MLB JSON Audit Report

Generated 2026-09-22 22:39:25. This single HTML file audits only the selected game date. The default view focuses on actionable problems first; detailed checks, passed checks, batting, pitching, pitch counts, and the rule catalog stay available in collapsible sections.

0Critical
0Error
0Warn
1617Pass
117Info

20260922_ARI@COL

20260922_ARI@COL.json • 2026-09-22

ARI 6 - COL 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentARICURRENT_PITCHER_DUPLICATIONARI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (H: current=11, sim=7; 2B: current=2, sim=0; 3B: current=1, sim=0; HR: current=1, sim=3; RBI: current=5, sim=6; R: current=5, sim=6; SO: current=6, sim=8; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Ketel Marte: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, SF current=0 box=1; Ildemaro Vargas: H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0, SO current=0 box=1; Jordan Lawlar: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Corbin Carroll: H current=1 box=0, 3B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Tim Tawa: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1; Jose Fernandez: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Gabriel Moreno: H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nolan Arenado: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=9, sim=5; 2B: current=2, sim=0; 3B: current=0, sim=1; R: current=4, sim=5; BB: current=3, sim=4; SO: current=8, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Jake McCarthy: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cole Carrigg: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Karros: AB current=4 box=3, 3B current=0 box=1, SO current=1 box=0; Mickey Moniak: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Hunter Goodman: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Connor Norby: RBI current=0 box=1, R current=0 box=1, BB current=1 box=0, SO current=1 box=2; TJ Rumfield: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=0 box=1; Troy Johnston: H current=1 box=2, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match COL pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match COL pitching: 3.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match COL pitching: 7.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match COL pitching: 8.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=36 matches COL BF=36.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match ARI pitching: 4.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match ARI pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match ARI pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match ARI pitching: 6.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=37 matches ARI BF=37.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.697 -> 0.630 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.697207, 'sample_size': 279, 'empirical_hit_rate': 0.5627, 'empirical_weight': 0.5, 'blended_confidence': 0.629953, 'published_confidence': 0.56, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentARICURRENT_LINEUP_SHAPEARI current lineup has 9 expected positions.
PASScurrent_payloadcurrentARICURRENT_MODEL_ZERO_FALLBACKARI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentARICURRENT_NAMES_PRESENTARI current hitter names are populated.
PASScurrent_payloadcurrentARICURRENT_PREDICTIONS_MATCH_FINALIZEDARI hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCOLCURRENT_LINEUP_SHAPECOL current lineup has 9 expected positions.
PASScurrent_payloadcurrentCOLCURRENT_MODEL_ZERO_FALLBACKCOL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCOLCURRENT_NAMES_PRESENTCOL current hitter names are populated.
PASScurrent_payloadcurrentCOLCURRENT_PREDICTIONS_MATCH_FINALIZEDCOL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.537/0.731.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 7, COL 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 6 - COL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ARI; cap=0.56, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; local prediction memory shows 3 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'ARI', 'opponent_team': 'COL', 'h2h_net_margin': 6, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-12', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'COL'}, {'date': '2026-08-11', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'COL'}, {'date': '2026-08-10', 'predicted_team_runs': 9, 'opponent_runs': 0, 'margin_for_predicted_team': 9, 'winner': 'ARI'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 2, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260812', 'away': 'COL', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'COL', 'actual_margin': 2, 'raw_pick_probability': 0.53, 'artifact': '20260812_COL@ARI.json', 'verification': 'pregame_official_final'}, {'date': '20260811', 'away': 'COL', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'COL', 'actual_margin': 1, 'raw_pick_probability': 0.66, 'artifact': '20260811_COL@ARI.json', 'verification': 'pregame_official_final'}, {'date': '20260810', 'away': 'COL', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'ARI', 'actual_margin': 9, 'raw_pick_probability': 0.5693, 'artifact': '20260810_COL@ARI.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'ARI', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'ARI', 'output_opponent_team': 'COL', 'simulation_score_winner': 'ARI', 'final_score_winner': 'ARI', 'pre_simulation_winner': 'ARI', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'ARI 6 - 5 COL', 'winner': 'ARI'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'ARI 6 - 5 COL', 'winner': 'ARI'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0433, 'recent_form_edge_home_minus_away': -0.534, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 5, 'winner': 'ARI', 'model_winner': 'ARI', 'simulation_winner': 'ARI', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 1, 'published_winner': 'ARI', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'ARI', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 5}, 'simulation_score': {'away_runs': 6, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 1.052, 'winner': 'ARI', 'score_reviewed': {'away_runs': 6, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_ARI@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@COL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -15.0, 'absolute_net_margin': 15.0, 'home_average_margin': -3.0, 'home_run_delta': -0.0865, 'away_run_delta': 0.0865, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -9.0}, {'game_id': None, 'home_margin': -8.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 6, 'probability': 0.014872093677049792}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.014580299872657028}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.014555154468836562}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.014269579082598903}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.014099756147751085}], 'home_distribution': {'0': 0.04433457063819088, '1': 0.06718185094711822, '2': 0.09221158195566188, '3': 0.11464180885414929, '4': 0.1290995226709389, '5': 0.131683176038459, '6': 0.12166341378159322, '7': 0.10181546600938646, '8': 0.07717765132408078, '9': 0.05298993807964911, '10': 0.03295484820746812, '11': 0.018563902066131982, '12': 0.009472034498917405, '13': 0.0043776528938096896, '14': 0.0018325820344451786}, 'away_distribution': {'0': 0.026677289003250705, '1': 0.04091487465484983, '2': 0.05822439066992085, '3': 0.07687991160668393, '4': 0.09419004280344724, '5': 0.10707332988105597, '6': 0.11293844912053376, '7': 0.11053161768049721, '8': 0.10037265881311314, '9': 0.08457237497808905, '10': 0.06611893060429451, '11': 0.04796310724042085, '12': 0.032282933864722724, '13': 0.020161501758287712, '14': 0.011683069372580426, '15': 0.006281671609572164, '16': 0.0031338463386800085}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -1.3686, 'recent_quality_edge': -0.464, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.052}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'ARI 6 - 5 COL', 'winner': 'ARI'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'ARI 6 - 5 COL', 'winner': 'ARI'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0433, 'recent_form_edge_home_minus_away': -0.534, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 5, 'winner': 'ARI', 'model_winner': 'ARI', 'simulation_winner': 'ARI', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 1, 'published_winner': 'ARI', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'ARI', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 5}, 'simulation_score': {'away_runs': 6, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 1.052, 'winner': 'ARI', 'score_reviewed': {'away_runs': 6, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
PASSpitch_countsimulationARIPITCH_COUNT_PITCHER_MATCHARI pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationARIPITCH_COUNT_TOTAL_MATCHARI pitch_count_summary total, row sum, and pitching total all match: 165.
PASSpitch_countsimulationCOLPITCH_COUNT_PITCHER_MATCHCOL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCOLPITCH_COUNT_TOTAL_MATCHCOL pitch_count_summary total, row sum, and pitching total all match: 166.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 6 - 5 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 6 - 5 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 6-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ARI, simulation=ARI, published=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): ARI wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 6-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-5, final 6-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 6-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match COL pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match COL pitching: 3.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match COL pitching: 7.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match COL pitching: 8.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=36 matches COL BF=36.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match ARI pitching: 4.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match ARI pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match ARI pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match ARI pitching: 6.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=37 matches ARI BF=37.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.697 -> 0.630 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.697207, 'sample_size': 279, 'empirical_hit_rate': 0.5627, 'empirical_weight': 0.5, 'blended_confidence': 0.629953, 'published_confidence': 0.56, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentARICURRENT_LINEUP_SHAPEARI current lineup has 9 expected positions.
PASScurrent_payloadcurrentARICURRENT_MODEL_ZERO_FALLBACKARI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentARICURRENT_NAMES_PRESENTARI current hitter names are populated.
PASScurrent_payloadcurrentARICURRENT_PREDICTIONS_MATCH_FINALIZEDARI hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCOLCURRENT_LINEUP_SHAPECOL current lineup has 9 expected positions.
PASScurrent_payloadcurrentCOLCURRENT_MODEL_ZERO_FALLBACKCOL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCOLCURRENT_NAMES_PRESENTCOL current hitter names are populated.
PASScurrent_payloadcurrentCOLCURRENT_PREDICTIONS_MATCH_FINALIZEDCOL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.537/0.731.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 7, COL 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 6 - COL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ARI; cap=0.56, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; local prediction memory shows 3 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'ARI', 'opponent_team': 'COL', 'h2h_net_margin': 6, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-12', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'COL'}, {'date': '2026-08-11', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'COL'}, {'date': '2026-08-10', 'predicted_team_runs': 9, 'opponent_runs': 0, 'margin_for_predicted_team': 9, 'winner': 'ARI'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 2, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260812', 'away': 'COL', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'COL', 'actual_margin': 2, 'raw_pick_probability': 0.53, 'artifact': '20260812_COL@ARI.json', 'verification': 'pregame_official_final'}, {'date': '20260811', 'away': 'COL', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'COL', 'actual_margin': 1, 'raw_pick_probability': 0.66, 'artifact': '20260811_COL@ARI.json', 'verification': 'pregame_official_final'}, {'date': '20260810', 'away': 'COL', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'ARI', 'actual_margin': 9, 'raw_pick_probability': 0.5693, 'artifact': '20260810_COL@ARI.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'ARI', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'ARI', 'output_opponent_team': 'COL', 'simulation_score_winner': 'ARI', 'final_score_winner': 'ARI', 'pre_simulation_winner': 'ARI', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'ARI 6 - 5 COL', 'winner': 'ARI'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'ARI 6 - 5 COL', 'winner': 'ARI'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0433, 'recent_form_edge_home_minus_away': -0.534, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 5, 'winner': 'ARI', 'model_winner': 'ARI', 'simulation_winner': 'ARI', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 1, 'published_winner': 'ARI', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'ARI', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 5}, 'simulation_score': {'away_runs': 6, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 1.052, 'winner': 'ARI', 'score_reviewed': {'away_runs': 6, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_ARI@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@COL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -15.0, 'absolute_net_margin': 15.0, 'home_average_margin': -3.0, 'home_run_delta': -0.0865, 'away_run_delta': 0.0865, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -9.0}, {'game_id': None, 'home_margin': -8.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 6, 'probability': 0.014872093677049792}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.014580299872657028}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.014555154468836562}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.014269579082598903}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.014099756147751085}], 'home_distribution': {'0': 0.04433457063819088, '1': 0.06718185094711822, '2': 0.09221158195566188, '3': 0.11464180885414929, '4': 0.1290995226709389, '5': 0.131683176038459, '6': 0.12166341378159322, '7': 0.10181546600938646, '8': 0.07717765132408078, '9': 0.05298993807964911, '10': 0.03295484820746812, '11': 0.018563902066131982, '12': 0.009472034498917405, '13': 0.0043776528938096896, '14': 0.0018325820344451786}, 'away_distribution': {'0': 0.026677289003250705, '1': 0.04091487465484983, '2': 0.05822439066992085, '3': 0.07687991160668393, '4': 0.09419004280344724, '5': 0.10707332988105597, '6': 0.11293844912053376, '7': 0.11053161768049721, '8': 0.10037265881311314, '9': 0.08457237497808905, '10': 0.06611893060429451, '11': 0.04796310724042085, '12': 0.032282933864722724, '13': 0.020161501758287712, '14': 0.011683069372580426, '15': 0.006281671609572164, '16': 0.0031338463386800085}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -1.3686, 'recent_quality_edge': -0.464, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.052}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'ARI 6 - 5 COL', 'winner': 'ARI'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'ARI 6 - 5 COL', 'winner': 'ARI'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0433, 'recent_form_edge_home_minus_away': -0.534, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 5, 'winner': 'ARI', 'model_winner': 'ARI', 'simulation_winner': 'ARI', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 1, 'published_winner': 'ARI', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'ARI', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 5}, 'simulation_score': {'away_runs': 6, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 1.052, 'winner': 'ARI', 'score_reviewed': {'away_runs': 6, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
PASSpitch_countsimulationARIPITCH_COUNT_PITCHER_MATCHARI pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationARIPITCH_COUNT_TOTAL_MATCHARI pitch_count_summary total, row sum, and pitching total all match: 165.
PASSpitch_countsimulationCOLPITCH_COUNT_PITCHER_MATCHCOL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCOLPITCH_COUNT_TOTAL_MATCHCOL pitch_count_summary total, row sum, and pitching total all match: 166.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 6 - 5 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 6 - 5 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 6-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ARI, simulation=ARI, published=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): ARI wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 6-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-5, final 6-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 6-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 2/10 = 0.200.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentARICURRENT_PITCHER_DUPLICATIONARI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (H: current=11, sim=7; 2B: current=2, sim=0; 3B: current=1, sim=0; HR: current=1, sim=3; RBI: current=5, sim=6; R: current=5, sim=6; SO: current=6, sim=8; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Ketel Marte: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, SF current=0 box=1; Ildemaro Vargas: H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0, SO current=0 box=1; Jordan Lawlar: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Corbin Carroll: H current=1 box=0, 3B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Tim Tawa: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1; Jose Fernandez: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Gabriel Moreno: H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nolan Arenado: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=9, sim=5; 2B: current=2, sim=0; 3B: current=0, sim=1; R: current=4, sim=5; BB: current=3, sim=4; SO: current=8, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Jake McCarthy: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cole Carrigg: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Karros: AB current=4 box=3, 3B current=0 box=1, SO current=1 box=0; Mickey Moniak: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Hunter Goodman: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Connor Norby: RBI current=0 box=1, R current=0 box=1, BB current=1 box=0, SO current=1 box=2; TJ Rumfield: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=0 box=1; Troy Johnston: H current=1 box=2, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.7876240094607354.145455061371634Base ML historical model prediction
variance_applied64Deterministic baseline target (variance factor 1.0)
enhanced_prediction650.560Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment65Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review65Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target65Capped at max 12 realistic runs
simulation_result65Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ARI04001000167
COL00200020155
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentARIbatting331121155260000
currentARIpitching515469.0500
currentCOLbatting34920154380000
currentCOLpitching736289.0600
simulationARIbatting337003662810
simulationARIpitching515469.0537165
simulationCOLbatting325011554601
simulationCOLpitching736289.0636166
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentARIDHKetel Marte041001110000.250
currentARI2BIldemaro Vargas042100110000.500
currentARICFJordan Lawlar031000000100.333
currentARIRFCorbin Carroll041010110100.250
currentARILFTim Tawa031000000100.333
currentARI1BJose Fernandez031000000100.333
currentARICGabriel Moreno042100111100.500
currentARI3BNolan Arenado041000110100.250
currentARISSGeraldo Perdomo041000001000.250
currentCOLCFJake McCarthy041100110100.250
currentCOLSSCole Carrigg041100110100.250
currentCOL3BKyle Karros041000101100.250
currentCOLDHMickey Moniak041000010100.250
currentCOLCHunter Goodman041001110100.250
currentCOL2BConnor Norby041000001100.250
currentCOL1BTJ Rumfield041000011000.250
currentCOLRFTroy Johnston031000000100.333
currentCOLLFZac Veen031000000100.333
simulationARI12BIldemaro Vargas441000100100.250
simulationARI2DHKetel Marte430000110000.000
simulationARI3CGabriel Moreno440000000200.000
simulationARI4SSGeraldo Perdomo443000100100.750
simulationARI53BNolan Arenado430000001100.000
simulationARI6CFJordan Lawlar441001110000.250
simulationARI7RFCorbin Carroll440000000200.000
simulationARI8LFTim Tawa441001130000.250
simulationARI91BJose Fernandez431001111100.333
simulationCOL1CFJake McCarthy540000000010.000
simulationCOL22BConnor Norby441000110200.250
simulationCOL31BTJ Rumfield430000101000.000
simulationCOL4CHunter Goodman440000000100.000
simulationCOL5SSCole Carrigg440000000000.000
simulationCOL63BKyle Karros431010101000.333
simulationCOL7DHMickey Moniak430000001200.000
simulationCOL8RFTroy Johnston432001131100.667
simulationCOL9LFZac Veen441000110000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentARI1Michael SorokaStarter5.0222240003.603.451.13
currentARI2Brandyn GarciaCloser1.0000010000.001.740.68
currentARI3Jonathan LoáisigaMiddle Reliever (High Leverage)1.0000100000.002.801.11
currentARI4Juan MorilloSetup Man1.01221110018.002.540.98
currentARI5Kevin GinkelMiddle Reliever (High Leverage)1.0211000009.003.041.12
currentCOL1Kyle FreelandStarter4.2655222009.646.381.47
currentCOL2Jimmy HergetMiddle Reliever (High Leverage)1.1000030000.005.651.47
currentCOL3Brennan BernardinoSetup Man1.0000010000.002.451.09
currentCOL4Jordan RomanoCloser1.0000010000.004.261.26
currentCOL5Jaden HillMiddle Reliever (High Leverage)1.0111011009.004.301.41
simulationARI1Michael SorokaStarter5.022224020893.603.451.13
simulationARI2Brandyn GarciaCloser1.00000103200.001.740.68
simulationARI3Juan MorilloSetup Man1.012211152018.002.540.98
simulationARI4Jonathan LoáisigaMiddle Reliever (High Leverage)1.00001004170.002.801.11
simulationARI5Kevin GinkelMiddle Reliever (High Leverage)1.02110005199.003.041.12
simulationCOL1Kyle FreelandStarter4.265522222979.646.381.47
simulationCOL2Jordan RomanoCloser1.00000103130.004.261.26
simulationCOL3Brennan BernardinoSetup Man1.00000103130.002.451.09
simulationCOL4Jimmy HergetMiddle Reliever (High Leverage)1.10000304270.005.651.47
simulationCOL5Jaden HillMiddle Reliever (High Leverage)1.01110114169.004.301.41
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ARIMichael SorokaStarter5.022242089
ARIBrandyn GarciaCloser1.00001320
ARIJonathan LoáisigaMiddle Reliever (High Leverage)1.00010417
ARIJuan MorilloSetup Man1.02111520
ARIKevin GinkelMiddle Reliever (High Leverage)1.01200519
COLKyle FreelandStarter4.256222297
COLJimmy HergetMiddle Reliever (High Leverage)1.10003427
COLBrennan BernardinoSetup Man1.00001313
COLJordan RomanoCloser1.00001313
COLJaden HillMiddle Reliever (High Leverage)1.01101416
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_CHW@KC

20260922_CHW@KC.json • 2026-09-22

CHW 5 - KC 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=35; H: current=7, sim=9; RBI: current=4, sim=5; BB: current=3, sim=4; SO: current=8, sim=5; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Tommy Pham: AB current=3 box=4, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Randal Grichuk: AB current=4 box=5, H current=1 box=2, RBI current=1 box=2, R current=0 box=1; Munetaka Murakami: H current=1 box=0, HR current=1 box=0, BB current=1 box=0, SO current=1 box=0; Chase Meidroth: H current=1 box=0, R current=1 box=0; Kyle Teel: AB current=3 box=4, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Braden Montgomery: H current=0 box=1; Brenton Doyle: AB current=3 box=4, H current=1 box=0; Miguel Vargas: H current=1 box=2, 2B current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=35, sim=37; H: current=9, sim=10; 2B: current=2, sim=1; HR: current=1, sim=0; BB: current=3, sim=0; SO: current=6, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Bobby Witt Jr.: H current=1 box=0, 2B current=1 box=0, R current=1 box=0, BB current=1 box=0; Carter Jensen: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Maikel Garcia: 2B current=1 box=0, RBI current=0 box=1, R current=0 box=1; Jac Caglianone: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Nick Loftin: H current=1 box=0, BB current=1 box=0, SO current=0 box=1; Vinnie Pasquantino: H current=1 box=2, SO current=0 box=1; Salvador Perez: H current=1 box=2, R current=0 box=1; Kyle Isbel: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match KC pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match KC pitching: 9.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match KC pitching: 5.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=40 matches KC BF=40.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match CHW pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match CHW pitching: 10.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match CHW pitching: 5.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.526 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 496, 'empirical_hit_rate': 0.5423, 'empirical_weight': 0.5, 'blended_confidence': 0.5262, 'published_confidence': 0.505257, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.527/0.720.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHW 9, KC 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 5 - KC 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHW.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CHW; cap=0.53, reasons=latest same-matchup result beat the predicted side; local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result; latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'CHW', 'opponent_team': 'KC', 'h2h_net_margin': 21, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-28', 'predicted_team_runs': 4, 'opponent_runs': 5, 'margin_for_predicted_team': -1, 'winner': 'KC'}, {'date': '2026-06-27', 'predicted_team_runs': 2, 'opponent_runs': 1, 'margin_for_predicted_team': 1, 'winner': 'CHW'}, {'date': '2026-06-26', 'predicted_team_runs': 22, 'opponent_runs': 1, 'margin_for_predicted_team': 21, 'winner': 'CHW'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260628', 'away': 'KC', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'KC', 'actual_margin': 1, 'raw_pick_probability': 0.545, 'artifact': '20260628_KC@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260627', 'away': 'KC', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 1, 'raw_pick_probability': 0.525, 'artifact': '20260627_KC@CHW.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHW', 'guardrail_opponent_team': 'KC', 'output_pre_simulation_winner': 'CHW', 'output_opponent_team': 'KC', 'simulation_score_winner': 'CHW', 'final_score_winner': 'CHW', 'pre_simulation_winner': 'CHW', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHW 5 - 4 KC', 'winner': 'CHW'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHW 5 - 4 KC', 'winner': 'CHW'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0249, 'recent_form_edge_home_minus_away': -0.642, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'CHW', 'model_winner': 'CHW', 'simulation_winner': 'CHW', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CHW', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'CHW', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.8325, 'winner': 'CHW', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_CHW@KC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@KC.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -26.0, 'absolute_net_margin': 26.0, 'home_average_margin': -5.2, 'home_run_delta': -0.15, 'away_run_delta': 0.15, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -21.0}, {'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.021807817430817302}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.020960150209752837}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.020734233527767796}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.02037449857523685}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.020092586061961053}], 'home_distribution': {'0': 0.06116472027796691, '1': 0.09164343066544639, '2': 0.12159270098928096, '3': 0.14286291105780963, '4': 0.14864055127496822, '5': 0.13694965478614174, '6': 0.11173529985197553, '7': 0.08072827604465013, '8': 0.05164957830671835, '9': 0.029262653469393298, '10': 0.014681365512963784, '11': 0.006522664194862652, '12': 0.002566193567822169}, 'away_distribution': {'0': 0.058895360538108926, '1': 0.08837995436562997, '2': 0.11780859344363724, '3': 0.13949244233770236, '4': 0.14671512749219628, '5': 0.13707227536815528, '6': 0.11375614294534321, '7': 0.08385917860026602, '8': 0.05491321355903247, '9': 0.0319413762657908, '10': 0.016503683998116553, '11': 0.007574582214063306, '12': 0.003088068871957489}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -1.0481, 'recent_quality_edge': -0.432, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.8325}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHW 5 - 4 KC', 'winner': 'CHW'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHW 5 - 4 KC', 'winner': 'CHW'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0249, 'recent_form_edge_home_minus_away': -0.642, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'CHW', 'model_winner': 'CHW', 'simulation_winner': 'CHW', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CHW', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'CHW', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.8325, 'winner': 'CHW', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
PASSpitch_countsimulationCHWPITCH_COUNT_PITCHER_MATCHCHW pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCHWPITCH_COUNT_TOTAL_MATCHCHW pitch_count_summary total, row sum, and pitching total all match: 139.
PASSpitch_countsimulationKCPITCH_COUNT_PITCHER_MATCHKC pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationKCPITCH_COUNT_TOTAL_MATCHKC pitch_count_summary total, row sum, and pitching total all match: 166.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 5 - 4 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 5 - 4 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHW, simulation=CHW, published=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CHW wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match KC pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match KC pitching: 9.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match KC pitching: 5.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=40 matches KC BF=40.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match CHW pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match CHW pitching: 10.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match CHW pitching: 5.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.526 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 496, 'empirical_hit_rate': 0.5423, 'empirical_weight': 0.5, 'blended_confidence': 0.5262, 'published_confidence': 0.505257, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.527/0.720.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHW 9, KC 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 5 - KC 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHW.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CHW; cap=0.53, reasons=latest same-matchup result beat the predicted side; local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result; latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'CHW', 'opponent_team': 'KC', 'h2h_net_margin': 21, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-28', 'predicted_team_runs': 4, 'opponent_runs': 5, 'margin_for_predicted_team': -1, 'winner': 'KC'}, {'date': '2026-06-27', 'predicted_team_runs': 2, 'opponent_runs': 1, 'margin_for_predicted_team': 1, 'winner': 'CHW'}, {'date': '2026-06-26', 'predicted_team_runs': 22, 'opponent_runs': 1, 'margin_for_predicted_team': 21, 'winner': 'CHW'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260628', 'away': 'KC', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'KC', 'actual_margin': 1, 'raw_pick_probability': 0.545, 'artifact': '20260628_KC@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260627', 'away': 'KC', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 1, 'raw_pick_probability': 0.525, 'artifact': '20260627_KC@CHW.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHW', 'guardrail_opponent_team': 'KC', 'output_pre_simulation_winner': 'CHW', 'output_opponent_team': 'KC', 'simulation_score_winner': 'CHW', 'final_score_winner': 'CHW', 'pre_simulation_winner': 'CHW', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHW 5 - 4 KC', 'winner': 'CHW'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHW 5 - 4 KC', 'winner': 'CHW'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0249, 'recent_form_edge_home_minus_away': -0.642, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'CHW', 'model_winner': 'CHW', 'simulation_winner': 'CHW', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CHW', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'CHW', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.8325, 'winner': 'CHW', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_CHW@KC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@KC.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -26.0, 'absolute_net_margin': 26.0, 'home_average_margin': -5.2, 'home_run_delta': -0.15, 'away_run_delta': 0.15, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -21.0}, {'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.021807817430817302}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.020960150209752837}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.020734233527767796}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.02037449857523685}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.020092586061961053}], 'home_distribution': {'0': 0.06116472027796691, '1': 0.09164343066544639, '2': 0.12159270098928096, '3': 0.14286291105780963, '4': 0.14864055127496822, '5': 0.13694965478614174, '6': 0.11173529985197553, '7': 0.08072827604465013, '8': 0.05164957830671835, '9': 0.029262653469393298, '10': 0.014681365512963784, '11': 0.006522664194862652, '12': 0.002566193567822169}, 'away_distribution': {'0': 0.058895360538108926, '1': 0.08837995436562997, '2': 0.11780859344363724, '3': 0.13949244233770236, '4': 0.14671512749219628, '5': 0.13707227536815528, '6': 0.11375614294534321, '7': 0.08385917860026602, '8': 0.05491321355903247, '9': 0.0319413762657908, '10': 0.016503683998116553, '11': 0.007574582214063306, '12': 0.003088068871957489}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -1.0481, 'recent_quality_edge': -0.432, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.8325}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHW 5 - 4 KC', 'winner': 'CHW'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CHW 5 - 4 KC', 'winner': 'CHW'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0249, 'recent_form_edge_home_minus_away': -0.642, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'CHW', 'model_winner': 'CHW', 'simulation_winner': 'CHW', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CHW', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'CHW', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.8325, 'winner': 'CHW', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
PASSpitch_countsimulationCHWPITCH_COUNT_PITCHER_MATCHCHW pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCHWPITCH_COUNT_TOTAL_MATCHCHW pitch_count_summary total, row sum, and pitching total all match: 139.
PASSpitch_countsimulationKCPITCH_COUNT_PITCHER_MATCHKC pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationKCPITCH_COUNT_TOTAL_MATCHKC pitch_count_summary total, row sum, and pitching total all match: 166.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 5 - 4 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 5 - 4 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHW, simulation=CHW, published=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CHW wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=35; H: current=7, sim=9; RBI: current=4, sim=5; BB: current=3, sim=4; SO: current=8, sim=5; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Tommy Pham: AB current=3 box=4, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Randal Grichuk: AB current=4 box=5, H current=1 box=2, RBI current=1 box=2, R current=0 box=1; Munetaka Murakami: H current=1 box=0, HR current=1 box=0, BB current=1 box=0, SO current=1 box=0; Chase Meidroth: H current=1 box=0, R current=1 box=0; Kyle Teel: AB current=3 box=4, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Braden Montgomery: H current=0 box=1; Brenton Doyle: AB current=3 box=4, H current=1 box=0; Miguel Vargas: H current=1 box=2, 2B current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=35, sim=37; H: current=9, sim=10; 2B: current=2, sim=1; HR: current=1, sim=0; BB: current=3, sim=0; SO: current=6, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Bobby Witt Jr.: H current=1 box=0, 2B current=1 box=0, R current=1 box=0, BB current=1 box=0; Carter Jensen: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Maikel Garcia: 2B current=1 box=0, RBI current=0 box=1, R current=0 box=1; Jac Caglianone: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Nick Loftin: H current=1 box=0, BB current=1 box=0, SO current=0 box=1; Vinnie Pasquantino: H current=1 box=2, SO current=0 box=1; Salvador Perez: H current=1 box=2, R current=0 box=1; Kyle Isbel: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.0920922010645344.917808657956837Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.505Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment54Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review54Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target54Capped at max 12 realistic runs
simulation_result54Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHW10000010359
KC200001001410
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHWbatting31720145380000
currentCHWpitching1004059.0400
currentKCbatting35920144360000
currentKCpitching915459.0500
simulationCHWbatting359201554510
simulationCHWpitching1004059.0437139
simulationKCbatting3710100440500
simulationKCpitching915459.0540166
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHWDHTommy Pham031000000100.333
currentCHWLFRandal Grichuk041100010100.250
currentCHW1BMunetaka Murakami041001111100.250
currentCHW2BChase Meidroth041000100100.250
currentCHWCKyle Teel031000110100.333
currentCHWRFBraden Montgomery030000001000.000
currentCHWCFBrenton Doyle031000000100.333
currentCHW3BMiguel Vargas041100111100.250
currentCHWSSColson Montgomery030000100100.000
currentKCSSBobby Witt Jr.041100101100.250
currentKCCCarter Jensen041001111100.250
currentKC3BMaikel Garcia041100000000.250
currentKCRFJac Caglianone041000110100.250
currentKCLFNick Loftin041000001000.250
currentKC1BVinnie Pasquantino041000110000.250
currentKCDHSalvador Perez041000010100.250
currentKC2BMichael Massey041000000100.250
currentKCCFKyle Isbel031000000100.333
simulationCHW13BMiguel Vargas542000111100.500
simulationCHW2DHTommy Pham541100101000.250
simulationCHW3LFRandal Grichuk552100120000.400
simulationCHW41BMunetaka Murakami540000110000.000
simulationCHW52BChase Meidroth440000000100.000
simulationCHW6CKyle Teel441000000200.250
simulationCHW7CFBrenton Doyle440000000100.000
simulationCHW8SSColson Montgomery432001111000.667
simulationCHW9RFBraden Montgomery431000001000.333
simulationKC1CCarter Jensen551000000100.200
simulationKC2SSBobby Witt Jr.440000000000.000
simulationKC3RFJac Caglianone442100000000.500
simulationKC43BMaikel Garcia441000110000.250
simulationKC51BVinnie Pasquantino442000110100.500
simulationKC6DHSalvador Perez442000110100.500
simulationKC72BMichael Massey441000000100.250
simulationKC8LFNick Loftin440000000100.000
simulationKC9CFKyle Isbel441000110000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHW1Anthony KayStarter5.0733050005.404.411.36
currentCHW2Grant TaylorCloser1.1000000000.002.401.03
currentCHW3Sean NewcombSetup Man1.1000000000.002.771.11
currentCHW4Bryan HudsonMiddle Reliever (High Leverage)1.1311000006.752.581.16
currentKC1Daniel Lynch IVStarter5.2311340001.593.291.07
currentKC2Alex LangeMiddle Reliever (High Leverage)1.14331000020.256.091.56
currentKC3Nate PearsonSetup Man1.0000000000.003.431.30
currentKC4Steven CruzCloser1.0211011009.004.371.27
simulationCHW1Anthony KayStarter5.073305022845.404.411.36
simulationCHW2Grant TaylorCloser1.10000004170.002.401.03
simulationCHW3Sean NewcombSetup Man1.10000004170.002.771.11
simulationCHW4Bryan HudsonMiddle Reliever (High Leverage)1.13110007216.752.581.16
simulationKC1Daniel Lynch IVStarter5.2311340231011.593.291.07
simulationKC2Steven CruzCloser1.02110115199.004.371.27
simulationKC3Nate PearsonSetup Man1.00000003130.003.431.30
simulationKC4Alex LangeMiddle Reliever (High Leverage)1.143310093320.256.091.56
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHWAnthony KayStarter5.037052284
CHWGrant TaylorCloser1.10000417
CHWSean NewcombSetup Man1.10000417
CHWBryan HudsonMiddle Reliever (High Leverage)1.11300721
KCDaniel Lynch IVStarter5.2133423101
KCAlex LangeMiddle Reliever (High Leverage)1.13410933
KCNate PearsonSetup Man1.00000313
KCSteven CruzCloser1.01201519
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_CIN@ATL

20260922_CIN@ATL.json • 2026-09-22

CIN 6 - ATL 9
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentATLCURRENT_PITCHER_DUPLICATIONATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (H: current=8, sim=9; HR: current=1, sim=3; RBI: current=4, sim=9; R: current=5, sim=9; BB: current=3, sim=6; SO: current=7, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Drake Baldwin: H current=1 box=2, HR current=0 box=2, RBI current=1 box=6, SO current=1 box=0; Matt Olson: HR current=1 box=0, RBI current=1 box=0; Ozzie Albies: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Ronald Acuña Jr.: 2B current=1 box=0, SO current=1 box=0; Michael Harris II: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Austin Riley: AB current=3 box=4, H current=1 box=0, R current=0 box=1, SO current=1 box=2; Mauricio Dubón: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Sean Murphy: R current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model pitcher projections differ from final simulation pitching box score (ER: current=8, sim=9).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=8, sim=10; 2B: current=1, sim=2; HR: current=1, sim=3; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=4, sim=5; SO: current=9, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Carlos Jorge: AB current=4 box=5, RBI current=0 box=1, R current=0 box=1; Sal Stewart: 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Eugenio Suárez: AB current=3 box=5, HR current=0 box=1, R current=0 box=1, SO current=1 box=3; JJ Bleday: HR current=0 box=1, RBI current=0 box=2, BB current=1 box=2; Elly De La Cruz: 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Héctor Rodríguez: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Tyler Stephenson: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1; Matt McLain: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match CIN pitching: 6.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match CIN pitching: 3.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match CIN pitching: 9.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match CIN pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=40 matches CIN BF=40.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 9.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match ATL pitching: 5.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match ATL pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match ATL pitching: 10.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match ATL pitching: 12.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=43 matches ATL BF=43.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.901 -> 0.736 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.901014, 'sample_size': 126, 'empirical_hit_rate': 0.5714, 'empirical_weight': 0.5, 'blended_confidence': 0.736207, 'published_confidence': 0.6, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentATLCURRENT_LINEUP_SHAPEATL current lineup has 9 expected positions.
PASScurrent_payloadcurrentATLCURRENT_MODEL_ZERO_FALLBACKATL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentATLCURRENT_NAMES_PRESENTATL current hitter names are populated.
PASScurrent_payloadcurrentATLCURRENT_PREDICTIONS_MATCH_FINALIZEDATL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 15 is reasonably close to low-score expected_total_runs 15.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.459/0.639.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CIN 10, ATL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 6 - ATL 9.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ATL; cap=0.6, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.6, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile'], 'signals': {'predicted_team': 'ATL', 'opponent_team': 'CIN', 'h2h_net_margin': 6, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-31', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'CIN'}, {'date': '2026-05-30', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'ATL'}, {'date': '2026-05-29', 'predicted_team_runs': 8, 'opponent_runs': 3, 'margin_for_predicted_team': 5, 'winner': 'ATL'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'ATL', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'ATL', 'output_opponent_team': 'CIN', 'simulation_score_winner': 'ATL', 'final_score_winner': 'ATL', 'pre_simulation_winner': 'ATL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 9, 'score_text': 'CIN 6 - 9 ATL', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 9, 'score_text': 'CIN 6 - 9 ATL', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0595, 'recent_form_edge_home_minus_away': 1.2447, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 9, 'winner': 'ATL', 'model_winner': 'ATL', 'simulation_winner': 'ATL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'ATL', 'published_winner_draw_share': 0.8333, 'draw_majority_team': 'ATL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 9}, 'simulation_score': {'away_runs': 6, 'home_runs': 9}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.699, 'winner': 'ATL', 'score_reviewed': {'away_runs': 6, 'home_runs': 9, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_CIN@ATL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@ATL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 6.0, 'absolute_net_margin': 6.0, 'home_average_margin': 2.0, 'home_run_delta': 0.0409, 'away_run_delta': -0.0409, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': 5.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 8, 'away_runs': 5, 'probability': 0.013024453660000096}, {'home_runs': 7, 'away_runs': 5, 'probability': 0.012772416561326525}, {'home_runs': 8, 'away_runs': 4, 'probability': 0.01269729685044871}, {'home_runs': 9, 'away_runs': 5, 'probability': 0.012515392949979368}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.012451590585700547}], 'home_distribution': {'0': 0.016116702600689085, '1': 0.02490995211028489, '2': 0.03628007093187812, '3': 0.04979226664230673, '4': 0.06439530435130399, '5': 0.07847747801299296, '6': 0.0901227447486903, '7': 0.09752642761708144, '8': 0.09945090899792158, '9': 0.0955638706876568, '10': 0.08653209954290154, '11': 0.07383449090780747, '12': 0.059366283621663865, '13': 0.044979950660993646, '14': 0.032114164019068976, '15': 0.021605921898896013, '16': 0.013697695792725801, '17': 0.008183154789438997, '18': 0.0046067277806289214, '19': 0.002443784285068975}, 'away_distribution': {'0': 0.04340882314886424, '1': 0.06582015012131745, '2': 0.09051208544681454, '3': 0.11288107081659562, '4': 0.1276740150330257, '5': 0.13096364619726394, '6': 0.12183325462307243, '7': 0.10278926968216114, '8': 0.07864960777096333, '9': 0.054577317757111214, '10': 0.0343474627689033, '11': 0.019603967825542603, '12': 0.01014752539829474, '13': 0.004763686352404122, '14': 0.0020281170576656473}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 2.0064, 'recent_quality_edge': 1.128, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.699}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 9, 'score_text': 'CIN 6 - 9 ATL', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 9, 'score_text': 'CIN 6 - 9 ATL', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0595, 'recent_form_edge_home_minus_away': 1.2447, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 9, 'winner': 'ATL', 'model_winner': 'ATL', 'simulation_winner': 'ATL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'ATL', 'published_winner_draw_share': 0.8333, 'draw_majority_team': 'ATL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 9}, 'simulation_score': {'away_runs': 6, 'home_runs': 9}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.699, 'winner': 'ATL', 'score_reviewed': {'away_runs': 6, 'home_runs': 9, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 194.
PASSpitch_countsimulationATLPITCH_COUNT_PITCHER_MATCHATL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationATLPITCH_COUNT_TOTAL_MATCHATL pitch_count_summary total, row sum, and pitching total all match: 194.
PASSpitch_countsimulationCINPITCH_COUNT_PITCHER_MATCHCIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCINPITCH_COUNT_TOTAL_MATCHCIN pitch_count_summary total, row sum, and pitching total all match: 182.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 6 - 9 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 6 - 9 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 9-6.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ATL, simulation=ATL, published=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): ATL wins 9-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 6-9.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-9.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-9, final 6-9 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 15.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 9-6.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match CIN pitching: 6.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match CIN pitching: 3.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match CIN pitching: 9.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match CIN pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=40 matches CIN BF=40.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 9.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match ATL pitching: 5.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match ATL pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match ATL pitching: 10.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match ATL pitching: 12.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=43 matches ATL BF=43.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.901 -> 0.736 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.901014, 'sample_size': 126, 'empirical_hit_rate': 0.5714, 'empirical_weight': 0.5, 'blended_confidence': 0.736207, 'published_confidence': 0.6, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentATLCURRENT_LINEUP_SHAPEATL current lineup has 9 expected positions.
PASScurrent_payloadcurrentATLCURRENT_MODEL_ZERO_FALLBACKATL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentATLCURRENT_NAMES_PRESENTATL current hitter names are populated.
PASScurrent_payloadcurrentATLCURRENT_PREDICTIONS_MATCH_FINALIZEDATL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 15 is reasonably close to low-score expected_total_runs 15.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.459/0.639.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CIN 10, ATL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 6 - ATL 9.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ATL; cap=0.6, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.6, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile'], 'signals': {'predicted_team': 'ATL', 'opponent_team': 'CIN', 'h2h_net_margin': 6, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-31', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'CIN'}, {'date': '2026-05-30', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'ATL'}, {'date': '2026-05-29', 'predicted_team_runs': 8, 'opponent_runs': 3, 'margin_for_predicted_team': 5, 'winner': 'ATL'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'ATL', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'ATL', 'output_opponent_team': 'CIN', 'simulation_score_winner': 'ATL', 'final_score_winner': 'ATL', 'pre_simulation_winner': 'ATL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 9, 'score_text': 'CIN 6 - 9 ATL', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 9, 'score_text': 'CIN 6 - 9 ATL', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0595, 'recent_form_edge_home_minus_away': 1.2447, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 9, 'winner': 'ATL', 'model_winner': 'ATL', 'simulation_winner': 'ATL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'ATL', 'published_winner_draw_share': 0.8333, 'draw_majority_team': 'ATL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 9}, 'simulation_score': {'away_runs': 6, 'home_runs': 9}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.699, 'winner': 'ATL', 'score_reviewed': {'away_runs': 6, 'home_runs': 9, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_CIN@ATL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@ATL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 6.0, 'absolute_net_margin': 6.0, 'home_average_margin': 2.0, 'home_run_delta': 0.0409, 'away_run_delta': -0.0409, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': 5.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 8, 'away_runs': 5, 'probability': 0.013024453660000096}, {'home_runs': 7, 'away_runs': 5, 'probability': 0.012772416561326525}, {'home_runs': 8, 'away_runs': 4, 'probability': 0.01269729685044871}, {'home_runs': 9, 'away_runs': 5, 'probability': 0.012515392949979368}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.012451590585700547}], 'home_distribution': {'0': 0.016116702600689085, '1': 0.02490995211028489, '2': 0.03628007093187812, '3': 0.04979226664230673, '4': 0.06439530435130399, '5': 0.07847747801299296, '6': 0.0901227447486903, '7': 0.09752642761708144, '8': 0.09945090899792158, '9': 0.0955638706876568, '10': 0.08653209954290154, '11': 0.07383449090780747, '12': 0.059366283621663865, '13': 0.044979950660993646, '14': 0.032114164019068976, '15': 0.021605921898896013, '16': 0.013697695792725801, '17': 0.008183154789438997, '18': 0.0046067277806289214, '19': 0.002443784285068975}, 'away_distribution': {'0': 0.04340882314886424, '1': 0.06582015012131745, '2': 0.09051208544681454, '3': 0.11288107081659562, '4': 0.1276740150330257, '5': 0.13096364619726394, '6': 0.12183325462307243, '7': 0.10278926968216114, '8': 0.07864960777096333, '9': 0.054577317757111214, '10': 0.0343474627689033, '11': 0.019603967825542603, '12': 0.01014752539829474, '13': 0.004763686352404122, '14': 0.0020281170576656473}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 2.0064, 'recent_quality_edge': 1.128, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.699}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 9, 'score_text': 'CIN 6 - 9 ATL', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 9, 'score_text': 'CIN 6 - 9 ATL', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0595, 'recent_form_edge_home_minus_away': 1.2447, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 9, 'winner': 'ATL', 'model_winner': 'ATL', 'simulation_winner': 'ATL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'ATL', 'published_winner_draw_share': 0.8333, 'draw_majority_team': 'ATL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 6, 'home_runs': 9}, 'simulation_score': {'away_runs': 6, 'home_runs': 9}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.699, 'winner': 'ATL', 'score_reviewed': {'away_runs': 6, 'home_runs': 9, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 194.
PASSpitch_countsimulationATLPITCH_COUNT_PITCHER_MATCHATL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationATLPITCH_COUNT_TOTAL_MATCHATL pitch_count_summary total, row sum, and pitching total all match: 194.
PASSpitch_countsimulationCINPITCH_COUNT_PITCHER_MATCHCIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCINPITCH_COUNT_TOTAL_MATCHCIN pitch_count_summary total, row sum, and pitching total all match: 182.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 6 - 9 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 6 - 9 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 9-6.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ATL, simulation=ATL, published=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): ATL wins 9-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 6-9.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-9.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-9, final 6-9 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 15.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 9-6.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentATLCURRENT_PITCHER_DUPLICATIONATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (H: current=8, sim=9; HR: current=1, sim=3; RBI: current=4, sim=9; R: current=5, sim=9; BB: current=3, sim=6; SO: current=7, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Drake Baldwin: H current=1 box=2, HR current=0 box=2, RBI current=1 box=6, SO current=1 box=0; Matt Olson: HR current=1 box=0, RBI current=1 box=0; Ozzie Albies: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Ronald Acuña Jr.: 2B current=1 box=0, SO current=1 box=0; Michael Harris II: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Austin Riley: AB current=3 box=4, H current=1 box=0, R current=0 box=1, SO current=1 box=2; Mauricio Dubón: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Sean Murphy: R current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model pitcher projections differ from final simulation pitching box score (ER: current=8, sim=9).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=8, sim=10; 2B: current=1, sim=2; HR: current=1, sim=3; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=4, sim=5; SO: current=9, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Carlos Jorge: AB current=4 box=5, RBI current=0 box=1, R current=0 box=1; Sal Stewart: 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Eugenio Suárez: AB current=3 box=5, HR current=0 box=1, R current=0 box=1, SO current=1 box=3; JJ Bleday: HR current=0 box=1, RBI current=0 box=2, BB current=1 box=2; Elly De La Cruz: 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Héctor Rodríguez: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Tyler Stephenson: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1; Matt McLain: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.9148176378477194.936296488749236Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction580.600Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by winner_starter_is_below_average, matchup_recency_guardrail)
embedded_savant_run_environment69Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review69Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target69Capped at max 12 realistic runs
simulation_result69Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CIN010000203610
ATL01500300099
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCINbatting33810144490000
currentCINpitching939668.0800
currentATLbatting33810145370000
currentATLpitching10365129.0600
simulationCINbatting37102036651201
simulationCINpitching939668.0940182
simulationATLbatting339103996601
simulationATLpitching10365129.0643194
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCINRFCarlos Jorge041000000100.250
currentCIN1BSal Stewart041001110100.250
currentCIN3BEugenio Suárez031000010100.333
currentCINLFJJ Bleday031000101100.333
currentCINSSElly De La Cruz041100111100.250
currentCINDHHéctor Rodríguez041000000100.250
currentCINCTyler Stephenson041000011100.250
currentCIN2BMatt McLain030000100100.000
currentCINCFDane Myers041000001100.250
currentATLDHDrake Baldwin041000111100.250
currentATL1BMatt Olson041001111100.250
currentATL2BOzzie Albies041000100000.250
currentATLRFRonald Acuña Jr.041100111100.250
currentATLCFMichael Harris II041000110100.250
currentATL3BAustin Riley031000000100.333
currentATLLFMauricio Dubón041000000000.250
currentATLCSean Murphy031000000100.333
currentATLSSHa-Seong Kim030000000100.000
simulationCIN1RFCarlos Jorge551000110100.200
simulationCIN2SSElly De La Cruz541000000310.250
simulationCIN31BSal Stewart541100101100.250
simulationCIN4CTyler Stephenson542100101000.500
simulationCIN5LFJJ Bleday531001122100.333
simulationCIN63BEugenio Suárez551001110300.200
simulationCIN7CFDane Myers551000000200.200
simulationCIN8DHHéctor Rodríguez431000001000.333
simulationCIN92BMatt McLain441001120100.250
simulationATL1RFRonald Acuña Jr.541000111000.250
simulationATL2DHDrake Baldwin542002161000.500
simulationATL31BMatt Olson541000101100.250
simulationATL42BOzzie Albies552001120100.400
simulationATL5CFMichael Harris II431000101000.333
simulationATL6LFMauricio Dubón431100101000.333
simulationATL73BAustin Riley440000100200.000
simulationATL8CSean Murphy431000101000.333
simulationATL9SSHa-Seong Kim430000100210.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCIN1Brandon WilliamsonStarter4.06651120011.255.561.53
currentCIN2Brock BurkeMiddle Reliever (High Leverage)1.03331210027.002.361.26
currentCIN3Emilio PagánCloser1.0000100000.003.541.03
currentCIN4Tony SantillanMiddle Reliever (High Leverage)1.0000010000.005.531.57
currentCIN5Tejay AntoneMiddle Reliever0.1000110000.002.771.04
currentCIN6Luis MeySetup Man0.2000210000.005.851.64
currentATL1JR RitchieStarter4.2222270003.865.031.47
currentATL2Didier FuentesMiddle Reliever (High Leverage)1.1100000000.002.291.06
currentATL3Dylan LeeSetup Man1.04221110018.002.910.92
currentATL4Raisel IglesiasCloser1.1000220000.002.641.10
currentATL5Dylan DoddMiddle Reliever (High Leverage)0.23220220027.002.310.90
simulationCIN1Brandon WilliamsonStarter4.0666112208413.505.561.53
simulationCIN2Emilio PagánCloser1.00001004230.003.541.03
simulationCIN3Luis MeySetup Man0.20002104160.005.851.64
simulationCIN4Brock BurkeMiddle Reliever (High Leverage)1.033312173827.002.361.26
simulationCIN5Tony SantillanMiddle Reliever (High Leverage)1.00000103130.005.531.57
simulationCIN6Tejay AntoneMiddle Reliever0.1000110280.002.771.04
simulationATL1JR RitchieStarter4.222227019853.865.031.47
simulationATL2Raisel IglesiasCloser1.10002206310.002.641.10
simulationATL3Dylan LeeSetup Man1.042211182918.002.910.92
simulationATL4Didier FuentesMiddle Reliever (High Leverage)1.11000005320.002.291.06
simulationATL5Dylan DoddMiddle Reliever (High Leverage)0.232202251727.002.310.90
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CINBrandon WilliamsonStarter4.066112084
CINBrock BurkeMiddle Reliever (High Leverage)1.03312738
CINEmilio PagánCloser1.00010423
CINTony SantillanMiddle Reliever (High Leverage)1.00001313
CINTejay AntoneMiddle Reliever0.1001128
CINLuis MeySetup Man0.20021416
ATLJR RitchieStarter4.222271985
ATLDidier FuentesMiddle Reliever (High Leverage)1.10100532
ATLDylan LeeSetup Man1.02411829
ATLRaisel IglesiasCloser1.10022631
ATLDylan DoddMiddle Reliever (High Leverage)0.22302517
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_CLE@BOS

20260922_CLE@BOS.json • 2026-09-22

CLE 3 - BOS 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBOSCURRENT_PITCHER_DUPLICATIONBOS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=32, sim=30; H: current=8, sim=3; 2B: current=2, sim=0; SO: current=8, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Nick Sogard: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, BB current=1 box=0; Adley Rutschman: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Roman Anthony: R current=0 box=1, BB current=1 box=0; Andruw Monasterio: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Isiah Kiner-Falefa: H current=1 box=0; Nate Eaton: AB current=3 box=2, BB current=0 box=1; Jahmai Jones: AB current=3 box=4, RBI current=0 box=2, SO current=1 box=2; Wilyer Abreu: H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=8, sim=4; 2B: current=2, sim=1; HR: current=1, sim=2; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=3, sim=2; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Steven Kwan: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=0 box=1; Jo Adell: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=2; David Fry: H current=0 box=1, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Angel Martínez: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; José Ramírez: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Travis Bazzana: AB current=3 box=2, R current=1 box=0, BB current=0 box=1; Chase DeLauter: HR current=0 box=1, R current=0 box=1, BB current=1 box=0, SO current=1 box=0; Austin Hedges: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match CLE pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match CLE pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match CLE pitching: 10.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=34 matches CLE BF=34.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match BOS pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match BOS pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match BOS pitching: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match BOS pitching: 6.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=33 matches BOS BF=33.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.526 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 496, 'empirical_hit_rate': 0.5423, 'empirical_weight': 0.5, 'blended_confidence': 0.5262, 'published_confidence': 0.505257, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBOSCURRENT_LINEUP_SHAPEBOS current lineup has 9 expected positions.
PASScurrent_payloadcurrentBOSCURRENT_MODEL_ZERO_FALLBACKBOS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBOSCURRENT_NAMES_PRESENTBOS current hitter names are populated.
PASScurrent_payloadcurrentBOSCURRENT_PREDICTIONS_MATCH_FINALIZEDBOS hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.505.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.709/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 4, BOS 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 3 - BOS 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for BOS; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'BOS', 'h2h_net_margin': -12, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-31', 'predicted_team_runs': 4, 'opponent_runs': 9, 'margin_for_predicted_team': -5, 'winner': 'BOS'}, {'date': '2026-05-30', 'predicted_team_runs': 1, 'opponent_runs': 9, 'margin_for_predicted_team': -8, 'winner': 'BOS'}, {'date': '2026-05-29', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'CLE'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'BOS', 'output_pre_simulation_winner': 'BOS', 'output_opponent_team': 'CLE', 'simulation_score_winner': 'BOS', 'final_score_winner': 'BOS', 'pre_simulation_winner': 'BOS', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CLE 3 - 4 BOS', 'winner': 'BOS'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CLE 3 - 4 BOS', 'winner': 'BOS'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0272, 'recent_form_edge_home_minus_away': -0.5033, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'BOS', 'model_winner': 'BOS', 'simulation_winner': 'BOS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'BOS', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.1268, 'winner': 'BOS', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_CLE@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@BOS.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 12.0, 'absolute_net_margin': 12.0, 'home_average_margin': 4.0, 'home_run_delta': 0.0818, 'away_run_delta': -0.0818, 'evidence': [{'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': 8.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 3, 'away_runs': 3, 'probability': 0.03157208015782883}, {'home_runs': 2, 'away_runs': 3, 'probability': 0.030249493781464746}, {'home_runs': 3, 'away_runs': 2, 'probability': 0.029805065934887402}, {'home_runs': 2, 'away_runs': 2, 'probability': 0.02855650157184715}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.028413358903600743}], 'home_distribution': {'0': 0.09495160569035592, '1': 0.13893679527320696, '2': 0.17169881659860178, '3': 0.1792059344800353, '4': 0.15796924183297922, '5': 0.11760552933150305, '6': 0.07394656572403184, '7': 0.03926841190560274, '8': 0.01761179929515767, '9': 0.006671126533095452, '10': 0.002134173335429836}, 'away_distribution': {'0': 0.09089296935682557, '1': 0.13339233051126315, '2': 0.16631740472974058, '3': 0.17617764863331667, '4': 0.1585514396386587, '5': 0.12122601825343864, '6': 0.07874586577641476, '7': 0.04345762162669757, '8': 0.02037560050200403, '9': 0.008116357165078681, '10': 0.0027467438065618024}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.5288, 'recent_quality_edge': -0.62, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.1268}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CLE 3 - 4 BOS', 'winner': 'BOS'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CLE 3 - 4 BOS', 'winner': 'BOS'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0272, 'recent_form_edge_home_minus_away': -0.5033, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'BOS', 'model_winner': 'BOS', 'simulation_winner': 'BOS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'BOS', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.1268, 'winner': 'BOS', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 152.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 123.
PASSpitch_countsimulationBOSPITCH_COUNT_PITCHER_MATCHBOS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationBOSPITCH_COUNT_TOTAL_MATCHBOS pitch_count_summary total, row sum, and pitching total all match: 123.
PASSpitch_countsimulationCLEPITCH_COUNT_PITCHER_MATCHCLE pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCLEPITCH_COUNT_TOTAL_MATCHCLE pitch_count_summary total, row sum, and pitching total all match: 152.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 3 - 4 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 3 - 4 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=BOS, simulation=BOS, published=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): BOS wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match CLE pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match CLE pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match CLE pitching: 10.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=34 matches CLE BF=34.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match BOS pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match BOS pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match BOS pitching: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match BOS pitching: 6.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=33 matches BOS BF=33.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.526 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 496, 'empirical_hit_rate': 0.5423, 'empirical_weight': 0.5, 'blended_confidence': 0.5262, 'published_confidence': 0.505257, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBOSCURRENT_LINEUP_SHAPEBOS current lineup has 9 expected positions.
PASScurrent_payloadcurrentBOSCURRENT_MODEL_ZERO_FALLBACKBOS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBOSCURRENT_NAMES_PRESENTBOS current hitter names are populated.
PASScurrent_payloadcurrentBOSCURRENT_PREDICTIONS_MATCH_FINALIZEDBOS hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.505.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.709/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 4, BOS 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 3 - BOS 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for BOS; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'BOS', 'h2h_net_margin': -12, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-31', 'predicted_team_runs': 4, 'opponent_runs': 9, 'margin_for_predicted_team': -5, 'winner': 'BOS'}, {'date': '2026-05-30', 'predicted_team_runs': 1, 'opponent_runs': 9, 'margin_for_predicted_team': -8, 'winner': 'BOS'}, {'date': '2026-05-29', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'CLE'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'BOS', 'output_pre_simulation_winner': 'BOS', 'output_opponent_team': 'CLE', 'simulation_score_winner': 'BOS', 'final_score_winner': 'BOS', 'pre_simulation_winner': 'BOS', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CLE 3 - 4 BOS', 'winner': 'BOS'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CLE 3 - 4 BOS', 'winner': 'BOS'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0272, 'recent_form_edge_home_minus_away': -0.5033, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'BOS', 'model_winner': 'BOS', 'simulation_winner': 'BOS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'BOS', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.1268, 'winner': 'BOS', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_CLE@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@BOS.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 12.0, 'absolute_net_margin': 12.0, 'home_average_margin': 4.0, 'home_run_delta': 0.0818, 'away_run_delta': -0.0818, 'evidence': [{'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': 8.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 3, 'away_runs': 3, 'probability': 0.03157208015782883}, {'home_runs': 2, 'away_runs': 3, 'probability': 0.030249493781464746}, {'home_runs': 3, 'away_runs': 2, 'probability': 0.029805065934887402}, {'home_runs': 2, 'away_runs': 2, 'probability': 0.02855650157184715}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.028413358903600743}], 'home_distribution': {'0': 0.09495160569035592, '1': 0.13893679527320696, '2': 0.17169881659860178, '3': 0.1792059344800353, '4': 0.15796924183297922, '5': 0.11760552933150305, '6': 0.07394656572403184, '7': 0.03926841190560274, '8': 0.01761179929515767, '9': 0.006671126533095452, '10': 0.002134173335429836}, 'away_distribution': {'0': 0.09089296935682557, '1': 0.13339233051126315, '2': 0.16631740472974058, '3': 0.17617764863331667, '4': 0.1585514396386587, '5': 0.12122601825343864, '6': 0.07874586577641476, '7': 0.04345762162669757, '8': 0.02037560050200403, '9': 0.008116357165078681, '10': 0.0027467438065618024}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.5288, 'recent_quality_edge': -0.62, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.1268}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CLE 3 - 4 BOS', 'winner': 'BOS'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CLE 3 - 4 BOS', 'winner': 'BOS'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0272, 'recent_form_edge_home_minus_away': -0.5033, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'BOS', 'model_winner': 'BOS', 'simulation_winner': 'BOS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'BOS', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.1268, 'winner': 'BOS', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 152.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 123.
PASSpitch_countsimulationBOSPITCH_COUNT_PITCHER_MATCHBOS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationBOSPITCH_COUNT_TOTAL_MATCHBOS pitch_count_summary total, row sum, and pitching total all match: 123.
PASSpitch_countsimulationCLEPITCH_COUNT_PITCHER_MATCHCLE pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCLEPITCH_COUNT_TOTAL_MATCHCLE pitch_count_summary total, row sum, and pitching total all match: 152.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 3 - 4 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 3 - 4 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=BOS, simulation=BOS, published=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): BOS wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBOSCURRENT_PITCHER_DUPLICATIONBOS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=32, sim=30; H: current=8, sim=3; 2B: current=2, sim=0; SO: current=8, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Nick Sogard: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, BB current=1 box=0; Adley Rutschman: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Roman Anthony: R current=0 box=1, BB current=1 box=0; Andruw Monasterio: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Isiah Kiner-Falefa: H current=1 box=0; Nate Eaton: AB current=3 box=2, BB current=0 box=1; Jahmai Jones: AB current=3 box=4, RBI current=0 box=2, SO current=1 box=2; Wilyer Abreu: H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=8, sim=4; 2B: current=2, sim=1; HR: current=1, sim=2; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=3, sim=2; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Steven Kwan: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=0 box=1; Jo Adell: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=2; David Fry: H current=0 box=1, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Angel Martínez: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; José Ramírez: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Travis Bazzana: AB current=3 box=2, R current=1 box=0, BB current=0 box=1; Chase DeLauter: HR current=0 box=1, R current=0 box=1, BB current=1 box=0, SO current=1 box=0; Austin Hedges: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1334887525701054.821217428059169Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction430.505Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment33Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CLE01020000034
BOS00300001043
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCLEbatting32820144370000
currentCLEpitching3143108.0400
currentBOSbatting32820144380000
currentBOSpitching423269.0300
simulationCLEbatting314102332600
simulationCLEpitching3143109.0434152
simulationBOSbatting3030014431001
simulationBOSpitching423269.0333123
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCLECFSteven Kwan041000101000.250
currentCLEDHJo Adell041100010100.250
currentCLE1BDavid Fry030000000100.000
currentCLELFAngel Martínez041001110100.250
currentCLE3BJosé Ramírez041100111100.250
currentCLE2BTravis Bazzana031000100100.333
currentCLERFChase DeLauter041000011100.250
currentCLECAustin Hedges031000000100.333
currentCLESSBrayan Rocchio031000000000.333
currentBOS1BNick Sogard041000001100.250
currentBOSCAdley Rutschman041100111100.250
currentBOSLFRoman Anthony041000011100.250
currentBOS2BAndruw Monasterio041100010100.250
currentBOSSSIsiah Kiner-Falefa031000000100.333
currentBOSCFNate Eaton030000000100.000
currentBOSDHJahmai Jones031001100100.333
currentBOSRFWilyer Abreu041000110100.250
currentBOS3BCaleb Durbin031000100000.333
simulationCLE1CFSteven Kwan440000000100.000
simulationCLE23BJosé Ramírez440000000000.000
simulationCLE3RFChase DeLauter441001110000.250
simulationCLE4DHJo Adell440000000200.000
simulationCLE5LFAngel Martínez440000000000.000
simulationCLE61BDavid Fry431100101100.333
simulationCLE72BTravis Bazzana321000001100.500
simulationCLE8CAustin Hedges331001120000.333
simulationCLE9SSBrayan Rocchio330000000100.000
simulationBOS1LFRoman Anthony441000110100.250
simulationBOS21BNick Sogard431000110010.333
simulationBOS3DHJahmai Jones441001120200.250
simulationBOS4RFWilyer Abreu440000000100.000
simulationBOS5CAdley Rutschman430000101100.000
simulationBOS63BCaleb Durbin430000001200.000
simulationBOS72BAndruw Monasterio440000000100.000
simulationBOS8SSIsiah Kiner-Falefa330000000100.000
simulationBOS9CFNate Eaton320000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCLE1Parker MessickStarter6.0133281004.502.571.04
currentCLE2Cade SmithCloser1.1000000000.002.020.98
currentCLE3Hunter GaddisSetup Man0.22111200013.502.511.15
currentBOS1Payton TolleStarter5.2433262004.763.021.07
currentBOS2Aroldis ChapmanCloser1.0000000000.001.421.07
currentBOS3Erik MillerSetup Man1.0000000000.002.741.32
currentBOS4Garrett WhitlockMiddle Reliever (High Leverage)1.0000000000.001.750.88
currentBOS5Greg WeissertMiddle Reliever (High Leverage)0.1000000000.003.191.18
simulationCLE1Parker MessickStarter6.013328124994.502.571.04
simulationCLE2Cade SmithCloser1.10000005290.002.020.98
simulationCLE3Hunter GaddisSetup Man1.22111205245.402.511.15
simulationBOS1Payton TolleStarter5.243326223914.763.021.07
simulationBOS2Aroldis ChapmanCloser1.0000000330.001.421.07
simulationBOS3Erik MillerSetup Man1.00000003120.002.741.32
simulationBOS4Garrett WhitlockMiddle Reliever (High Leverage)1.00000003130.001.750.88
simulationBOS5Greg WeissertMiddle Reliever (High Leverage)0.1000000140.003.191.18
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CLEParker MessickStarter6.031282499
CLECade SmithCloser1.10000529
CLEHunter GaddisSetup Man1.21212524
BOSPayton TolleStarter5.234262391
BOSAroldis ChapmanCloser1.0000033
BOSErik MillerSetup Man1.00000312
BOSGarrett WhitlockMiddle Reliever (High Leverage)1.00000313
BOSGreg WeissertMiddle Reliever (High Leverage)0.1000014
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_HOU@SEA

20260922_HOU@SEA.json • 2026-09-22

HOU 3 - SEA 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 102INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=7, sim=6; 2B: current=1, sim=0; HR: current=1, sim=2; RBI: current=4, sim=3; R: current=4, sim=3; SO: current=10, sim=3; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jose Altuve: H current=1 box=0, 2B current=1 box=0, R current=1 box=0; Jeremy Peña: H current=1 box=2, RBI current=0 box=1, SO current=1 box=0; Isaac Paredes: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Yordan Alvarez: HR current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Yainer Diaz: HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Taylor Trammell: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Cam Smith: H current=0 box=1, BB current=0 box=1, SO current=1 box=0; Christian Walker: HR current=0 box=1, R current=0 box=1, SO current=1 box=0, HBP current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=8, sim=9; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=5; SO: current=9, sim=5; SF: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Randy Arozarena: AB current=4 box=5, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; J.P. Crawford: AB current=4 box=3, H current=1 box=2, BB current=1 box=2; Dominic Canzone: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, SF current=0 box=1; Cal Raleigh: AB current=4 box=3, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Lazaro Montes: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Brock Rodden: AB current=3 box=2, BB current=0 box=2, SO current=1 box=0; Julio Rodríguez: H current=1 box=2, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Josh Naylor: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, SF current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match SEA pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match SEA pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match SEA pitching: 6.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match SEA pitching: 3.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=36 matches SEA BF=36.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match HOU pitching: 5.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match HOU pitching: 9.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match HOU pitching: 5.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=38 matches HOU BF=38.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.727 -> 0.643 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.72737, 'sample_size': 236, 'empirical_hit_rate': 0.5593, 'empirical_weight': 0.5, 'blended_confidence': 0.643335, 'published_confidence': 0.6, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.537/0.731.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 6, SEA 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 3 - SEA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SEA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SEA; cap=0.6, reasons=recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.6, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile'], 'signals': {'predicted_team': 'SEA', 'opponent_team': 'HOU', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-16', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'SEA'}, {'date': '2026-08-15', 'predicted_team_runs': 10, 'opponent_runs': 5, 'margin_for_predicted_team': 5, 'winner': 'SEA'}, {'date': '2026-08-14', 'predicted_team_runs': 7, 'opponent_runs': 10, 'margin_for_predicted_team': -3, 'winner': 'HOU'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260816', 'away': 'SEA', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'SEA', 'actual_margin': 1, 'raw_pick_probability': 0.5125, 'artifact': '20260816_SEA@HOU.json', 'verification': 'pregame_official_final'}, {'date': '20260815', 'away': 'SEA', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'SEA', 'actual_margin': 5, 'raw_pick_probability': 0.55645, 'artifact': '20260815_SEA@HOU.json', 'verification': 'pregame_official_final'}, {'date': '20260814', 'away': 'SEA', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'HOU', 'actual_margin': 3, 'raw_pick_probability': 0.512, 'artifact': '20260814_SEA@HOU.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SEA', 'guardrail_opponent_team': 'HOU', 'output_pre_simulation_winner': 'SEA', 'output_opponent_team': 'HOU', 'simulation_score_winner': 'SEA', 'final_score_winner': 'SEA', 'pre_simulation_winner': 'SEA', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 SEA', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 SEA', 'winner': 'SEA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0779, 'recent_form_edge_home_minus_away': 0.83, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 5, 'winner': 'SEA', 'model_winner': 'SEA', 'simulation_winner': 'SEA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'SEA', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'SEA', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 5}, 'simulation_score': {'away_runs': 3, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.2535, 'winner': 'SEA', 'score_reviewed': {'away_runs': 3, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_HOU@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@SEA.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 7.0, 'absolute_net_margin': 7.0, 'home_average_margin': 1.4, 'home_run_delta': 0.0404, 'away_run_delta': -0.0404, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 3, 'probability': 0.018994785139768024}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.018888997995317458}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.018778225703798314}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.018673644637972303}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.017619029641146693}], 'home_distribution': {'0': 0.03521310791219545, '1': 0.05368904465261698, '2': 0.07506452916104552, '3': 0.09623911567851039, '4': 0.11314523081517074, '5': 0.12198000643035156, '6': 0.12058931307963641, '7': 0.10931927952471, '8': 0.09087668374629834, '9': 0.06927490682343743, '10': 0.048424729153996086, '11': 0.031040322193049103, '12': 0.01824538411396884, '13': 0.009834393268892872, '14': 0.004860824062102793, '15': 0.0022031293840174084}, 'away_distribution': {'0': 0.07066150348715038, '1': 0.10519062513444784, '2': 0.13688777232459132, '3': 0.15572047990187401, '4': 0.1548532300340773, '5': 0.13461339000861963, '6': 0.10229389414641456, '7': 0.0679523717788645, '8': 0.03945962788198028, '9': 0.02003063921448361, '10': 0.008888533008135602, '11': 0.0034479330793607994}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.0192, 'recent_quality_edge': 0.76, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.2535}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 SEA', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 SEA', 'winner': 'SEA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0779, 'recent_form_edge_home_minus_away': 0.83, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 5, 'winner': 'SEA', 'model_winner': 'SEA', 'simulation_winner': 'SEA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'SEA', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'SEA', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 5}, 'simulation_score': {'away_runs': 3, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.2535, 'winner': 'SEA', 'score_reviewed': {'away_runs': 3, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 135.
PASSpitch_countsimulationHOUPITCH_COUNT_PITCHER_MATCHHOU pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationHOUPITCH_COUNT_TOTAL_MATCHHOU pitch_count_summary total, row sum, and pitching total all match: 155.
PASSpitch_countsimulationSEAPITCH_COUNT_PITCHER_MATCHSEA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSEAPITCH_COUNT_TOTAL_MATCHSEA pitch_count_summary total, row sum, and pitching total all match: 135.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 6 pitchers in the box actually appeared.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 3 - 5 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 3 - 5 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SEA, simulation=SEA, published=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): SEA wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match SEA pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match SEA pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match SEA pitching: 6.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match SEA pitching: 3.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=36 matches SEA BF=36.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match HOU pitching: 5.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match HOU pitching: 9.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match HOU pitching: 5.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=38 matches HOU BF=38.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.727 -> 0.643 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.72737, 'sample_size': 236, 'empirical_hit_rate': 0.5593, 'empirical_weight': 0.5, 'blended_confidence': 0.643335, 'published_confidence': 0.6, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.537/0.731.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 6, SEA 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 3 - SEA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SEA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SEA; cap=0.6, reasons=recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.6, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile'], 'signals': {'predicted_team': 'SEA', 'opponent_team': 'HOU', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-16', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'SEA'}, {'date': '2026-08-15', 'predicted_team_runs': 10, 'opponent_runs': 5, 'margin_for_predicted_team': 5, 'winner': 'SEA'}, {'date': '2026-08-14', 'predicted_team_runs': 7, 'opponent_runs': 10, 'margin_for_predicted_team': -3, 'winner': 'HOU'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260816', 'away': 'SEA', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'SEA', 'actual_margin': 1, 'raw_pick_probability': 0.5125, 'artifact': '20260816_SEA@HOU.json', 'verification': 'pregame_official_final'}, {'date': '20260815', 'away': 'SEA', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'SEA', 'actual_margin': 5, 'raw_pick_probability': 0.55645, 'artifact': '20260815_SEA@HOU.json', 'verification': 'pregame_official_final'}, {'date': '20260814', 'away': 'SEA', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'HOU', 'actual_margin': 3, 'raw_pick_probability': 0.512, 'artifact': '20260814_SEA@HOU.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SEA', 'guardrail_opponent_team': 'HOU', 'output_pre_simulation_winner': 'SEA', 'output_opponent_team': 'HOU', 'simulation_score_winner': 'SEA', 'final_score_winner': 'SEA', 'pre_simulation_winner': 'SEA', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 SEA', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 SEA', 'winner': 'SEA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0779, 'recent_form_edge_home_minus_away': 0.83, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 5, 'winner': 'SEA', 'model_winner': 'SEA', 'simulation_winner': 'SEA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'SEA', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'SEA', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 5}, 'simulation_score': {'away_runs': 3, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.2535, 'winner': 'SEA', 'score_reviewed': {'away_runs': 3, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_HOU@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@SEA.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 7.0, 'absolute_net_margin': 7.0, 'home_average_margin': 1.4, 'home_run_delta': 0.0404, 'away_run_delta': -0.0404, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 3, 'probability': 0.018994785139768024}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.018888997995317458}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.018778225703798314}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.018673644637972303}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.017619029641146693}], 'home_distribution': {'0': 0.03521310791219545, '1': 0.05368904465261698, '2': 0.07506452916104552, '3': 0.09623911567851039, '4': 0.11314523081517074, '5': 0.12198000643035156, '6': 0.12058931307963641, '7': 0.10931927952471, '8': 0.09087668374629834, '9': 0.06927490682343743, '10': 0.048424729153996086, '11': 0.031040322193049103, '12': 0.01824538411396884, '13': 0.009834393268892872, '14': 0.004860824062102793, '15': 0.0022031293840174084}, 'away_distribution': {'0': 0.07066150348715038, '1': 0.10519062513444784, '2': 0.13688777232459132, '3': 0.15572047990187401, '4': 0.1548532300340773, '5': 0.13461339000861963, '6': 0.10229389414641456, '7': 0.0679523717788645, '8': 0.03945962788198028, '9': 0.02003063921448361, '10': 0.008888533008135602, '11': 0.0034479330793607994}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.0192, 'recent_quality_edge': 0.76, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.2535}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 SEA', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 SEA', 'winner': 'SEA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0779, 'recent_form_edge_home_minus_away': 0.83, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 5, 'winner': 'SEA', 'model_winner': 'SEA', 'simulation_winner': 'SEA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'SEA', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'SEA', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 5}, 'simulation_score': {'away_runs': 3, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.2535, 'winner': 'SEA', 'score_reviewed': {'away_runs': 3, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 135.
PASSpitch_countsimulationHOUPITCH_COUNT_PITCHER_MATCHHOU pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationHOUPITCH_COUNT_TOTAL_MATCHHOU pitch_count_summary total, row sum, and pitching total all match: 155.
PASSpitch_countsimulationSEAPITCH_COUNT_PITCHER_MATCHSEA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSEAPITCH_COUNT_TOTAL_MATCHSEA pitch_count_summary total, row sum, and pitching total all match: 135.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 6 pitchers in the box actually appeared.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 3 - 5 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 3 - 5 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SEA, simulation=SEA, published=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): SEA wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=7, sim=6; 2B: current=1, sim=0; HR: current=1, sim=2; RBI: current=4, sim=3; R: current=4, sim=3; SO: current=10, sim=3; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jose Altuve: H current=1 box=0, 2B current=1 box=0, R current=1 box=0; Jeremy Peña: H current=1 box=2, RBI current=0 box=1, SO current=1 box=0; Isaac Paredes: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Yordan Alvarez: HR current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Yainer Diaz: HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Taylor Trammell: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Cam Smith: H current=0 box=1, BB current=0 box=1, SO current=1 box=0; Christian Walker: HR current=0 box=1, R current=0 box=1, SO current=1 box=0, HBP current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=8, sim=9; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=5; SO: current=9, sim=5; SF: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Randy Arozarena: AB current=4 box=5, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; J.P. Crawford: AB current=4 box=3, H current=1 box=2, BB current=1 box=2; Dominic Canzone: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, SF current=0 box=1; Cal Raleigh: AB current=4 box=3, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Lazaro Montes: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Brock Rodden: AB current=3 box=2, BB current=0 box=2, SO current=1 box=0; Julio Rodríguez: H current=1 box=2, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Josh Naylor: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, SF current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.84573320204956834.975609731618868Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction350.600Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment35Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review35Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target35Capped at max 12 realistic runs
simulation_result35Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
HOU00001020036
SEA00002120059
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentHOUbatting327101442100000
currentHOUpitching915558.0500
currentSEAbatting34810144390000
currentSEApitching623239.0300
simulationHOUbatting336002332301
simulationHOUpitching915558.0538155
simulationSEAbatting319101555520
simulationSEApitching623239.0336135
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentHOU2BJose Altuve041100100100.250
currentHOUSSJeremy Peña041000100100.250
currentHOU3BIsaac Paredes041000111100.250
currentHOUDHYordan Alvarez041001111100.250
currentHOUCYainer Diaz041000010100.250
currentHOULFTaylor Trammell031000000100.333
currentHOURFCam Smith030000000100.000
currentHOU1BChristian Walker031000010100.333
currentHOUCFBrice Matthews030000000200.000
currentSEALFRandy Arozarena041000111100.250
currentSEASSJ.P. Crawford041000101100.250
currentSEADHDominic Canzone041100110100.250
currentSEACCal Raleigh041001111100.250
currentSEARFLazaro Montes031000010100.333
currentSEA3BBrock Rodden030000000100.000
currentSEACFJulio Rodríguez041000000100.250
currentSEA1BJosh Naylor041000000100.250
currentSEA2BCole Young041000000100.250
simulationHOU1SSJeremy Peña442000110000.500
simulationHOU2DHYordan Alvarez441000000000.250
simulationHOU33BIsaac Paredes440000000100.000
simulationHOU42BJose Altuve440000000100.000
simulationHOU5CYainer Diaz441001110000.250
simulationHOU61BChristian Walker431001110010.333
simulationHOU7LFTaylor Trammell430000001000.000
simulationHOU8RFCam Smith431000001000.333
simulationHOU9CFBrice Matthews440000000100.000
simulationSEA1SSJ.P. Crawford532000102100.667
simulationSEA2LFRandy Arozarena551100000100.200
simulationSEA3DHDominic Canzone430000110100.000
simulationSEA4CCal Raleigh431000001100.333
simulationSEA5CFJulio Rodríguez442000110000.500
simulationSEA61BJosh Naylor431000110100.333
simulationSEA72BCole Young442001120000.500
simulationSEA8RFLazaro Montes440000000000.000
simulationSEA93BBrock Rodden420000002000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentHOU1Cristian JavierStarter5.0633321005.405.311.46
currentHOU2Logan VanWeySetup Man1.1000120000.002.251.00
currentHOU4Josh HaderCloser1.23221100010.800.620.58
currentSEA1Logan GilbertStarter5.2633132004.763.691.06
currentSEA2Andrés MuñozCloser2.0000000000.003.921.19
currentSEA5José A. FerrerSetup Man1.1000100000.003.941.44
simulationHOU1Cristian JavierStarter5.0633321241005.405.311.46
simulationHOU2Josh HaderCloser1.232211093410.800.620.58
simulationHOU3Logan VanWeySetup Man1.10001205210.002.251.00
simulationSEA1Logan GilbertStarter5.263313225934.763.691.06
simulationSEA2Andrés MuñozCloser2.00000006210.003.921.19
simulationSEA3José A. FerrerSetup Man1.10001005210.003.941.44
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
HOUCristian JavierStarter5.0363224100
HOULogan VanWeySetup Man1.10012521
HOUJosh HaderCloser1.22311934
SEALogan GilbertStarter5.236132593
SEAAndrés MuñozCloser2.00000621
SEAJosé A. FerrerSetup Man1.10010521
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_LAA@OAK

20260922_LAA@OAK.json • 2026-09-22

LAA 5 - OAK 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (H: current=9, sim=5; 2B: current=2, sim=1; HR: current=1, sim=2; R: current=3, sim=5; SO: current=8, sim=5; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Mike Trout: AB current=4 box=3, 2B current=1 box=0, BB current=1 box=0, SO current=1 box=0; Vaughn Grissom: 2B current=1 box=0, RBI current=1 box=2, R current=0 box=1; Jose Siri: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Moisés Ballesteros: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Wade Meckler: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Christian Moore: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Zach Neto: AB current=4 box=3; Denzer Guzman: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=9, sim=6; 2B: current=2, sim=3; HR: current=1, sim=0; RBI: current=5, sim=4; BB: current=3, sim=2; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Henry Bolte: 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Shea Langeliers: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Tommy White: 2B current=0 box=1; Joshua Kuroda-Grauer: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Alika Williams: AB current=3 box=4, 2B current=1 box=0, RBI current=0 box=1, R current=0 box=1; Zack Gelof: AB current=4 box=3, RBI current=1 box=0, HBP current=0 box=1; Denzel Clarke: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Jonah Heim: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match OAK pitching: 3.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match OAK pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match OAK pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match OAK pitching: 5.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches OAK BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match LAA pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match LAA pitching: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match LAA pitching: 8.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=36 matches LAA BF=36.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.590 -> 0.573 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.589632, 'sample_size': 608, 'empirical_hit_rate': 0.5559, 'empirical_weight': 0.5, 'blended_confidence': 0.572766, 'published_confidence': 0.53, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLAACURRENT_LINEUP_SHAPELAA current lineup has 9 expected positions.
PASScurrent_payloadcurrentLAACURRENT_MODEL_ZERO_FALLBACKLAA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLAACURRENT_NAMES_PRESENTLAA current hitter names are populated.
PASScurrent_payloadcurrentLAACURRENT_PREDICTIONS_MATCH_FINALIZEDLAA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.488/0.674.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAA 5, OAK 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 5 - OAK 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAA; cap=0.53, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'repeat-pick evidence cleared the reversal bar after a blowout miss and an opponent breakout; this guardrail caps confidence and shifts runs toward the opponent, it has no authority to change the winner'], 'signals': {'predicted_team': 'LAA', 'opponent_team': 'OAK', 'h2h_net_margin': 0, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-28', 'predicted_team_runs': 4, 'opponent_runs': 1, 'margin_for_predicted_team': 3, 'winner': 'LAA'}, {'date': '2026-06-27', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'LAA'}, {'date': '2026-06-26', 'predicted_team_runs': 3, 'opponent_runs': 9, 'margin_for_predicted_team': -6, 'winner': 'OAK'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260627', 'away': 'OAK', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'LAA', 'actual_margin': 3, 'raw_pick_probability': 0.525, 'artifact': '20260627_OAK@LAA.json', 'verification': 'pregame_official_final'}, {'date': '20260626', 'away': 'OAK', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'OAK', 'actual_margin': 6, 'raw_pick_probability': 0.51, 'artifact': '20260626_OAK@LAA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAA', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'LAA', 'output_opponent_team': 'OAK', 'simulation_score_winner': 'LAA', 'final_score_winner': 'LAA', 'pre_simulation_winner': 'LAA', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'LAA 5 - 4 OAK', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'LAA 5 - 4 OAK', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1275, 'recent_form_edge_home_minus_away': -0.562, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAA', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAA', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.6836, 'winner': 'LAA', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_LAA@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@OAK.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -1.8, 'home_run_delta': -0.0519, 'away_run_delta': 0.0519, 'evidence': [{'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -7.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 5, 'probability': 0.01802074068732686}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01740953005386772}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.01723162970667973}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.01717736037965188}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.0166932069363516}], 'home_distribution': {'0': 0.05343477770460599, '1': 0.08048449357157093, '2': 0.10848806793669231, '3': 0.13086794555365955, '4': 0.14127526964097756, '5': 0.13648362713595566, '6': 0.1179985082313575, '7': 0.09129647901469569, '8': 0.06321397362774946, '9': 0.03917001191984276, '10': 0.021720802514359438, '11': 0.010779027522363118, '12': 0.004787015626169971}, 'away_distribution': {'0': 0.03971920077593216, '1': 0.060376326773134426, '2': 0.08365085414937108, '3': 0.10563591005741368, '4': 0.12158787892109253, '5': 0.12755764496590888, '6': 0.12197201782357538, '7': 0.10630444649981503, '8': 0.0844462091392718, '9': 0.06114295053772614, '10': 0.04035061256743805, '11': 0.02427120720779267, '12': 0.013306692762599024, '13': 0.0066494601431591385, '14': 0.0030285876757699254}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.8622, 'recent_quality_edge': -0.352, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.6836}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'LAA 5 - 4 OAK', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'LAA 5 - 4 OAK', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1275, 'recent_form_edge_home_minus_away': -0.562, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAA', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAA', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.6836, 'winner': 'LAA', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 136.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
PASSpitch_countsimulationLAAPITCH_COUNT_PITCHER_MATCHLAA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLAAPITCH_COUNT_TOTAL_MATCHLAA pitch_count_summary total, row sum, and pitching total all match: 136.
PASSpitch_countsimulationOAKPITCH_COUNT_PITCHER_MATCHOAK pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationOAKPITCH_COUNT_TOTAL_MATCHOAK pitch_count_summary total, row sum, and pitching total all match: 137.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAA 5 - 4 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 5 - 4 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAA wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAA, simulation=LAA, published=LAA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAA wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAA wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAA wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match OAK pitching: 3.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match OAK pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match OAK pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match OAK pitching: 5.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches OAK BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match LAA pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match LAA pitching: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match LAA pitching: 8.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=36 matches LAA BF=36.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.590 -> 0.573 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.589632, 'sample_size': 608, 'empirical_hit_rate': 0.5559, 'empirical_weight': 0.5, 'blended_confidence': 0.572766, 'published_confidence': 0.53, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLAACURRENT_LINEUP_SHAPELAA current lineup has 9 expected positions.
PASScurrent_payloadcurrentLAACURRENT_MODEL_ZERO_FALLBACKLAA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLAACURRENT_NAMES_PRESENTLAA current hitter names are populated.
PASScurrent_payloadcurrentLAACURRENT_PREDICTIONS_MATCH_FINALIZEDLAA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.488/0.674.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAA 5, OAK 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 5 - OAK 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAA; cap=0.53, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'repeat-pick evidence cleared the reversal bar after a blowout miss and an opponent breakout; this guardrail caps confidence and shifts runs toward the opponent, it has no authority to change the winner'], 'signals': {'predicted_team': 'LAA', 'opponent_team': 'OAK', 'h2h_net_margin': 0, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-28', 'predicted_team_runs': 4, 'opponent_runs': 1, 'margin_for_predicted_team': 3, 'winner': 'LAA'}, {'date': '2026-06-27', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'LAA'}, {'date': '2026-06-26', 'predicted_team_runs': 3, 'opponent_runs': 9, 'margin_for_predicted_team': -6, 'winner': 'OAK'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260627', 'away': 'OAK', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'LAA', 'actual_margin': 3, 'raw_pick_probability': 0.525, 'artifact': '20260627_OAK@LAA.json', 'verification': 'pregame_official_final'}, {'date': '20260626', 'away': 'OAK', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'OAK', 'actual_margin': 6, 'raw_pick_probability': 0.51, 'artifact': '20260626_OAK@LAA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAA', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'LAA', 'output_opponent_team': 'OAK', 'simulation_score_winner': 'LAA', 'final_score_winner': 'LAA', 'pre_simulation_winner': 'LAA', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'LAA 5 - 4 OAK', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'LAA 5 - 4 OAK', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1275, 'recent_form_edge_home_minus_away': -0.562, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAA', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAA', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.6836, 'winner': 'LAA', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_LAA@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@OAK.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -1.8, 'home_run_delta': -0.0519, 'away_run_delta': 0.0519, 'evidence': [{'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -7.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 5, 'probability': 0.01802074068732686}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01740953005386772}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.01723162970667973}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.01717736037965188}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.0166932069363516}], 'home_distribution': {'0': 0.05343477770460599, '1': 0.08048449357157093, '2': 0.10848806793669231, '3': 0.13086794555365955, '4': 0.14127526964097756, '5': 0.13648362713595566, '6': 0.1179985082313575, '7': 0.09129647901469569, '8': 0.06321397362774946, '9': 0.03917001191984276, '10': 0.021720802514359438, '11': 0.010779027522363118, '12': 0.004787015626169971}, 'away_distribution': {'0': 0.03971920077593216, '1': 0.060376326773134426, '2': 0.08365085414937108, '3': 0.10563591005741368, '4': 0.12158787892109253, '5': 0.12755764496590888, '6': 0.12197201782357538, '7': 0.10630444649981503, '8': 0.0844462091392718, '9': 0.06114295053772614, '10': 0.04035061256743805, '11': 0.02427120720779267, '12': 0.013306692762599024, '13': 0.0066494601431591385, '14': 0.0030285876757699254}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.8622, 'recent_quality_edge': -0.352, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.6836}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'LAA 5 - 4 OAK', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'LAA 5 - 4 OAK', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1275, 'recent_form_edge_home_minus_away': -0.562, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 4, 'winner': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAA', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAA', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 5, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.6836, 'winner': 'LAA', 'score_reviewed': {'away_runs': 5, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 136.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
PASSpitch_countsimulationLAAPITCH_COUNT_PITCHER_MATCHLAA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLAAPITCH_COUNT_TOTAL_MATCHLAA pitch_count_summary total, row sum, and pitching total all match: 136.
PASSpitch_countsimulationOAKPITCH_COUNT_PITCHER_MATCHOAK pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationOAKPITCH_COUNT_TOTAL_MATCHOAK pitch_count_summary total, row sum, and pitching total all match: 137.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAA 5 - 4 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 5 - 4 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAA wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAA, simulation=LAA, published=LAA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAA wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAA wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAA wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (H: current=9, sim=5; 2B: current=2, sim=1; HR: current=1, sim=2; R: current=3, sim=5; SO: current=8, sim=5; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Mike Trout: AB current=4 box=3, 2B current=1 box=0, BB current=1 box=0, SO current=1 box=0; Vaughn Grissom: 2B current=1 box=0, RBI current=1 box=2, R current=0 box=1; Jose Siri: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Moisés Ballesteros: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Wade Meckler: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Christian Moore: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Zach Neto: AB current=4 box=3; Denzer Guzman: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=9, sim=6; 2B: current=2, sim=3; HR: current=1, sim=0; RBI: current=5, sim=4; BB: current=3, sim=2; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Henry Bolte: 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Shea Langeliers: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Tommy White: 2B current=0 box=1; Joshua Kuroda-Grauer: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Alika Williams: AB current=3 box=4, 2B current=1 box=0, RBI current=0 box=1, R current=0 box=1; Zack Gelof: AB current=4 box=3, RBI current=1 box=0, HBP current=0 box=1; Denzel Clarke: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Jonah Heim: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.1711770767611045.2114082083396065Base ML historical model prediction
variance_applied55Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.530Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by winner_starter_is_below_average, projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment54Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review54Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target54Capped at max 12 realistic runs
simulation_result54Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAA10022000055
OAK01030000046
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLAAbatting32920153380000
currentLAApitching604289.0400
currentOAKbatting34920154380000
currentOAKpitching525359.0500
simulationLAAbatting325102553501
simulationLAApitching604289.0436136
simulationOAKbatting336300442801
simulationOAKpitching525359.0536137
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAADHMike Trout041100101100.250
currentLAA1BVaughn Grissom041100010000.250
currentLAACFJose Siri031000010100.333
currentLAACMoisés Ballesteros041000010100.250
currentLAARFWade Meckler031000101100.333
currentLAA2BChristian Moore031000000100.333
currentLAASSZach Neto041001111100.250
currentLAA3BDenzer Guzman041000010100.250
currentLAALFBryce Teodosio031000000100.333
currentOAKLFHenry Bolte041000101100.250
currentOAKDHShea Langeliers041001111100.250
currentOAK1BTommy White041000000100.250
currentOAK2BJoshua Kuroda-Grauer041100110000.250
currentOAKSSAlika Williams031100000100.333
currentOAK3BZack Gelof041000110100.250
currentOAKCFDenzel Clarke031000000100.333
currentOAKCJonah Heim041000010100.250
currentOAKRFLawrence Butler041000011100.250
simulationLAA1SSZach Neto431001111100.333
simulationLAA2DHMike Trout431000100010.333
simulationLAA31BVaughn Grissom441000120000.250
simulationLAA43BDenzer Guzman440000000000.000
simulationLAA5CMoisés Ballesteros430000001000.000
simulationLAA6CFJose Siri441001120100.250
simulationLAA7RFWade Meckler430000001200.000
simulationLAA82BChristian Moore440000000000.000
simulationLAA9LFBryce Teodosio441100100100.250
simulationOAK1LFHenry Bolte441100110000.250
simulationOAK2DHShea Langeliers440000000100.000
simulationOAK3RFLawrence Butler430000001200.000
simulationOAK43BZack Gelof431000100110.333
simulationOAK51BTommy White441100000100.250
simulationOAK62BJoshua Kuroda-Grauer430000001100.000
simulationOAK7CJonah Heim442100120100.500
simulationOAK8SSAlika Williams441000110100.250
simulationOAK9CFDenzel Clarke440000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAA1Yusei KikuchiStarter5.0544260007.205.021.55
currentLAA2Ben JoyceCloser1.1100010000.004.111.11
currentLAA3José FerminMiddle Reliever (High Leverage)1.0000000000.003.121.29
currentLAA4Ryan WatsonSetup Man1.0000000000.004.061.28
currentLAA5Tayler SaucedoMiddle Reliever (High Leverage)0.2000010000.002.660.98
currentOAK1Brady BassoStarter4.15552120010.384.501.48
currentOAK2Seth JohnsonReliever1.2000010000.00
currentOAK3Chris RoycroftReliever1.0000020000.00
currentOAK4Hogan HarrisReliever1.0000000000.00
currentOAK5Luis MedinaReliever1.0000110000.00
simulationLAA1Yusei KikuchiStarter5.054426023867.205.021.55
simulationLAA2Ben JoyceCloser1.11000105160.004.111.11
simulationLAA3Ryan WatsonSetup Man1.00000003130.004.061.28
simulationLAA4Tayler SaucedoMiddle Reliever (High Leverage)0.2000010280.002.660.98
simulationLAA5José FerminMiddle Reliever (High Leverage)1.00000003130.003.121.29
simulationOAK1Brady BassoStarter4.1555212217810.384.501.48
simulationOAK2Seth JohnsonReliever1.20000105160.005.081.55
simulationOAK3Chris RoycroftReliever1.00000203130.006.191.79
simulationOAK4Hogan HarrisReliever1.00000003130.003.341.43
simulationOAK5Luis MedinaReliever1.00001104170.002.941.28
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LAAYusei KikuchiStarter5.045262386
LAABen JoyceCloser1.10101516
LAAJosé FerminMiddle Reliever (High Leverage)1.00000313
LAARyan WatsonSetup Man1.00000313
LAATayler SaucedoMiddle Reliever (High Leverage)0.2000128
OAKBrady BassoStarter4.155212178
OAKSeth JohnsonReliever1.20001516
OAKChris RoycroftReliever1.00002313
OAKHogan HarrisReliever1.00000313
OAKLuis MedinaReliever1.00011417
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_MIA@CHC

20260922_MIA@CHC.json • 2026-09-22

MIA 4 - CHC 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=9, sim=8; 2B: current=1, sim=2; 3B: current=0, sim=1; HR: current=2, sim=0; RBI: current=5, sim=6; R: current=5, sim=6; BB: current=4, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Seiya Suzuki: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Michael Conforto: AB current=3 box=4, H current=1 box=2, RBI current=1 box=2, R current=0 box=1; Michael Busch: RBI current=0 box=2; Pedro Ramirez: AB current=4 box=3, H current=1 box=2, 2B current=1 box=0, RBI current=1 box=0; Pete Crow-Armstrong: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, SO current=1 box=2; Nico Hoerner: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=0 box=2; Ian Happ: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Carson Kelly: H current=1 box=2, 2B current=0 box=2, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model pitcher projections differ from final simulation pitching box score (BB: current=5, sim=6).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; HR: current=1, sim=3; R: current=5, sim=4; BB: current=3, sim=1; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: H current=1 box=2, HR current=0 box=1, R current=0 box=1, BB current=1 box=0; Agustín Ramírez: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1; Esteury Ruiz: AB current=3 box=4, 2B current=0 box=1; Otto Lopez: SO current=1 box=0; Deyvison De Los Santos: AB current=3 box=4, SO current=1 box=2; Jared Serna: AB current=3 box=4, R current=1 box=0, SO current=1 box=0; Heriberto Hernández: H current=1 box=2, RBI current=1 box=2, BB current=1 box=0, SO current=1 box=0; Javier Sanoja: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match MIA pitching: 6.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match MIA pitching: 0.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match MIA pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match MIA pitching: 9.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=39 matches MIA BF=39.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match CHC pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match CHC pitching: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match CHC pitching: 8.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match CHC pitching: 5.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=36 matches CHC BF=36.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.725 -> 0.646 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.72548, 'sample_size': 127, 'empirical_hit_rate': 0.5669, 'empirical_weight': 0.5, 'blended_confidence': 0.64619, 'published_confidence': 0.53, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.709/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIA 8, CHC 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 4 - CHC 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CHC; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'repeat-pick evidence cleared the reversal bar after a blowout miss and an opponent breakout; this guardrail caps confidence and shifts runs toward the opponent, it has no authority to change the winner'], 'signals': {'predicted_team': 'CHC', 'opponent_team': 'MIA', 'h2h_net_margin': -1, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-06', 'predicted_team_runs': 3, 'opponent_runs': 10, 'margin_for_predicted_team': -7, 'winner': 'MIA'}, {'date': '2026-09-05', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'CHC'}, {'date': '2026-09-04', 'predicted_team_runs': 6, 'opponent_runs': 1, 'margin_for_predicted_team': 5, 'winner': 'CHC'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260906', 'away': 'CHC', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'MIA', 'actual_margin': 7, 'raw_pick_probability': 0.5800000000000001, 'artifact': '20260906_CHC@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260905', 'away': 'CHC', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CHC', 'actual_margin': 1, 'raw_pick_probability': 0.73953, 'artifact': '20260905_CHC@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260904', 'away': 'CHC', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CHC', 'actual_margin': 5, 'raw_pick_probability': 0.724519, 'artifact': '20260904_CHC@MIA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHC', 'guardrail_opponent_team': 'MIA', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'MIA', 'simulation_score_winner': 'CHC', 'final_score_winner': 'CHC', 'pre_simulation_winner': 'CHC', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 CHC', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 CHC', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0872, 'recent_form_edge_home_minus_away': 0.7487, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'CHC', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CHC', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.9358, 'winner': 'CHC', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_MIA@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@CHC.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -1.0, 'absolute_net_margin': 1.0, 'home_average_margin': -0.333, 'home_run_delta': -0.0068, 'away_run_delta': 0.0068, 'evidence': [{'game_id': None, 'home_margin': -7.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 5.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 6, 'away_runs': 4, 'probability': 0.016554876461835046}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.015943673999542773}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.015904028239450838}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.01579770167309165}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.015482868722313478}], 'home_distribution': {'0': 0.028705909740914637, '1': 0.043963329549083094, '2': 0.06229504340851287, '3': 0.08166953162028669, '4': 0.09906273005129254, '5': 0.11117424159533772, '6': 0.115436118136999, '7': 0.11089779418987658, '8': 0.09857068107377329, '9': 0.08106180355582282, '10': 0.06167773583081951, '11': 0.043419442045870386, '12': 0.028280280295517657, '13': 0.017042246250201187, '14': 0.009501969203178097, '15': 0.004901669849660955, '16': 0.0023394736028526835}, 'away_distribution': {'0': 0.05544302104473786, '1': 0.08339519829268809, '2': 0.11195117495432373, '3': 0.13412499460470845, '4': 0.14341158321165826, '5': 0.13685232947926243, '6': 0.11655035738501873, '7': 0.08858669026079548, '8': 0.060092018709979406, '9': 0.036379653875476474, '10': 0.0196559384248341, '11': 0.009478125489816877, '12': 0.004078914266700017}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 1.0994, 'recent_quality_edge': 0.632, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.9358}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 CHC', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 CHC', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0872, 'recent_form_edge_home_minus_away': 0.7487, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'CHC', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CHC', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.9358, 'winner': 'CHC', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
PASSpitch_countsimulationCHCPITCH_COUNT_PITCHER_MATCHCHC pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCHCPITCH_COUNT_TOTAL_MATCHCHC pitch_count_summary total, row sum, and pitching total all match: 137.
PASSpitch_countsimulationMIAPITCH_COUNT_PITCHER_MATCHMIA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMIAPITCH_COUNT_TOTAL_MATCHMIA pitch_count_summary total, row sum, and pitching total all match: 169.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIA 4 - 6 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 4 - 6 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CHC wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match MIA pitching: 6.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match MIA pitching: 0.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match MIA pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match MIA pitching: 9.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=39 matches MIA BF=39.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match CHC pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match CHC pitching: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match CHC pitching: 8.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match CHC pitching: 5.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=36 matches CHC BF=36.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.725 -> 0.646 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.72548, 'sample_size': 127, 'empirical_hit_rate': 0.5669, 'empirical_weight': 0.5, 'blended_confidence': 0.64619, 'published_confidence': 0.53, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.709/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIA 8, CHC 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 4 - CHC 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CHC; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'repeat-pick evidence cleared the reversal bar after a blowout miss and an opponent breakout; this guardrail caps confidence and shifts runs toward the opponent, it has no authority to change the winner'], 'signals': {'predicted_team': 'CHC', 'opponent_team': 'MIA', 'h2h_net_margin': -1, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-06', 'predicted_team_runs': 3, 'opponent_runs': 10, 'margin_for_predicted_team': -7, 'winner': 'MIA'}, {'date': '2026-09-05', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'CHC'}, {'date': '2026-09-04', 'predicted_team_runs': 6, 'opponent_runs': 1, 'margin_for_predicted_team': 5, 'winner': 'CHC'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260906', 'away': 'CHC', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'MIA', 'actual_margin': 7, 'raw_pick_probability': 0.5800000000000001, 'artifact': '20260906_CHC@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260905', 'away': 'CHC', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CHC', 'actual_margin': 1, 'raw_pick_probability': 0.73953, 'artifact': '20260905_CHC@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260904', 'away': 'CHC', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CHC', 'actual_margin': 5, 'raw_pick_probability': 0.724519, 'artifact': '20260904_CHC@MIA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHC', 'guardrail_opponent_team': 'MIA', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'MIA', 'simulation_score_winner': 'CHC', 'final_score_winner': 'CHC', 'pre_simulation_winner': 'CHC', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 CHC', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 CHC', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0872, 'recent_form_edge_home_minus_away': 0.7487, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'CHC', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CHC', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.9358, 'winner': 'CHC', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_MIA@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@CHC.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -1.0, 'absolute_net_margin': 1.0, 'home_average_margin': -0.333, 'home_run_delta': -0.0068, 'away_run_delta': 0.0068, 'evidence': [{'game_id': None, 'home_margin': -7.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 5.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 6, 'away_runs': 4, 'probability': 0.016554876461835046}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.015943673999542773}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.015904028239450838}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.01579770167309165}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.015482868722313478}], 'home_distribution': {'0': 0.028705909740914637, '1': 0.043963329549083094, '2': 0.06229504340851287, '3': 0.08166953162028669, '4': 0.09906273005129254, '5': 0.11117424159533772, '6': 0.115436118136999, '7': 0.11089779418987658, '8': 0.09857068107377329, '9': 0.08106180355582282, '10': 0.06167773583081951, '11': 0.043419442045870386, '12': 0.028280280295517657, '13': 0.017042246250201187, '14': 0.009501969203178097, '15': 0.004901669849660955, '16': 0.0023394736028526835}, 'away_distribution': {'0': 0.05544302104473786, '1': 0.08339519829268809, '2': 0.11195117495432373, '3': 0.13412499460470845, '4': 0.14341158321165826, '5': 0.13685232947926243, '6': 0.11655035738501873, '7': 0.08858669026079548, '8': 0.060092018709979406, '9': 0.036379653875476474, '10': 0.0196559384248341, '11': 0.009478125489816877, '12': 0.004078914266700017}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 1.0994, 'recent_quality_edge': 0.632, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.9358}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 CHC', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 CHC', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0872, 'recent_form_edge_home_minus_away': 0.7487, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'CHC', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CHC', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.9358, 'winner': 'CHC', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
PASSpitch_countsimulationCHCPITCH_COUNT_PITCHER_MATCHCHC pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCHCPITCH_COUNT_TOTAL_MATCHCHC pitch_count_summary total, row sum, and pitching total all match: 137.
PASSpitch_countsimulationMIAPITCH_COUNT_PITCHER_MATCHMIA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMIAPITCH_COUNT_TOTAL_MATCHMIA pitch_count_summary total, row sum, and pitching total all match: 169.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIA 4 - 6 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 4 - 6 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CHC wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=9, sim=8; 2B: current=1, sim=2; 3B: current=0, sim=1; HR: current=2, sim=0; RBI: current=5, sim=6; R: current=5, sim=6; BB: current=4, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Seiya Suzuki: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Michael Conforto: AB current=3 box=4, H current=1 box=2, RBI current=1 box=2, R current=0 box=1; Michael Busch: RBI current=0 box=2; Pedro Ramirez: AB current=4 box=3, H current=1 box=2, 2B current=1 box=0, RBI current=1 box=0; Pete Crow-Armstrong: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, SO current=1 box=2; Nico Hoerner: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=0 box=2; Ian Happ: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Carson Kelly: H current=1 box=2, 2B current=0 box=2, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model pitcher projections differ from final simulation pitching box score (BB: current=5, sim=6).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; HR: current=1, sim=3; R: current=5, sim=4; BB: current=3, sim=1; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: H current=1 box=2, HR current=0 box=1, R current=0 box=1, BB current=1 box=0; Agustín Ramírez: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1; Esteury Ruiz: AB current=3 box=4, 2B current=0 box=1; Otto Lopez: SO current=1 box=0; Deyvison De Los Santos: AB current=3 box=4, SO current=1 box=2; Jared Serna: AB current=3 box=4, R current=1 box=0, SO current=1 box=0; Heriberto Hernández: H current=1 box=2, RBI current=1 box=2, BB current=1 box=0, SO current=1 box=0; Javier Sanoja: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.92909709010582555.8281509179821365Base ML historical model prediction
variance_applied46Deterministic baseline target (variance factor 1.0)
enhanced_prediction460.530Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment46Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review46Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target46Capped at max 12 realistic runs
simulation_result46Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIA10001200048
CHC10040001068
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMIAbatting33810145380000
currentMIApitching806598.0600
currentCHCbatting33910255470000
currentCHCpitching834159.0400
simulationMIAbatting358103441500
simulationMIApitching806698.0639169
simulationCHCbatting318210666911
simulationCHCpitching834159.0436137
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIADHKyle Stowers041000011100.250
currentMIACAgustín Ramírez041000101100.250
currentMIACFEsteury Ruiz031000000100.333
currentMIASSOtto Lopez041000100100.250
currentMIA1BDeyvison De Los Santos031000000100.333
currentMIA2BJared Serna030000100100.000
currentMIALFHeriberto Hernández041001111100.250
currentMIA3BJavier Sanoja041100010000.250
currentMIARFGriffin Conine041000110100.250
currentCHCRFSeiya Suzuki041001111100.250
currentCHCDHMichael Conforto031000010100.333
currentCHC1BMichael Busch041000101100.250
currentCHC3BPedro Ramirez041100010100.250
currentCHCCFPete Crow-Armstrong041001111100.250
currentCHC2BNico Hoerner041000000000.250
currentCHCLFIan Happ041000101100.250
currentCHCCCarson Kelly031000010000.333
currentCHCSSDansby Swanson031000100100.333
simulationMIA1LFHeriberto Hernández442001120000.500
simulationMIA2SSOtto Lopez441000100000.250
simulationMIA3DHKyle Stowers442001110000.500
simulationMIA43BJavier Sanoja440000000000.000
simulationMIA5CAgustín Ramírez431001111100.333
simulationMIA6CFEsteury Ruiz441100000100.250
simulationMIA7RFGriffin Conine440000000100.000
simulationMIA81BDeyvison De Los Santos441000000200.250
simulationMIA92BJared Serna440000000000.000
simulationCHC1CFPete Crow-Armstrong530000111200.000
simulationCHC2RFSeiya Suzuki540000001000.000
simulationCHC31BMichael Busch541000121100.250
simulationCHC4DHMichael Conforto442000120100.500
simulationCHC5LFIan Happ440000000100.000
simulationCHC62BNico Hoerner430000001200.000
simulationCHC73BPedro Ramirez432000101100.667
simulationCHC8CCarson Kelly432200111000.667
simulationCHC9SSDansby Swanson431010100110.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIA1Janson JunkStarter4.2655450009.644.501.34
currentMIA2Victor VodnikMiddle Reliever (High Leverage)1.1111010006.754.691.54
currentMIA3Calvin FaucherCloser1.0100020000.003.441.32
currentMIA4Michael PetersenMiddle Reliever (High Leverage)1.0000110000.003.161.12
currentCHC1Shota ImanagaStarter5.1633152005.063.801.10
currentCHC2Daniel PalenciaMiddle Reliever (High Leverage)1.0000000000.003.621.17
currentCHC3Jacob WebbCloser1.0100000000.003.481.27
currentCHC4Ryan ZeferjahnSetup Man1.2111001005.403.971.28
simulationMIA1Janson JunkStarter4.2655450251059.644.501.34
simulationMIA2Calvin FaucherCloser1.01001205200.003.441.32
simulationMIA3Michael PetersenMiddle Reliever (High Leverage)1.00001104170.003.161.12
simulationMIA4Victor VodnikMiddle Reliever (High Leverage)1.11110105276.754.691.54
simulationCHC1Shota ImanagaStarter5.163315223895.063.801.10
simulationCHC2Jacob WebbCloser1.01000004160.003.481.27
simulationCHC3Ryan ZeferjahnSetup Man1.21110016195.403.971.28
simulationCHC4Daniel PalenciaMiddle Reliever (High Leverage)1.00000003130.003.621.17
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MIAJanson JunkStarter4.2564525105
MIAVictor VodnikMiddle Reliever (High Leverage)1.11101527
MIACalvin FaucherCloser1.00112520
MIAMichael PetersenMiddle Reliever (High Leverage)1.00011417
CHCShota ImanagaStarter5.136152389
CHCDaniel PalenciaMiddle Reliever (High Leverage)1.00000313
CHCJacob WebbCloser1.00100416
CHCRyan ZeferjahnSetup Man1.21100619
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_MIL@PHI

20260922_MIL@PHI.json • 2026-09-22

MIL 7 - PHI 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 100INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentPHICURRENT_PITCHER_DUPLICATIONPHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=39; H: current=8, sim=9; 2B: current=1, sim=7; HR: current=1, sim=0; RBI: current=5, sim=7; R: current=5, sim=7; SO: current=11, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Garrett Mitchell: H current=1 box=0, 2B current=1 box=0, R current=0 box=1, SO current=2 box=1; Brice Turang: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, BB current=1 box=0; Jackson Chourio: AB current=4 box=5, 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=3; Luis Lara: AB current=4 box=3, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=1; William Contreras: AB current=4 box=5, H current=1 box=3, 2B current=0 box=2, RBI current=1 box=0; Jake Bauers: AB current=3 box=5, 2B current=0 box=1, BB current=1 box=0, SO current=1 box=0; Christian Yelich: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cooper Pratt: H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model pitcher projections differ from final simulation pitching box score (ER: current=6, sim=7).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (H: current=8, sim=3; 3B: current=0, sim=1; HR: current=1, sim=0; BB: current=3, sim=8; SO: current=8, sim=9; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Harper: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Alec Bohm: H current=1 box=0, RBI current=1 box=0, HBP current=0 box=1; Bryson Stott: 3B current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Trea Turner: H current=1 box=0, R current=1 box=0, BB current=0 box=1; J.T. Realmuto: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Kyle Schwarber: HR current=1 box=0, SO current=1 box=0; Luis Arraez: AB current=4 box=2, R current=0 box=1, BB current=0 box=3; Brandon Marsh: H current=1 box=0, RBI current=0 box=1, BB current=0 box=1, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match PHI pitching: 3.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match PHI pitching: 0.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match PHI pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match PHI pitching: 9.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=42 matches PHI BF=42.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match MIL pitching: 8.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match MIL pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match MIL pitching: 9.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=42 matches MIL BF=42.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.813 -> 0.684 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.812507, 'sample_size': 721, 'empirical_hit_rate': 0.5562, 'empirical_weight': 0.5, 'blended_confidence': 0.684354, 'published_confidence': 0.6, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.488/0.674.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIL 9, PHI 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 7 - PHI 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIL; cap=0.6, reasons=recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.6, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile'], 'signals': {'predicted_team': 'MIL', 'opponent_team': 'PHI', 'h2h_net_margin': 9, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-14', 'predicted_team_runs': 4, 'opponent_runs': 0, 'margin_for_predicted_team': 4, 'winner': 'MIL'}, {'date': '2026-06-13', 'predicted_team_runs': 8, 'opponent_runs': 9, 'margin_for_predicted_team': -1, 'winner': 'PHI'}, {'date': '2026-06-12', 'predicted_team_runs': 6, 'opponent_runs': 0, 'margin_for_predicted_team': 6, 'winner': 'MIL'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'MIL', 'guardrail_opponent_team': 'PHI', 'output_pre_simulation_winner': 'MIL', 'output_opponent_team': 'PHI', 'simulation_score_winner': 'MIL', 'final_score_winner': 'MIL', 'pre_simulation_winner': 'MIL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 7, 'home_runs': 4, 'score_text': 'MIL 7 - 4 PHI', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 4, 'score_text': 'MIL 7 - 4 PHI', 'winner': 'MIL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0042, 'recent_form_edge_home_minus_away': -1.1247, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 7, 'home_runs': 4, 'winner': 'MIL', 'model_winner': 'MIL', 'simulation_winner': 'MIL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'MIL', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 7, 'home_runs': 4}, 'simulation_score': {'away_runs': 7, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.1486, 'winner': 'MIL', 'score_reviewed': {'away_runs': 7, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_MIL@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@PHI.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -3.0, 'home_run_delta': -0.0614, 'away_run_delta': 0.0614, 'evidence': [{'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -6.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 7, 'probability': 0.014573059704334214}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.01439655865740624}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.014198771249244232}, {'home_runs': 5, 'away_runs': 6, 'probability': 0.014026803382411362}, {'home_runs': 4, 'away_runs': 8, 'probability': 0.013980176561421193}], 'home_distribution': {'0': 0.04966418821007597, '1': 0.0749909075192434, '2': 0.10183792629263153, '3': 0.12437874054997568, '4': 0.1366213058608974, '5': 0.13496662221817937, '6': 0.1199140291307264, '7': 0.09581848101364855, '8': 0.0688595591096189, '9': 0.04450562079397098, '10': 0.02587028174140091, '11': 0.01352455932659124, '12': 0.0063588818806453, '13': 0.002688896352394295}, 'away_distribution': {'0': 0.02151953985864243, '1': 0.03312541893606156, '2': 0.04765974437656828, '3': 0.0640920213014814, '4': 0.08055975903916963, '5': 0.094644259841805, '6': 0.10392794271561771, '7': 0.10666754802630818, '8': 0.10232793833529358, '9': 0.09175253390277009, '10': 0.07689601609543746, '11': 0.060235364633589535, '12': 0.04410229377193126, '13': 0.030180938645310643, '14': 0.01930484138237003, '15': 0.011541484249777918, '16': 0.006449395635557363, '17': 0.003368513606918416, '18': 0.0016444456453896439}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -1.2244, 'recent_quality_edge': -1.008, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.1486}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 7, 'home_runs': 4, 'score_text': 'MIL 7 - 4 PHI', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 4, 'score_text': 'MIL 7 - 4 PHI', 'winner': 'MIL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0042, 'recent_form_edge_home_minus_away': -1.1247, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 7, 'home_runs': 4, 'winner': 'MIL', 'model_winner': 'MIL', 'simulation_winner': 'MIL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'MIL', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 7, 'home_runs': 4}, 'simulation_score': {'away_runs': 7, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.1486, 'winner': 'MIL', 'score_reviewed': {'away_runs': 7, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 193.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countsimulationMILPITCH_COUNT_PITCHER_MATCHMIL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMILPITCH_COUNT_TOTAL_MATCHMIL pitch_count_summary total, row sum, and pitching total all match: 193.
PASSpitch_countsimulationPHIPITCH_COUNT_PITCHER_MATCHPHI pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationPHIPITCH_COUNT_TOTAL_MATCHPHI pitch_count_summary total, row sum, and pitching total all match: 154.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIL 7 - 4 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 7 - 4 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 7-4 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): MIL wins 7-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 7-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-4, final 7-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 7-4 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match PHI pitching: 3.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match PHI pitching: 0.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match PHI pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match PHI pitching: 9.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=42 matches PHI BF=42.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match MIL pitching: 8.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match MIL pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match MIL pitching: 9.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=42 matches MIL BF=42.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.813 -> 0.684 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.812507, 'sample_size': 721, 'empirical_hit_rate': 0.5562, 'empirical_weight': 0.5, 'blended_confidence': 0.684354, 'published_confidence': 0.6, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.488/0.674.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIL 9, PHI 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 7 - PHI 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIL; cap=0.6, reasons=recent head-to-head is split and volatile.{'applied': True, 'confidence_cap': 0.6, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile'], 'signals': {'predicted_team': 'MIL', 'opponent_team': 'PHI', 'h2h_net_margin': 9, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-14', 'predicted_team_runs': 4, 'opponent_runs': 0, 'margin_for_predicted_team': 4, 'winner': 'MIL'}, {'date': '2026-06-13', 'predicted_team_runs': 8, 'opponent_runs': 9, 'margin_for_predicted_team': -1, 'winner': 'PHI'}, {'date': '2026-06-12', 'predicted_team_runs': 6, 'opponent_runs': 0, 'margin_for_predicted_team': 6, 'winner': 'MIL'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'MIL', 'guardrail_opponent_team': 'PHI', 'output_pre_simulation_winner': 'MIL', 'output_opponent_team': 'PHI', 'simulation_score_winner': 'MIL', 'final_score_winner': 'MIL', 'pre_simulation_winner': 'MIL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 7, 'home_runs': 4, 'score_text': 'MIL 7 - 4 PHI', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 4, 'score_text': 'MIL 7 - 4 PHI', 'winner': 'MIL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0042, 'recent_form_edge_home_minus_away': -1.1247, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 7, 'home_runs': 4, 'winner': 'MIL', 'model_winner': 'MIL', 'simulation_winner': 'MIL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'MIL', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 7, 'home_runs': 4}, 'simulation_score': {'away_runs': 7, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.1486, 'winner': 'MIL', 'score_reviewed': {'away_runs': 7, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_MIL@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@PHI.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -3.0, 'home_run_delta': -0.0614, 'away_run_delta': 0.0614, 'evidence': [{'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -6.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 7, 'probability': 0.014573059704334214}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.01439655865740624}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.014198771249244232}, {'home_runs': 5, 'away_runs': 6, 'probability': 0.014026803382411362}, {'home_runs': 4, 'away_runs': 8, 'probability': 0.013980176561421193}], 'home_distribution': {'0': 0.04966418821007597, '1': 0.0749909075192434, '2': 0.10183792629263153, '3': 0.12437874054997568, '4': 0.1366213058608974, '5': 0.13496662221817937, '6': 0.1199140291307264, '7': 0.09581848101364855, '8': 0.0688595591096189, '9': 0.04450562079397098, '10': 0.02587028174140091, '11': 0.01352455932659124, '12': 0.0063588818806453, '13': 0.002688896352394295}, 'away_distribution': {'0': 0.02151953985864243, '1': 0.03312541893606156, '2': 0.04765974437656828, '3': 0.0640920213014814, '4': 0.08055975903916963, '5': 0.094644259841805, '6': 0.10392794271561771, '7': 0.10666754802630818, '8': 0.10232793833529358, '9': 0.09175253390277009, '10': 0.07689601609543746, '11': 0.060235364633589535, '12': 0.04410229377193126, '13': 0.030180938645310643, '14': 0.01930484138237003, '15': 0.011541484249777918, '16': 0.006449395635557363, '17': 0.003368513606918416, '18': 0.0016444456453896439}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -1.2244, 'recent_quality_edge': -1.008, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.1486}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 7, 'home_runs': 4, 'score_text': 'MIL 7 - 4 PHI', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 4, 'score_text': 'MIL 7 - 4 PHI', 'winner': 'MIL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0042, 'recent_form_edge_home_minus_away': -1.1247, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 7, 'home_runs': 4, 'winner': 'MIL', 'model_winner': 'MIL', 'simulation_winner': 'MIL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'MIL', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 7, 'home_runs': 4}, 'simulation_score': {'away_runs': 7, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.1486, 'winner': 'MIL', 'score_reviewed': {'away_runs': 7, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 193.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countsimulationMILPITCH_COUNT_PITCHER_MATCHMIL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMILPITCH_COUNT_TOTAL_MATCHMIL pitch_count_summary total, row sum, and pitching total all match: 193.
PASSpitch_countsimulationPHIPITCH_COUNT_PITCHER_MATCHPHI pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationPHIPITCH_COUNT_TOTAL_MATCHPHI pitch_count_summary total, row sum, and pitching total all match: 154.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIL 7 - 4 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 7 - 4 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 7-4 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): MIL wins 7-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 7-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-4, final 7-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 7-4 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentPHICURRENT_PITCHER_DUPLICATIONPHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=39; H: current=8, sim=9; 2B: current=1, sim=7; HR: current=1, sim=0; RBI: current=5, sim=7; R: current=5, sim=7; SO: current=11, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Garrett Mitchell: H current=1 box=0, 2B current=1 box=0, R current=0 box=1, SO current=2 box=1; Brice Turang: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, BB current=1 box=0; Jackson Chourio: AB current=4 box=5, 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=3; Luis Lara: AB current=4 box=3, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=1; William Contreras: AB current=4 box=5, H current=1 box=3, 2B current=0 box=2, RBI current=1 box=0; Jake Bauers: AB current=3 box=5, 2B current=0 box=1, BB current=1 box=0, SO current=1 box=0; Christian Yelich: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cooper Pratt: H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model pitcher projections differ from final simulation pitching box score (ER: current=6, sim=7).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (H: current=8, sim=3; 3B: current=0, sim=1; HR: current=1, sim=0; BB: current=3, sim=8; SO: current=8, sim=9; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Harper: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Alec Bohm: H current=1 box=0, RBI current=1 box=0, HBP current=0 box=1; Bryson Stott: 3B current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Trea Turner: H current=1 box=0, R current=1 box=0, BB current=0 box=1; J.T. Realmuto: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Kyle Schwarber: HR current=1 box=0, SO current=1 box=0; Luis Arraez: AB current=4 box=2, R current=0 box=1, BB current=0 box=3; Brandon Marsh: H current=1 box=0, RBI current=0 box=1, BB current=0 box=1, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.87756387533609955.441149183485023Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction740.600Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment74Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review74Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target74Capped at max 12 realistic runs
simulation_result74Final inning-by-inning simulation result
Inning-by-inning linescore
team12345678910RH
MIL300200010179
PHI001102000043
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMILbatting338101553110000
currentMILpitching304899.0400
currentPHIbatting33810144380000
currentPHIpitching907399.0600
simulationMILbatting399700773900
simulationMILpitching3048910.0442193
simulationPHIbatting333110448901
simulationPHIpitching9073910.0742154
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMILCFGarrett Mitchell041100001200.250
currentMIL2BBrice Turang041000111100.250
currentMILLFJackson Chourio041001110200.250
currentMILRFLuis Lara041000000100.250
currentMILCWilliam Contreras041000110100.250
currentMIL1BJake Bauers031000111100.333
currentMILDHChristian Yelich041000110100.250
currentMILSSCooper Pratt031000000100.333
currentMIL3BDavid Hamilton030000000100.000
currentPHIRFBryce Harper041000111100.250
currentPHI1BAlec Bohm041000010100.250
currentPHI3BBryson Stott041000011100.250
currentPHISSTrea Turner041000100100.250
currentPHICJ.T. Realmuto031000000100.333
currentPHIDHKyle Schwarber041001111100.250
currentPHI2BLuis Arraez041100000000.250
currentPHILFBrandon Marsh031000100100.333
currentPHICFJustin Crawford030000000100.000
simulationMIL1CFGarrett Mitchell540000101100.000
simulationMIL2LFJackson Chourio551100130200.200
simulationMIL32BBrice Turang552100110100.400
simulationMIL4CWilliam Contreras553200100000.600
simulationMIL51BJake Bauers551100110000.200
simulationMIL6DHChristian Yelich550000000100.000
simulationMIL7RFLuis Lara432200111100.667
simulationMIL8SSCooper Pratt430000001100.000
simulationMIL93BDavid Hamilton440000110200.000
simulationPHI1DHKyle Schwarber541000111000.250
simulationPHI2SSTrea Turner540000001100.000
simulationPHI3RFBryce Harper540000001000.000
simulationPHI42BLuis Arraez521100103000.500
simulationPHI51BAlec Bohm540000000110.000
simulationPHI63BBryson Stott541010121000.250
simulationPHI7CJ.T. Realmuto440000000200.000
simulationPHI8LFBrandon Marsh430000111300.000
simulationPHI9CFJustin Crawford440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIL1Dustin MayStarter4.2222240003.864.611.32
currentMIL2Aaron AshbyMiddle Reliever (High Leverage)1.0000010000.003.271.37
currentMIL3Abner UribeSetup Man1.0000200000.002.041.03
currentMIL4Antonio SenzatelaMiddle Reliever (High Leverage)1.1000020000.004.161.37
currentMIL5Trevor MegillCloser1.01223200018.002.110.87
currentMIL7DL HallReliever0.000010000
currentPHI1Zack WheelerStarter6.0532370003.002.991.06
currentPHI2Jhoan DuranCloser1.0000020000.001.440.96
currentPHI3Jonathan BowlanSetup Man1.22220000010.803.361.03
currentPHI4Brooks RaleyMiddle Reliever (High Leverage)0.12220000054.002.961.18
simulationMIL1Dustin MayStarter4.222224019853.864.611.32
simulationMIL2Trevor MegillCloser1.112232083313.502.110.87
simulationMIL3Abner UribeSetup Man1.00002005210.002.041.03
simulationMIL4Aaron AshbyMiddle Reliever (High Leverage)1.00000103130.003.271.37
simulationMIL5Antonio SenzatelaMiddle Reliever (High Leverage)1.10000204290.004.161.37
simulationMIL6DL HallReliever0.20001003120.002.031.06
simulationPHI1Zack WheelerStarter6.0533370261034.502.991.06
simulationPHI2Jhoan DuranCloser1.00000203130.001.440.96
simulationPHI3Jonathan BowlanSetup Man1.222200071510.803.361.03
simulationPHI4Brooks RaleyMiddle Reliever (High Leverage)1.122200062313.502.961.18
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MILDustin MayStarter4.222241985
MILAaron AshbyMiddle Reliever (High Leverage)1.00001313
MILAbner UribeSetup Man1.00020521
MILAntonio SenzatelaMiddle Reliever (High Leverage)1.10002429
MILTrevor MegillCloser1.12132833
MILDL HallReliever0.20010312
PHIZack WheelerStarter6.0353726103
PHIJhoan DuranCloser1.00002313
PHIJonathan BowlanSetup Man1.22200715
PHIBrooks RaleyMiddle Reliever (High Leverage)1.12200623
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_MIN@SF

20260922_MIN@SF.json • 2026-09-22

MIN 5 - SF 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=34, sim=46; H: current=8, sim=10; 2B: current=1, sim=0; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=7, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Luke Keaschall: AB current=4 box=5, H current=1 box=0, R current=1 box=0, SO current=0 box=2; Walker Jenkins: AB current=4 box=5, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Brooks Lee: AB current=4 box=5, RBI current=1 box=3, BB current=0 box=1; Emmanuel Rodriguez: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Kody Clemens: AB current=4 box=6, H current=1 box=2, RBI current=1 box=2, SO current=1 box=2; Josh Bell: AB current=4 box=6, 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Royce Lewis: R current=0 box=1, BB current=0 box=1, SO current=1 box=2; Victor Caratini: AB current=3 box=5, H current=0 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=7, sim=2; 2B: current=1, sim=0; RBI: current=4, sim=3; R: current=5, sim=3; BB: current=3, sim=5; SO: current=10, sim=9; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Jonah Cox: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Victor Bericoto: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Turner Hill: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Bo Davidson: AB current=4 box=3, BB current=1 box=2; Scott Bandura: AB current=3 box=5; Shay Whitcomb: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Drew Gilbert: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Christian Koss: AB current=3 box=4, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match SF pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match SF pitching: 10.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match SF pitching: 12.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=49 matches SF BF=49.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match MIN pitching: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match MIN pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match MIN pitching: 9.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=44 matches MIN BF=44.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.533 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 721, 'empirical_hit_rate': 0.5562, 'empirical_weight': 0.5, 'blended_confidence': 0.53315, 'published_confidence': 0.515422, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.515.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.515.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.485.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.488/0.674.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 12 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIN 10, SF 2.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 5 - SF 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIN; cap=0.53, reasons=latest same-matchup result beat the predicted side; a prior same-side pick already missed against the actual result; latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'a prior same-side pick already missed against the actual result', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'MIN', 'opponent_team': 'SF', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-21', 'predicted_team_runs': 2, 'opponent_runs': 5, 'margin_for_predicted_team': -3, 'winner': 'SF'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260921', 'away': 'MIN', 'home': 'SF', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'SF', 'actual_margin': 3, 'raw_pick_probability': 0.567503, 'artifact': '20260921_MIN@SF.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIN', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'MIN', 'output_opponent_team': 'SF', 'simulation_score_winner': 'MIN', 'final_score_winner': 'MIN', 'pre_simulation_winner': 'MIN', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'MIN 5 - 3 SF', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'MIN 5 - 3 SF', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0596, 'recent_form_edge_home_minus_away': 0.302, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 3, 'winner': 'MIN', 'model_winner': 'MIN', 'simulation_winner': 'MIN', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'MIN', 'published_winner_draw_share': 0.8, 'draw_majority_team': 'MIN', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 3}, 'simulation_score': {'away_runs': 5, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.1244, 'winner': 'MIN', 'score_reviewed': {'away_runs': 5, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_MIN@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@SF.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 1, 'sample_weight': 0.0167, 'home_net_margin': 3.0, 'absolute_net_margin': 3.0, 'home_average_margin': 3.0, 'home_run_delta': 0.025, 'away_run_delta': -0.025, 'evidence': [{'game_id': None, 'home_margin': 3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.020135194409712124}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.019499377959703138}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.019264884419349954}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.018792848496616832}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01865655006845656}], 'home_distribution': {'0': 0.05501378994339653, '1': 0.08277375958986602, '2': 0.1112144360187515, '3': 0.13343722828716215, '4': 0.14296845598147795, '5': 0.13678888438085227, '6': 0.11687153663434066, '7': 0.08916903504656427, '8': 0.06075286252311291, '9': 0.0369629640914412, '10': 0.020082334712323294, '11': 0.009743365132333955, '12': 0.00422134765837743}, 'away_distribution': {'0': 0.053040287839271005, '1': 0.07991178015129281, '2': 0.10780297291264077, '3': 0.13021639543229116, '4': 0.14083662211698436, '5': 0.13638937222788045, '6': 0.11826615020043019, '7': 0.09182382688577015, '8': 0.0638359486426912, '9': 0.039736557849543344, '10': 0.02214777845188687, '11': 0.011053125379188124, '12': 0.0049391819101295515}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.1656, 'recent_quality_edge': -0.048, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.1244}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'MIN 5 - 3 SF', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'MIN 5 - 3 SF', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0596, 'recent_form_edge_home_minus_away': 0.302, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 3, 'winner': 'MIN', 'model_winner': 'MIN', 'simulation_winner': 'MIN', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'MIN', 'published_winner_draw_share': 0.8, 'draw_majority_team': 'MIN', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 3}, 'simulation_score': {'away_runs': 5, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.1244, 'winner': 'MIN', 'score_reviewed': {'away_runs': 5, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 191.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 207.
PASSpitch_countsimulationMINPITCH_COUNT_PITCHER_MATCHMIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMINPITCH_COUNT_TOTAL_MATCHMIN pitch_count_summary total, row sum, and pitching total all match: 191.
PASSpitch_countsimulationSFPITCH_COUNT_PITCHER_MATCHSF pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSFPITCH_COUNT_TOTAL_MATCHSF pitch_count_summary total, row sum, and pitching total all match: 207.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 12 pitchers in the box actually appeared.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 12.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 12.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIN 5 - 3 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 5 - 3 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 5-3 (Extra Innings - 12).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIN, simulation=MIN, published=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.515.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): MIN wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-3, final 5-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIN wins 5-3 (Extra Innings - 12).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match SF pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match SF pitching: 10.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match SF pitching: 12.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=49 matches SF BF=49.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match MIN pitching: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match MIN pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match MIN pitching: 9.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=44 matches MIN BF=44.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.533 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 721, 'empirical_hit_rate': 0.5562, 'empirical_weight': 0.5, 'blended_confidence': 0.53315, 'published_confidence': 0.515422, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.515.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.515.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.485.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.488/0.674.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 12 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIN 10, SF 2.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 5 - SF 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIN; cap=0.53, reasons=latest same-matchup result beat the predicted side; a prior same-side pick already missed against the actual result; latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'a prior same-side pick already missed against the actual result', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'MIN', 'opponent_team': 'SF', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-21', 'predicted_team_runs': 2, 'opponent_runs': 5, 'margin_for_predicted_team': -3, 'winner': 'SF'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260921', 'away': 'MIN', 'home': 'SF', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'SF', 'actual_margin': 3, 'raw_pick_probability': 0.567503, 'artifact': '20260921_MIN@SF.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIN', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'MIN', 'output_opponent_team': 'SF', 'simulation_score_winner': 'MIN', 'final_score_winner': 'MIN', 'pre_simulation_winner': 'MIN', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'MIN 5 - 3 SF', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'MIN 5 - 3 SF', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0596, 'recent_form_edge_home_minus_away': 0.302, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 3, 'winner': 'MIN', 'model_winner': 'MIN', 'simulation_winner': 'MIN', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'MIN', 'published_winner_draw_share': 0.8, 'draw_majority_team': 'MIN', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 3}, 'simulation_score': {'away_runs': 5, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.1244, 'winner': 'MIN', 'score_reviewed': {'away_runs': 5, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_MIN@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@SF.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 1, 'sample_weight': 0.0167, 'home_net_margin': 3.0, 'absolute_net_margin': 3.0, 'home_average_margin': 3.0, 'home_run_delta': 0.025, 'away_run_delta': -0.025, 'evidence': [{'game_id': None, 'home_margin': 3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.020135194409712124}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.019499377959703138}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.019264884419349954}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.018792848496616832}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01865655006845656}], 'home_distribution': {'0': 0.05501378994339653, '1': 0.08277375958986602, '2': 0.1112144360187515, '3': 0.13343722828716215, '4': 0.14296845598147795, '5': 0.13678888438085227, '6': 0.11687153663434066, '7': 0.08916903504656427, '8': 0.06075286252311291, '9': 0.0369629640914412, '10': 0.020082334712323294, '11': 0.009743365132333955, '12': 0.00422134765837743}, 'away_distribution': {'0': 0.053040287839271005, '1': 0.07991178015129281, '2': 0.10780297291264077, '3': 0.13021639543229116, '4': 0.14083662211698436, '5': 0.13638937222788045, '6': 0.11826615020043019, '7': 0.09182382688577015, '8': 0.0638359486426912, '9': 0.039736557849543344, '10': 0.02214777845188687, '11': 0.011053125379188124, '12': 0.0049391819101295515}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': -0.1656, 'recent_quality_edge': -0.048, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.1244}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'MIN 5 - 3 SF', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'MIN 5 - 3 SF', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0596, 'recent_form_edge_home_minus_away': 0.302, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 3, 'winner': 'MIN', 'model_winner': 'MIN', 'simulation_winner': 'MIN', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'MIN', 'published_winner_draw_share': 0.8, 'draw_majority_team': 'MIN', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 3}, 'simulation_score': {'away_runs': 5, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.1244, 'winner': 'MIN', 'score_reviewed': {'away_runs': 5, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 191.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 207.
PASSpitch_countsimulationMINPITCH_COUNT_PITCHER_MATCHMIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMINPITCH_COUNT_TOTAL_MATCHMIN pitch_count_summary total, row sum, and pitching total all match: 191.
PASSpitch_countsimulationSFPITCH_COUNT_PITCHER_MATCHSF pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSFPITCH_COUNT_TOTAL_MATCHSF pitch_count_summary total, row sum, and pitching total all match: 207.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 12 pitchers in the box actually appeared.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 12.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 12.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIN 5 - 3 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 5 - 3 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 5-3 (Extra Innings - 12).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIN, simulation=MIN, published=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.515.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): MIN wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-3, final 5-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIN wins 5-3 (Extra Innings - 12).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 2/10 = 0.200.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=34, sim=46; H: current=8, sim=10; 2B: current=1, sim=0; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=7, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Luke Keaschall: AB current=4 box=5, H current=1 box=0, R current=1 box=0, SO current=0 box=2; Walker Jenkins: AB current=4 box=5, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Brooks Lee: AB current=4 box=5, RBI current=1 box=3, BB current=0 box=1; Emmanuel Rodriguez: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Kody Clemens: AB current=4 box=6, H current=1 box=2, RBI current=1 box=2, SO current=1 box=2; Josh Bell: AB current=4 box=6, 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Royce Lewis: R current=0 box=1, BB current=0 box=1, SO current=1 box=2; Victor Caratini: AB current=3 box=5, H current=0 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=7, sim=2; 2B: current=1, sim=0; RBI: current=4, sim=3; R: current=5, sim=3; BB: current=3, sim=5; SO: current=10, sim=9; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Jonah Cox: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Victor Bericoto: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Turner Hill: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Bo Davidson: AB current=4 box=3, BB current=1 box=2; Scott Bandura: AB current=3 box=5; Shay Whitcomb: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Drew Gilbert: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Christian Koss: AB current=3 box=4, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.5713950426314414.012320323667293Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.515Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment53Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review53Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target53Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789101112RH
MIN001020010001510
SF03000000000032
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMINbatting34810144370000
currentMINpitching213599.0300
currentSFbatting337101453100000
currentSFpitching10153129.0500
simulationMINbatting46100015531200
simulationMINpitching2135912.0344191
simulationSFbatting372001335911
simulationSFpitching101531212.0549207
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMINRFLuke Keaschall041000101000.250
currentMINCFWalker Jenkins041000101100.250
currentMIN3BBrooks Lee041000110000.250
currentMINLFEmmanuel Rodriguez041000010100.250
currentMIN2BKody Clemens041001110100.250
currentMINDHJosh Bell041100011100.250
currentMIN1BRoyce Lewis041000000100.250
currentMINCVictor Caratini030000000100.000
currentMINSSRyan Kreidler031000000100.333
currentSF2BJonah Cox041000110200.250
currentSF1BVictor Bericoto041001110100.250
currentSFLFTurner Hill041100011100.250
currentSFDHBo Davidson041000101100.250
currentSFRFScott Bandura030000000100.000
currentSF3BShay Whitcomb041000000100.250
currentSFCFDrew Gilbert041000110100.250
currentSFSSChristian Koss030000100100.000
currentSFCDrew Cavanaugh031000001100.333
simulationMIN1RFLuke Keaschall650000001200.000
simulationMIN23BBrooks Lee651000131000.200
simulationMIN32BKody Clemens662001120200.333
simulationMIN4DHJosh Bell661000000200.167
simulationMIN5CFWalker Jenkins550000000200.000
simulationMIN6LFEmmanuel Rodriguez550000000000.000
simulationMIN71BRoyce Lewis541000101200.250
simulationMIN8CVictor Caratini552000100100.400
simulationMIN9SSRyan Kreidler553000100100.600
simulationSF1CFDrew Gilbert550000000200.000
simulationSF22BJonah Cox550000000200.000
simulationSF31BVictor Bericoto550000000100.000
simulationSF4LFTurner Hill530000002100.000
simulationSF5DHBo Davidson531000102100.333
simulationSF63BShay Whitcomb530000110010.000
simulationSF7RFScott Bandura550000000100.000
simulationSF8CDrew Cavanaugh541001121000.250
simulationSF9SSChristian Koss440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIN1Taj BradleyStarter6.0233361004.503.811.23
currentMIN2A.J. MinterMiddle Reliever (High Leverage)1.0000100000.002.091.02
currentMIN3Jeff HoffmanSetup Man1.1000010000.003.461.31
currentMIN4Yoendrys GómezCloser0.2000010000.004.481.51
currentMIN7Taylor RogersReliever0.000011000
currentSF1Anthony MolinaStarter5.0433270005.404.181.11
currentSF2Carson SeymourMiddle Reliever (High Leverage)1.0111011009.005.021.64
currentSF3Dylan SmithCloser1.1100010000.003.651.46
currentSF4Jason FoleyMiddle Reliever (High Leverage)1.0100110000.004.501.54
currentSF5Trent HarrisSetup Man0.2100000000.002.141.10
currentSF6Joel KuhnelMiddle Reliever0.0100010004.681.54
currentSF7Cesar PerdomoReliever0.011101000
simulationMIN1Taj BradleyStarter6.0233361241064.503.811.23
simulationMIN2Yoendrys GómezCloser1.10000104170.004.481.51
simulationMIN3Jeff HoffmanSetup Man1.10000104170.003.461.31
simulationMIN4A.J. MinterMiddle Reliever (High Leverage)1.00001004170.002.091.02
simulationMIN5Taylor RogersReliever2.10001108340.004.011.56
simulationSF1Anthony MolinaStarter5.043327021955.404.181.11
simulationSF2Dylan SmithCloser1.11000105200.003.651.46
simulationSF3Trent HarrisSetup Man1.01000004160.002.141.10
simulationSF4Carson SeymourMiddle Reliever (High Leverage)1.01110114169.005.021.64
simulationSF5Jason FoleyMiddle Reliever (High Leverage)1.01001105200.004.501.54
simulationSF6Joel KuhnelMiddle Reliever2.11000108330.004.681.54
simulationSF7Cesar PerdomoReliever0.11110102727.003.721.50
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MINTaj BradleyStarter6.0323624106
MINA.J. MinterMiddle Reliever (High Leverage)1.00010417
MINJeff HoffmanSetup Man1.10001417
MINYoendrys GómezCloser1.10001417
MINTaylor RogersReliever2.10011834
SFAnthony MolinaStarter5.034272195
SFCarson SeymourMiddle Reliever (High Leverage)1.01101416
SFDylan SmithCloser1.10101520
SFJason FoleyMiddle Reliever (High Leverage)1.00111520
SFTrent HarrisSetup Man1.00100416
SFJoel KuhnelMiddle Reliever2.10101833
SFCesar PerdomoReliever0.1110127
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_NYM@TEX

20260922_NYM@TEX.json • 2026-09-22

NYM 4 - TEX 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model pitcher projections differ from final simulation pitching box score (H: current=7, sim=11; HR: current=2, sim=3).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=8, sim=5; HR: current=1, sim=2; BB: current=3, sim=1; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Mark Vientos: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Carson Benge: SO current=1 box=0; Juan Soto: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Francisco Alvarez: AB current=4 box=3, H current=1 box=0, BB current=1 box=0; A.J. Ewing: H current=1 box=0, SO current=1 box=0; Francisco Lindor: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0; Bo Bichette: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Luis Torrens: H current=0 box=1, 2B current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=8, sim=11; HR: current=1, sim=3; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=3, sim=5; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Wyatt Langford: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Josh Jung: H current=1 box=2, RBI current=0 box=1, BB current=0 box=1, SO current=0 box=1; Ezequiel Duran: RBI current=1 box=0, R current=0 box=1; Corey Seager: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Elias Díaz: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jake Burger: H current=1 box=2, HR current=1 box=2, RBI current=1 box=3, SO current=1 box=0; Justin Foscue: AB current=3 box=4, SO current=1 box=2; Danny Jansen: H current=0 box=1, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match TEX pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match TEX pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match TEX pitching: 5.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match TEX pitching: 9.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=33 matches TEX BF=33.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match NYM pitching: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match NYM pitching: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match NYM pitching: 11.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match NYM pitching: 9.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=40 matches NYM BF=40.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.609 -> 0.590 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.609047, 'sample_size': 634, 'empirical_hit_rate': 0.571, 'empirical_weight': 0.5, 'blended_confidence': 0.590023, 'published_confidence': 0.600919, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.399.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.601.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.601.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.488/0.674.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYM 5, TEX 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 4 - TEX 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TEX.{'winner_confidence': 0.600919, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_NYM@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@TEX.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': False, 'sample_size': 0, 'home_net_margin': 0.0, 'home_average_margin': 0.0, 'home_run_delta': 0.0, 'away_run_delta': 0.0, 'evidence': []}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 6, 'away_runs': 4, 'probability': 0.016642182831584123}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.016460461032581333}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.01616913016613526}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.015992573794183618}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.015492401343453503}], 'home_distribution': {'0': 0.03219874046114436, '1': 0.04919334962504984, '2': 0.06920126974715787, '3': 0.08963175247116709, '4': 0.10689314838767018, '5': 0.11737564890221065, '6': 0.11867146400941878, '7': 0.11047264454756091, '8': 0.09468983445323256, '9': 0.07472950757442277, '10': 0.054302652034029016, '11': 0.03633206782962772, '12': 0.022382023577241537, '13': 0.01269546866560099, '14': 0.006630377923597569, '15': 0.0031883646493194432, '16': 0.001411685141548513}, 'away_distribution': {'0': 0.05251036502724695, '1': 0.07914195912844203, '2': 0.10688018789179013, '3': 0.12933506109467954, '4': 0.14023744436373733, '5': 0.13625120664940932, '6': 0.11861657441633451, '7': 0.09252925180707822, '8': 0.06467573538053574, '9': 0.04050721197602574, '10': 0.022732750324085744, '11': 0.011431422165958261, '12': 0.005150829774676596}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.1122, 'recent_quality_edge': 0.404, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.2143}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 6 TEX', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 6 TEX', 'winner': 'TEX'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0279, 'recent_form_edge_home_minus_away': 0.404, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'TEX', 'model_winner': 'TEX', 'simulation_winner': 'TEX', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'TEX', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'TEX', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.2143, 'winner': 'TEX', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 171.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
PASSpitch_countsimulationNYMPITCH_COUNT_PITCHER_MATCHNYM pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 171.
PASSpitch_countsimulationTEXPITCH_COUNT_PITCHER_MATCHTEX pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTEXPITCH_COUNT_TOTAL_MATCHTEX pitch_count_summary total, row sum, and pitching total all match: 138.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYM 4 - 6 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 4 - 6 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TEX, simulation=TEX, published=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.601.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): TEX wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match TEX pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match TEX pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match TEX pitching: 5.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match TEX pitching: 9.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=33 matches TEX BF=33.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match NYM pitching: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match NYM pitching: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match NYM pitching: 11.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match NYM pitching: 9.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=40 matches NYM BF=40.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.609 -> 0.590 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.609047, 'sample_size': 634, 'empirical_hit_rate': 0.571, 'empirical_weight': 0.5, 'blended_confidence': 0.590023, 'published_confidence': 0.600919, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.399.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.601.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.601.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.488/0.674.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYM 5, TEX 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 4 - TEX 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TEX.{'winner_confidence': 0.600919, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_NYM@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@TEX.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': False, 'sample_size': 0, 'home_net_margin': 0.0, 'home_average_margin': 0.0, 'home_run_delta': 0.0, 'away_run_delta': 0.0, 'evidence': []}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 6, 'away_runs': 4, 'probability': 0.016642182831584123}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.016460461032581333}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.01616913016613526}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.015992573794183618}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.015492401343453503}], 'home_distribution': {'0': 0.03219874046114436, '1': 0.04919334962504984, '2': 0.06920126974715787, '3': 0.08963175247116709, '4': 0.10689314838767018, '5': 0.11737564890221065, '6': 0.11867146400941878, '7': 0.11047264454756091, '8': 0.09468983445323256, '9': 0.07472950757442277, '10': 0.054302652034029016, '11': 0.03633206782962772, '12': 0.022382023577241537, '13': 0.01269546866560099, '14': 0.006630377923597569, '15': 0.0031883646493194432, '16': 0.001411685141548513}, 'away_distribution': {'0': 0.05251036502724695, '1': 0.07914195912844203, '2': 0.10688018789179013, '3': 0.12933506109467954, '4': 0.14023744436373733, '5': 0.13625120664940932, '6': 0.11861657441633451, '7': 0.09252925180707822, '8': 0.06467573538053574, '9': 0.04050721197602574, '10': 0.022732750324085744, '11': 0.011431422165958261, '12': 0.005150829774676596}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.1122, 'recent_quality_edge': 0.404, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.2143}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 6 TEX', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 6 TEX', 'winner': 'TEX'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0279, 'recent_form_edge_home_minus_away': 0.404, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'TEX', 'model_winner': 'TEX', 'simulation_winner': 'TEX', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'TEX', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'TEX', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.2143, 'winner': 'TEX', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 171.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
PASSpitch_countsimulationNYMPITCH_COUNT_PITCHER_MATCHNYM pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 171.
PASSpitch_countsimulationTEXPITCH_COUNT_PITCHER_MATCHTEX pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTEXPITCH_COUNT_TOTAL_MATCHTEX pitch_count_summary total, row sum, and pitching total all match: 138.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYM 4 - 6 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 4 - 6 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TEX, simulation=TEX, published=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.601.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): TEX wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model pitcher projections differ from final simulation pitching box score (H: current=7, sim=11; HR: current=2, sim=3).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=8, sim=5; HR: current=1, sim=2; BB: current=3, sim=1; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Mark Vientos: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Carson Benge: SO current=1 box=0; Juan Soto: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Francisco Alvarez: AB current=4 box=3, H current=1 box=0, BB current=1 box=0; A.J. Ewing: H current=1 box=0, SO current=1 box=0; Francisco Lindor: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0; Bo Bichette: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Luis Torrens: H current=0 box=1, 2B current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=8, sim=11; HR: current=1, sim=3; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=3, sim=5; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Wyatt Langford: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Josh Jung: H current=1 box=2, RBI current=0 box=1, BB current=0 box=1, SO current=0 box=1; Ezequiel Duran: RBI current=1 box=0, R current=0 box=1; Corey Seager: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Elias Díaz: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jake Burger: H current=1 box=2, HR current=1 box=2, RBI current=1 box=3, SO current=1 box=0; Justin Foscue: AB current=3 box=4, SO current=1 box=2; Danny Jansen: H current=0 box=1, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.5041893287212974.654877300049959Base ML historical model prediction
variance_applied55Deterministic baseline target (variance factor 1.0)
enhanced_prediction460.601Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment46Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review46Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target46Capped at max 12 realistic runs
simulation_result46Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYM10100020045
TEX100030110611
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYMbatting34810144380000
currentNYMpitching726598.0600
currentTEXbatting33820144380000
currentTEXpitching524199.0400
simulationNYMbatting325102441900
simulationNYMpitching1136598.0640171
simulationTEXbatting3511203665900
simulationTEXpitching524199.0433138
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYM1BMark Vientos041100010100.250
currentNYMRFCarson Benge041000100100.250
currentNYMLFJuan Soto041001111100.250
currentNYMDHFrancisco Alvarez041000001100.250
currentNYMCFA.J. Ewing031000000100.333
currentNYMSSFrancisco Lindor041000111100.250
currentNYM3BBo Bichette041000010100.250
currentNYMCLuis Torrens030000100100.000
currentNYM2BMarcus Semien041000000000.250
currentTEXLFWyatt Langford041000101100.250
currentTEX3BJosh Jung041100100000.250
currentTEXCFEzequiel Duran041000010100.250
currentTEXSSCorey Seager041000111100.250
currentTEXDHElias Díaz031000010100.333
currentTEX1BJake Burger041001111100.250
currentTEX2BJustin Foscue031000000100.333
currentTEXCDanny Jansen030000000100.000
currentTEXRFBrandon Nimmo041100000100.250
simulationNYM1SSFrancisco Lindor442001120000.500
simulationNYM2LFJuan Soto440000000100.000
simulationNYM33BBo Bichette440000000200.000
simulationNYM41BMark Vientos430000001200.000
simulationNYM5RFCarson Benge441000100000.250
simulationNYM62BMarcus Semien441001120100.250
simulationNYM7DHFrancisco Alvarez330000000100.000
simulationNYM8CFA.J. Ewing330000000000.000
simulationNYM9CLuis Torrens331100100200.333
simulationTEX1LFWyatt Langford540000001200.000
simulationTEX2SSCorey Seager552001120000.400
simulationTEX33BJosh Jung542100111100.500
simulationTEX41BJake Burger542002131000.500
simulationTEX5RFBrandon Nimmo442000100100.500
simulationTEX6CFEzequiel Duran441000100100.250
simulationTEX72BJustin Foscue441000000200.250
simulationTEX8DHElias Díaz430000001000.000
simulationTEX9CDanny Jansen431100101200.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYM1Sean ManaeaStarter5.2322460003.184.741.32
currentNYM2Jonathan PintaroMiddle Reliever (High Leverage)1.02220110018.004.451.29
currentNYM3Nathan LavenderSetup Man1.0100010000.001.930.86
currentNYM4Dedniel NúñezMiddle Reliever (High Leverage)0.11221110054.003.711.00
currentTEX1MacKenzie GoreStarter4.2322131003.864.671.35
currentTEX2Jacob LatzCloser1.1000020000.001.690.75
currentTEX3Jakob JunisSetup Man1.12220110013.502.961.16
currentTEX4Tyler AlexanderMiddle Reliever (High Leverage)1.0000020000.003.291.26
currentTEX5Chase SilsethMiddle Reliever (High Leverage)0.2000010000.003.241.44
simulationNYM1Sean ManaeaStarter5.2744461281206.354.741.32
simulationNYM2Nathan LavenderSetup Man1.01000104160.001.930.86
simulationNYM3Jonathan PintaroMiddle Reliever (High Leverage)1.02110115249.004.451.29
simulationNYM4Dedniel NúñezMiddle Reliever (High Leverage)0.111111131127.003.711.00
simulationTEX1MacKenzie GoreStarter4.232213118773.864.671.35
simulationTEX2Jacob LatzCloser1.10000204170.001.690.75
simulationTEX3Jakob JunisSetup Man1.122201162313.502.961.16
simulationTEX4Chase SilsethMiddle Reliever (High Leverage)0.2000010280.003.241.44
simulationTEX5Tyler AlexanderMiddle Reliever (High Leverage)1.00000203130.003.291.26
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYMSean ManaeaStarter5.2474628120
NYMJonathan PintaroMiddle Reliever (High Leverage)1.01201524
NYMNathan LavenderSetup Man1.00101416
NYMDedniel NúñezMiddle Reliever (High Leverage)0.11111311
TEXMacKenzie GoreStarter4.223131877
TEXJacob LatzCloser1.10002417
TEXJakob JunisSetup Man1.12201623
TEXTyler AlexanderMiddle Reliever (High Leverage)1.00002313
TEXChase SilsethMiddle Reliever (High Leverage)0.2000128
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_SD@LAD

20260922_SD@LAD.json • 2026-09-22

SD 4 - LAD 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 100INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; H: current=7, sim=11; 2B: current=1, sim=4; 3B: current=0, sim=1; RBI: current=4, sim=6; R: current=5, sim=6; SO: current=7, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Will Smith: AB current=4 box=5, H current=1 box=0, SO current=1 box=0; Freddie Freeman: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Max Muncy: H current=1 box=3, 2B current=1 box=2, HR current=0 box=1, RBI current=1 box=3; Josue De Paula: AB current=3 box=4, R current=1 box=0, BB current=1 box=0, SO current=0 box=1; Mookie Betts: H current=1 box=2, HR current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Kyle Tucker: AB current=3 box=4, H current=0 box=2, 2B current=0 box=1, RBI current=0 box=1; Teoscar Hernández: H current=1 box=2, 3B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Andy Pages: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model pitcher projections differ from final simulation pitching box score (H: current=9, sim=11; BB: current=3, sim=4).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 2B: current=1, sim=2; HR: current=1, sim=2; R: current=6, sim=4; BB: current=3, sim=8; SO: current=9, sim=8; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Fernando Tatis Jr.: 2B current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Ty France: HR current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Dustin Harris: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=2; Jackson Merrill: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Manny Machado: H current=1 box=2, HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Austin Hays: 2B current=0 box=1, R current=0 box=1, BB current=0 box=2; Luis Campusano: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1; Xander Bogaerts: AB current=4 box=3, H current=0 box=1, 2B current=0 box=1, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match SD pitching: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match SD pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match SD pitching: 11.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match SD pitching: 3.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=40 matches SD BF=40.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match LAD pitching: 8.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match LAD pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match LAD pitching: 7.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match LAD pitching: 8.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=43 matches LAD BF=43.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.535 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 384, 'empirical_hit_rate': 0.5599, 'empirical_weight': 0.5, 'blended_confidence': 0.535, 'published_confidence': 0.53, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.709/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SD 7, LAD 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 4 - LAD 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAD; cap=0.53, reasons=latest same-matchup result beat the predicted side; local prediction memory shows 3 straight prior same-side picks; a prior same-side pick already missed against the actual result; a prior same-side pick missed by 5+ actual runs.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'LAD', 'opponent_team': 'SD', 'h2h_net_margin': 1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-05', 'predicted_team_runs': 2, 'opponent_runs': 5, 'margin_for_predicted_team': -3, 'winner': 'SD'}, {'date': '2026-07-04', 'predicted_team_runs': 3, 'opponent_runs': 0, 'margin_for_predicted_team': 3, 'winner': 'LAD'}, {'date': '2026-07-03', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'LAD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 6, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260704', 'away': 'SD', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 3, 'raw_pick_probability': 0.66, 'artifact': '20260704_SD@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260703', 'away': 'SD', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 1, 'raw_pick_probability': 0.66, 'artifact': '20260703_SD@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260702', 'away': 'SD', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 5, 'raw_pick_probability': 0.66, 'artifact': '20260702_SD@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260628', 'away': 'LAD', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'LAD', 'actual_margin': 2, 'raw_pick_probability': 0.51, 'artifact': '20260628_LAD@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260627', 'away': 'LAD', 'home': 'SD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 12, 'raw_pick_probability': 0.525, 'artifact': '20260627_LAD@SD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAD', 'guardrail_opponent_team': 'SD', 'output_pre_simulation_winner': 'LAD', 'output_opponent_team': 'SD', 'simulation_score_winner': 'LAD', 'final_score_winner': 'LAD', 'pre_simulation_winner': 'LAD', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'SD 4 - 6 LAD', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'SD 4 - 6 LAD', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0408, 'recent_form_edge_home_minus_away': -0.066, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'LAD', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.593, 'winner': 'LAD', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_SD@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@LAD.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 8.0, 'absolute_net_margin': 8.0, 'home_average_margin': 1.6, 'home_run_delta': 0.0462, 'away_run_delta': -0.0462, 'evidence': [{'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': 2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.018526113511337337}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01844343441079805}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.018245728185989026}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01816430040059957}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.016906251202667363}], 'home_distribution': {'0': 0.04839716585087043, '1': 0.07314040621783151, '2': 0.09958061757233241, '3': 0.12214403755870143, '4': 0.13497388158224374, '5': 0.13437151459800353, '6': 0.1205159966244335, '7': 0.09737830032134678, '8': 0.07088587303120207, '9': 0.04648760842535588, '10': 0.02746595633600156, '11': 0.014619491110093271, '12': 0.007010512935224367, '13': 0.0030286378363596138}, 'away_distribution': {'0': 0.05016788973826385, '1': 0.07572568406498245, '2': 0.1027307489173719, '3': 0.1252557235850542, '4': 0.13725702553829872, '5': 0.1351796953018006, '6': 0.11965427515758538, '7': 0.09518858134499898, '8': 0.06805834208498521, '9': 0.04373385427286586, '10': 0.025257712679724494, '11': 0.013110225469352164, '12': 0.00611598173706504, '13': 0.0025642601076510244}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 1.0609, 'recent_quality_edge': -0.276, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.593}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'SD 4 - 6 LAD', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'SD 4 - 6 LAD', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0408, 'recent_form_edge_home_minus_away': -0.066, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'LAD', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.593, 'winner': 'LAD', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 168.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 189.
PASSpitch_countsimulationLADPITCH_COUNT_PITCHER_MATCHLAD pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLADPITCH_COUNT_TOTAL_MATCHLAD pitch_count_summary total, row sum, and pitching total all match: 189.
PASSpitch_countsimulationSDPITCH_COUNT_PITCHER_MATCHSD pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSDPITCH_COUNT_TOTAL_MATCHSD pitch_count_summary total, row sum, and pitching total all match: 168.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 8.1.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SD 4 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 4 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/10 (0.900).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAD wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 9/10 = 0.900.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match SD pitching: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match SD pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match SD pitching: 11.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match SD pitching: 3.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=40 matches SD BF=40.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match LAD pitching: 8.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match LAD pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match LAD pitching: 7.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match LAD pitching: 8.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=43 matches LAD BF=43.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.535 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 384, 'empirical_hit_rate': 0.5599, 'empirical_weight': 0.5, 'blended_confidence': 0.535, 'published_confidence': 0.53, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.709/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SD 7, LAD 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 4 - LAD 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAD; cap=0.53, reasons=latest same-matchup result beat the predicted side; local prediction memory shows 3 straight prior same-side picks; a prior same-side pick already missed against the actual result; a prior same-side pick missed by 5+ actual runs.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'LAD', 'opponent_team': 'SD', 'h2h_net_margin': 1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-05', 'predicted_team_runs': 2, 'opponent_runs': 5, 'margin_for_predicted_team': -3, 'winner': 'SD'}, {'date': '2026-07-04', 'predicted_team_runs': 3, 'opponent_runs': 0, 'margin_for_predicted_team': 3, 'winner': 'LAD'}, {'date': '2026-07-03', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'LAD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 6, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260704', 'away': 'SD', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 3, 'raw_pick_probability': 0.66, 'artifact': '20260704_SD@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260703', 'away': 'SD', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 1, 'raw_pick_probability': 0.66, 'artifact': '20260703_SD@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260702', 'away': 'SD', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 5, 'raw_pick_probability': 0.66, 'artifact': '20260702_SD@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260628', 'away': 'LAD', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'LAD', 'actual_margin': 2, 'raw_pick_probability': 0.51, 'artifact': '20260628_LAD@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260627', 'away': 'LAD', 'home': 'SD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 12, 'raw_pick_probability': 0.525, 'artifact': '20260627_LAD@SD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAD', 'guardrail_opponent_team': 'SD', 'output_pre_simulation_winner': 'LAD', 'output_opponent_team': 'SD', 'simulation_score_winner': 'LAD', 'final_score_winner': 'LAD', 'pre_simulation_winner': 'LAD', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'SD 4 - 6 LAD', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'SD 4 - 6 LAD', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0408, 'recent_form_edge_home_minus_away': -0.066, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'LAD', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.593, 'winner': 'LAD', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_SD@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@LAD.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 8.0, 'absolute_net_margin': 8.0, 'home_average_margin': 1.6, 'home_run_delta': 0.0462, 'away_run_delta': -0.0462, 'evidence': [{'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': 2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.018526113511337337}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01844343441079805}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.018245728185989026}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01816430040059957}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.016906251202667363}], 'home_distribution': {'0': 0.04839716585087043, '1': 0.07314040621783151, '2': 0.09958061757233241, '3': 0.12214403755870143, '4': 0.13497388158224374, '5': 0.13437151459800353, '6': 0.1205159966244335, '7': 0.09737830032134678, '8': 0.07088587303120207, '9': 0.04648760842535588, '10': 0.02746595633600156, '11': 0.014619491110093271, '12': 0.007010512935224367, '13': 0.0030286378363596138}, 'away_distribution': {'0': 0.05016788973826385, '1': 0.07572568406498245, '2': 0.1027307489173719, '3': 0.1252557235850542, '4': 0.13725702553829872, '5': 0.1351796953018006, '6': 0.11965427515758538, '7': 0.09518858134499898, '8': 0.06805834208498521, '9': 0.04373385427286586, '10': 0.025257712679724494, '11': 0.013110225469352164, '12': 0.00611598173706504, '13': 0.0025642601076510244}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 1.0609, 'recent_quality_edge': -0.276, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.593}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'SD 4 - 6 LAD', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'SD 4 - 6 LAD', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0408, 'recent_form_edge_home_minus_away': -0.066, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'LAD', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.593, 'winner': 'LAD', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 168.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 189.
PASSpitch_countsimulationLADPITCH_COUNT_PITCHER_MATCHLAD pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLADPITCH_COUNT_TOTAL_MATCHLAD pitch_count_summary total, row sum, and pitching total all match: 189.
PASSpitch_countsimulationSDPITCH_COUNT_PITCHER_MATCHSD pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSDPITCH_COUNT_TOTAL_MATCHSD pitch_count_summary total, row sum, and pitching total all match: 168.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 8.1.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SD 4 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 4 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/10 (0.900).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAD wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 9/10 = 0.900.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; H: current=7, sim=11; 2B: current=1, sim=4; 3B: current=0, sim=1; RBI: current=4, sim=6; R: current=5, sim=6; SO: current=7, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Will Smith: AB current=4 box=5, H current=1 box=0, SO current=1 box=0; Freddie Freeman: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Max Muncy: H current=1 box=3, 2B current=1 box=2, HR current=0 box=1, RBI current=1 box=3; Josue De Paula: AB current=3 box=4, R current=1 box=0, BB current=1 box=0, SO current=0 box=1; Mookie Betts: H current=1 box=2, HR current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Kyle Tucker: AB current=3 box=4, H current=0 box=2, 2B current=0 box=1, RBI current=0 box=1; Teoscar Hernández: H current=1 box=2, 3B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Andy Pages: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model pitcher projections differ from final simulation pitching box score (H: current=9, sim=11; BB: current=3, sim=4).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 2B: current=1, sim=2; HR: current=1, sim=2; R: current=6, sim=4; BB: current=3, sim=8; SO: current=9, sim=8; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Fernando Tatis Jr.: 2B current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Ty France: HR current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Dustin Harris: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=2; Jackson Merrill: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Manny Machado: H current=1 box=2, HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Austin Hays: 2B current=0 box=1, R current=0 box=1, BB current=0 box=2; Luis Campusano: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1; Xander Bogaerts: AB current=4 box=3, H current=0 box=1, 2B current=0 box=1, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.753781544880535.281393630446507Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.530Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment46Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review46Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target46Capped at max 12 realistic runs
simulation_result46Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SD00002002047
LAD202010001611
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSDbatting33710146390000
currentSDpitching916338.0600
currentLADbatting34710145470000
currentLADpitching724889.0400
simulationSDbatting347202448801
simulationSDpitching1116438.1640168
simulationLADbatting3611411664300
simulationLADpitching724889.0443189
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSDRFFernando Tatis Jr.041100110100.250
currentSD1BTy France041001110100.250
currentSDLFDustin Harris041000100100.250
currentSDCFJackson Merrill041000110100.250
currentSD3BManny Machado041000011100.250
currentSDDHAustin Hays031000000100.333
currentSDCLuis Campusano031000001100.333
currentSDSSXander Bogaerts040000101100.000
currentSD2BJake Cronenworth030000100100.000
currentLADCWill Smith041000000100.250
currentLAD1BFreddie Freeman041000001100.250
currentLAD3BMax Muncy041100111100.250
currentLADDHJosue De Paula030000101000.000
currentLADSSMookie Betts041001110000.250
currentLADRFKyle Tucker030000101100.000
currentLADLFTeoscar Hernández041000010100.250
currentLADCFAndy Pages041000110100.250
currentLAD2BTommy Edman041000000100.250
simulationSD1RFFernando Tatis Jr.541000101100.250
simulationSD2LFDustin Harris530000002100.000
simulationSD33BManny Machado542001111000.500
simulationSD41BTy France541000001100.250
simulationSD5CFJackson Merrill550000000100.000
simulationSD6DHAustin Hays531100102100.333
simulationSD7SSXander Bogaerts531100001110.333
simulationSD8CLuis Campusano441001130100.250
simulationSD92BJake Cronenworth440000000100.000
simulationLAD1SSMookie Betts542000101100.500
simulationLAD21BFreddie Freeman542100101000.500
simulationLAD3CWill Smith550000000000.000
simulationLAD43BMax Muncy543201131000.750
simulationLAD5RFKyle Tucker442100110000.500
simulationLAD6LFTeoscar Hernández442010120000.500
simulationLAD7DHJosue De Paula440000000100.000
simulationLAD8CFAndy Pages430000101000.000
simulationLAD92BTommy Edman440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSD1Michael KingStarter6.0844231006.003.031.16
currentSD2Bradgley RodriguezMiddle Reliever (High Leverage)1.01220000018.001.800.97
currentSD3Mason MillerCloser1.0000100000.001.210.84
currentLAD1Brock StewartStarter4.1322451004.152.190.93
currentLAD3Evan PhillipsMiddle Reliever (High Leverage)1.0000220000.003.521.17
currentLAD4Jack DreyerMiddle Reliever (High Leverage)1.01221010018.003.281.14
currentLAD5Tanner ScottCloser2.0100000000.002.771.01
currentLAD6Alex VesiaSetup Man0.2200110000.002.781.11
simulationSD1Michael KingStarter6.0833231291204.503.031.16
simulationSD2Mason MillerCloser1.00001004170.001.210.84
simulationSD3Bradgley RodriguezMiddle Reliever (High Leverage)1.133310073120.251.800.97
simulationLAD1Brock StewartStarter4.132245121924.152.190.93
simulationLAD2Tanner ScottCloser2.01000007380.002.771.01
simulationLAD3Alex VesiaSetup Man0.22001105180.002.781.11
simulationLAD4Jack DreyerMiddle Reliever (High Leverage)1.012210152018.003.281.14
simulationLAD5Evan PhillipsMiddle Reliever (High Leverage)1.00002205210.003.521.17
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SDMichael KingStarter6.0382329120
SDBradgley RodriguezMiddle Reliever (High Leverage)1.13310731
SDMason MillerCloser1.00010417
LADBrock StewartStarter4.123452192
LADEvan PhillipsMiddle Reliever (High Leverage)1.00022521
LADJack DreyerMiddle Reliever (High Leverage)1.02110520
LADTanner ScottCloser2.00100738
LADAlex VesiaSetup Man0.20211518
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_STL@PIT

20260922_STL@PIT.json • 2026-09-22

STL 4 - PIT 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 102INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentPITCURRENT_PITCHER_DUPLICATIONPIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSTLCURRENT_PITCHER_DUPLICATIONSTL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=35, sim=28; H: current=9, sim=4; 2B: current=2, sim=0; HR: current=1, sim=3; BB: current=3, sim=2; SO: current=8, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Konnor Griffin: 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Oneil Cruz: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ryan O'Hearn: AB current=4 box=3, HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Brandon Lowe: RBI current=1 box=3, SO current=1 box=2; Bryan Reynolds: H current=1 box=0, 2B current=1 box=0, R current=1 box=0, BB current=1 box=0; Jacob Gonzalez: H current=1 box=0, SO current=1 box=0; Rafael Flores Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0; Ronny Simon: AB current=4 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 3B: current=0, sim=1; RBI: current=5, sim=4; BB: current=3, sim=1; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: JJ Wetherholt: R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Iván Herrera: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Bryan Torres: AB current=3 box=4, H current=0 box=3, 3B current=0 box=1, R current=0 box=1; Thomas Saggese: AB current=4 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Jordan Walker: RBI current=1 box=2; Leonardo Bernal: SO current=1 box=0; Alec Burleson: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Nathan Church: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match STL pitching: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match STL pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match STL pitching: 4.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match STL pitching: 12.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=30 matches STL BF=30.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match PIT pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match PIT pitching: 8.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match PIT pitching: 9.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=36 matches PIT BF=36.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.564 -> 0.562 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5636, 'sample_size': 663, 'empirical_hit_rate': 0.5611, 'empirical_weight': 0.5, 'blended_confidence': 0.56235, 'published_confidence': 0.538662, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.461.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.539.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.539.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.537/0.731.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: STL 8, PIT 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: STL 4 - PIT 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PIT; cap=0.56, reasons=recent head-to-head is split and volatile; local prediction memory shows 3 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'PIT', 'opponent_team': 'STL', 'h2h_net_margin': 2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-30', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'PIT'}, {'date': '2026-08-29', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'PIT'}, {'date': '2026-08-28', 'predicted_team_runs': 1, 'opponent_runs': 4, 'margin_for_predicted_team': -3, 'winner': 'STL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260830', 'away': 'PIT', 'home': 'STL', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'PIT', 'actual_margin': 1, 'raw_pick_probability': 0.559749, 'artifact': '20260830_PIT@STL.json', 'verification': 'pregame_official_final'}, {'date': '20260829', 'away': 'PIT', 'home': 'STL', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'PIT', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260829_PIT@STL.json', 'verification': 'pregame_official_final'}, {'date': '20260828', 'away': 'PIT', 'home': 'STL', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'STL', 'actual_margin': 3, 'raw_pick_probability': 0.6, 'artifact': '20260828_PIT@STL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'PIT', 'guardrail_opponent_team': 'STL', 'output_pre_simulation_winner': 'PIT', 'output_opponent_team': 'STL', 'simulation_score_winner': 'PIT', 'final_score_winner': 'PIT', 'pre_simulation_winner': 'PIT', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'STL 4 - 5 PIT', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'STL 4 - 5 PIT', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0264, 'recent_form_edge_home_minus_away': 0.49, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'PIT', 'model_winner': 'PIT', 'simulation_winner': 'PIT', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 1, 'published_winner': 'PIT', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'PIT', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.3334, 'winner': 'PIT', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_STL@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: STL@PIT.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 13.0, 'absolute_net_margin': 13.0, 'home_average_margin': 2.6, 'home_run_delta': 0.075, 'away_run_delta': -0.075, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': 7.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 4, 'probability': 0.01874553281085251}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.01833624081403006}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.017967726703155436}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.01757541740926132}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.0174712590381}], 'home_distribution': {'0': 0.04396234046024391, '1': 0.06663453256853556, '2': 0.09152929969611466, '3': 0.11393657421528262, '4': 0.12853115450458066, '5': 0.1314001598484035, '6': 0.121737845739038, '7': 0.10221098289907057, '8': 0.0777699376415623, '9': 0.053625106843242114, '10': 0.033509413290951785, '11': 0.01897613280276835, '12': 0.00973847226835575, '13': 0.004529144599490551, '14': 0.001908902622359785}, 'away_distribution': {'0': 0.054718993236023666, '1': 0.08234674000013913, '2': 0.11070735658696271, '3': 0.13296223580136135, '4': 0.1426598935075821, '5': 0.13674052393760266, '6': 0.11708852677323993, '7': 0.08956806700028855, '8': 0.06120879356446644, '9': 0.03736768518102923, '10': 0.02037981930997646, '11': 0.009929473495083193, '12': 0.004321891606244724}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.3622, 'recent_quality_edge': 0.28, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.3334}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'STL 4 - 5 PIT', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'STL 4 - 5 PIT', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0264, 'recent_form_edge_home_minus_away': 0.49, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'PIT', 'model_winner': 'PIT', 'simulation_winner': 'PIT', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 1, 'published_winner': 'PIT', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'PIT', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.3334, 'winner': 'PIT', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASSpitch_countsimulationPITPITCH_COUNT_PITCHER_MATCHPIT pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationPITPITCH_COUNT_TOTAL_MATCHPIT pitch_count_summary total, row sum, and pitching total all match: 147.
PASSpitch_countsimulationSTLPITCH_COUNT_PITCHER_MATCHSTL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSTLPITCH_COUNT_TOTAL_MATCHSTL pitch_count_summary total, row sum, and pitching total all match: 139.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: STL 4 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: STL 4 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PIT, simulation=PIT, published=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.539.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): PIT wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 8/10 = 0.800.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match STL pitching: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match STL pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match STL pitching: 4.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match STL pitching: 12.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=30 matches STL BF=30.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match PIT pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match PIT pitching: 8.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match PIT pitching: 9.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=36 matches PIT BF=36.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.564 -> 0.562 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5636, 'sample_size': 663, 'empirical_hit_rate': 0.5611, 'empirical_weight': 0.5, 'blended_confidence': 0.56235, 'published_confidence': 0.538662, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.461.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.539.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.539.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.537/0.731.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: STL 8, PIT 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: STL 4 - PIT 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PIT; cap=0.56, reasons=recent head-to-head is split and volatile; local prediction memory shows 3 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'PIT', 'opponent_team': 'STL', 'h2h_net_margin': 2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-30', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'PIT'}, {'date': '2026-08-29', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'PIT'}, {'date': '2026-08-28', 'predicted_team_runs': 1, 'opponent_runs': 4, 'margin_for_predicted_team': -3, 'winner': 'STL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260830', 'away': 'PIT', 'home': 'STL', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'PIT', 'actual_margin': 1, 'raw_pick_probability': 0.559749, 'artifact': '20260830_PIT@STL.json', 'verification': 'pregame_official_final'}, {'date': '20260829', 'away': 'PIT', 'home': 'STL', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'PIT', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260829_PIT@STL.json', 'verification': 'pregame_official_final'}, {'date': '20260828', 'away': 'PIT', 'home': 'STL', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'STL', 'actual_margin': 3, 'raw_pick_probability': 0.6, 'artifact': '20260828_PIT@STL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'PIT', 'guardrail_opponent_team': 'STL', 'output_pre_simulation_winner': 'PIT', 'output_opponent_team': 'STL', 'simulation_score_winner': 'PIT', 'final_score_winner': 'PIT', 'pre_simulation_winner': 'PIT', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'STL 4 - 5 PIT', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'STL 4 - 5 PIT', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0264, 'recent_form_edge_home_minus_away': 0.49, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'PIT', 'model_winner': 'PIT', 'simulation_winner': 'PIT', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 1, 'published_winner': 'PIT', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'PIT', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.3334, 'winner': 'PIT', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_STL@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: STL@PIT.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 13.0, 'absolute_net_margin': 13.0, 'home_average_margin': 2.6, 'home_run_delta': 0.075, 'away_run_delta': -0.075, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': 7.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 4, 'probability': 0.01874553281085251}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.01833624081403006}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.017967726703155436}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.01757541740926132}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.0174712590381}], 'home_distribution': {'0': 0.04396234046024391, '1': 0.06663453256853556, '2': 0.09152929969611466, '3': 0.11393657421528262, '4': 0.12853115450458066, '5': 0.1314001598484035, '6': 0.121737845739038, '7': 0.10221098289907057, '8': 0.0777699376415623, '9': 0.053625106843242114, '10': 0.033509413290951785, '11': 0.01897613280276835, '12': 0.00973847226835575, '13': 0.004529144599490551, '14': 0.001908902622359785}, 'away_distribution': {'0': 0.054718993236023666, '1': 0.08234674000013913, '2': 0.11070735658696271, '3': 0.13296223580136135, '4': 0.1426598935075821, '5': 0.13674052393760266, '6': 0.11708852677323993, '7': 0.08956806700028855, '8': 0.06120879356446644, '9': 0.03736768518102923, '10': 0.02037981930997646, '11': 0.009929473495083193, '12': 0.004321891606244724}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.3622, 'recent_quality_edge': 0.28, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.3334}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'STL 4 - 5 PIT', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'STL 4 - 5 PIT', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0264, 'recent_form_edge_home_minus_away': 0.49, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'PIT', 'model_winner': 'PIT', 'simulation_winner': 'PIT', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 1, 'published_winner': 'PIT', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'PIT', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.3334, 'winner': 'PIT', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
PASSpitch_countsimulationPITPITCH_COUNT_PITCHER_MATCHPIT pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationPITPITCH_COUNT_TOTAL_MATCHPIT pitch_count_summary total, row sum, and pitching total all match: 147.
PASSpitch_countsimulationSTLPITCH_COUNT_PITCHER_MATCHSTL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSTLPITCH_COUNT_TOTAL_MATCHSTL pitch_count_summary total, row sum, and pitching total all match: 139.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: STL 4 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: STL 4 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PIT, simulation=PIT, published=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.539.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): PIT wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 8/10 = 0.800.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentPITCURRENT_PITCHER_DUPLICATIONPIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSTLCURRENT_PITCHER_DUPLICATIONSTL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=35, sim=28; H: current=9, sim=4; 2B: current=2, sim=0; HR: current=1, sim=3; BB: current=3, sim=2; SO: current=8, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Konnor Griffin: 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Oneil Cruz: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ryan O'Hearn: AB current=4 box=3, HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Brandon Lowe: RBI current=1 box=3, SO current=1 box=2; Bryan Reynolds: H current=1 box=0, 2B current=1 box=0, R current=1 box=0, BB current=1 box=0; Jacob Gonzalez: H current=1 box=0, SO current=1 box=0; Rafael Flores Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0; Ronny Simon: AB current=4 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 3B: current=0, sim=1; RBI: current=5, sim=4; BB: current=3, sim=1; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: JJ Wetherholt: R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Iván Herrera: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Bryan Torres: AB current=3 box=4, H current=0 box=3, 3B current=0 box=1, R current=0 box=1; Thomas Saggese: AB current=4 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Jordan Walker: RBI current=1 box=2; Leonardo Bernal: SO current=1 box=0; Alec Burleson: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Nathan Church: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.4594947874481335.403853993839366Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.539Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment45Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
STL00001201048
PIT01001003054
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSTLbatting33820154390000
currentSTLpitching4352128.0500
currentPITbatting35920155380000
currentPITpitching814199.0400
simulationSTLbatting348211441910
simulationSTLpitching4352128.0530139
simulationPITbatting2840035521200
simulationPITpitching814199.0436147
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSTL2BJJ Wetherholt041000101100.250
currentSTLDHIván Herrera041000111100.250
currentSTLLFBryan Torres030000000100.000
currentSTL3BThomas Saggese041000000100.250
currentSTLRFJordan Walker041001110100.250
currentSTLCLeonardo Bernal041100110100.250
currentSTL1BAlec Burleson041100011100.250
currentSTLCFNathan Church031000010100.333
currentSTLSSMasyn Winn031000000100.333
currentPITSSKonnor Griffin041100110100.250
currentPITCFOneil Cruz041000111100.250
currentPITDHRyan O'Hearn041000010100.250
currentPIT2BBrandon Lowe041001110100.250
currentPITLFBryan Reynolds041100101100.250
currentPIT3BJacob Gonzalez031000000100.333
currentPITCRafael Flores Jr.041000010100.250
currentPITRFRonny Simon041000100100.250
currentPIT1BSpencer Horwitz041000001000.250
simulationSTL12BJJ Wetherholt441000000000.250
simulationSTL2DHIván Herrera442100000200.500
simulationSTL31BAlec Burleson440000000100.000
simulationSTL4RFJordan Walker441001120100.250
simulationSTL5CLeonardo Bernal441100110000.250
simulationSTL6LFBryan Torres443010100000.750
simulationSTL73BThomas Saggese420000111100.000
simulationSTL8CFNathan Church440000000100.000
simulationSTL9SSMasyn Winn440000000300.000
simulationPIT1SSKonnor Griffin441000100200.250
simulationPIT22BBrandon Lowe441001130200.250
simulationPIT3LFBryan Reynolds440000000200.000
simulationPIT4CFOneil Cruz330000000200.000
simulationPIT5CRafael Flores Jr.330000000100.000
simulationPIT6DHRyan O'Hearn331001110000.333
simulationPIT7RFRonny Simon320000101200.000
simulationPIT81BSpencer Horwitz321001111100.500
simulationPIT93BJacob Gonzalez330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSTL1Andre PallanteStarter5.12221102003.383.701.26
currentSTL4Riley O'BrienCloser2.1000010000.004.081.28
currentSTL5George SorianoSetup Man0.12331110081.004.291.40
currentPIT1Jared JonesStarter5.0311040001.804.171.19
currentPIT2Gregory SotoMiddle Reliever (High Leverage)1.0211010009.003.361.10
currentPIT3Luke WeaverSetup Man1.0100110000.002.790.97
currentPIT4Mason MontgomeryCloser1.02220110018.002.321.00
currentPIT5Yohan RamírezMiddle Reliever (High Leverage)1.0000020000.002.931.19
simulationSTL1Andre PallanteStarter5.1222110219893.383.701.26
simulationSTL2Riley O'BrienCloser2.10000107360.004.081.28
simulationSTL3George SorianoSetup Man0.123311141481.004.291.40
simulationPIT1Jared JonesStarter5.031104018761.804.171.19
simulationPIT2Mason MontgomeryCloser1.022201151918.002.321.00
simulationPIT3Luke WeaverSetup Man1.01001105200.002.790.97
simulationPIT4Gregory SotoMiddle Reliever (High Leverage)1.02110105199.003.361.10
simulationPIT5Yohan RamírezMiddle Reliever (High Leverage)1.00000203130.002.931.19
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
STLAndre PallanteStarter5.1221101989
STLRiley O'BrienCloser2.10001736
STLGeorge SorianoSetup Man0.13211414
PITJared JonesStarter5.013041876
PITGregory SotoMiddle Reliever (High Leverage)1.01201519
PITLuke WeaverSetup Man1.00111520
PITMason MontgomeryCloser1.02201519
PITYohan RamírezMiddle Reliever (High Leverage)1.00002313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_TB@NYY

20260922_TB@NYY.json • 2026-09-22

TB 3 - NYY 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=8, sim=7; 2B: current=1, sim=0; HR: current=1, sim=2; BB: current=3, sim=2; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Heliot Ramos: AB current=3 box=4, R current=1 box=0, HBP current=0 box=1; George Lombard Jr.: AB current=4 box=5, H current=1 box=2, RBI current=0 box=1, SO current=1 box=2; Ben Rice: AB current=4 box=5, BB current=1 box=0, SO current=1 box=0; Anthony Volpe: H current=1 box=0, SO current=1 box=2; Cody Bellinger: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; José Caballero: AB current=3 box=4, H current=1 box=0; Luis García Jr.: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Ali Sánchez: H current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (H: current=7, sim=4; RBI: current=5, sim=3; R: current=5, sim=3; BB: current=4, sim=3; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Jonathan Aranda: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Yandy Díaz: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Junior Caminero: AB current=4 box=3, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jonny DeLuca: 2B current=1 box=0, R current=0 box=1, SO current=1 box=0; Liam Hicks: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0; Chandler Simpson: H current=1 box=0, SO current=0 box=1; Richie Palacios: H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1, BB current=0 box=1; Jorge Mateo: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match TB pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match TB pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match TB pitching: 7.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match TB pitching: 8.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=41 matches TB BF=41.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match NYY pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match NYY pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match NYY pitching: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match NYY pitching: 10.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=37 matches NYY BF=37.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.542 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 418, 'empirical_hit_rate': 0.5742, 'empirical_weight': 0.5, 'blended_confidence': 0.54215, 'published_confidence': 0.534918, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.465.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.535.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.535.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.765/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TB 4, NYY 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TB 3 - NYY 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.56, reasons=local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'TB', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-09', 'predicted_team_runs': 12, 'opponent_runs': 4, 'margin_for_predicted_team': 8, 'winner': 'NYY'}, {'date': '2026-07-08', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'TB'}, {'date': '2026-07-07', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'TB'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260709', 'away': 'NYY', 'home': 'TB', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 8, 'raw_pick_probability': 0.51, 'artifact': '20260709_NYY@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260708', 'away': 'NYY', 'home': 'TB', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'TB', 'actual_margin': 3, 'raw_pick_probability': 0.64, 'artifact': '20260708_NYY@TB.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'TB', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'TB', 'simulation_score_winner': 'NYY', 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TB 3 - 4 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TB 3 - 4 NYY', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0798, 'recent_form_edge_home_minus_away': -0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'NYY', 'published_winner_draw_share': 0.75, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0823, 'winner': 'NYY', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_TB@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TB@NYY.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 9.0, 'absolute_net_margin': 9.0, 'home_average_margin': 1.8, 'home_run_delta': 0.0519, 'away_run_delta': -0.0519, 'evidence': [{'game_id': None, 'home_margin': 8.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': 2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 3, 'probability': 0.023775234282643852}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.02367872370940118}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.023560423806430014}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.023464785211227662}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.021061008414578045}], 'home_distribution': {'0': 0.06754021958834518, '1': 0.1007549116457567, '2': 0.1319418697833856, '3': 0.15167419255236253, '4': 0.1530570711371964, '5': 0.13558378541339447, '6': 0.1054325622477747, '7': 0.07197048287670531, '8': 0.04312674904601812, '9': 0.02268567345106441, '10': 0.010475367804362895, '11': 0.004246191086855278, '12': 0.0015109233667785398}, 'away_distribution': {'0': 0.07034955035165352, '1': 0.10474893686872565, '2': 0.136401658457503, '3': 0.1553357457188786, '4': 0.15470519286349196, '5': 0.1347473104393432, '6': 0.10264009569004623, '7': 0.06837474506458452, '8': 0.03983420195671947, '9': 0.020295429696302256, '10': 0.009043199450248899, '11': 0.003523933442502917}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.2903, 'recent_quality_edge': -0.304, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0823}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TB 3 - 4 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TB 3 - 4 NYY', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0798, 'recent_form_edge_home_minus_away': -0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'NYY', 'published_winner_draw_share': 0.75, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0823, 'winner': 'NYY', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
PASSpitch_countsimulationNYYPITCH_COUNT_PITCHER_MATCHNYY pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYYPITCH_COUNT_TOTAL_MATCHNYY pitch_count_summary total, row sum, and pitching total all match: 166.
PASSpitch_countsimulationTBPITCH_COUNT_PITCHER_MATCHTB pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTBPITCH_COUNT_TOTAL_MATCHTB pitch_count_summary total, row sum, and pitching total all match: 165.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TB 3 - 4 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TB 3 - 4 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 4-3 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.535.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYY wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 4-3 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match TB pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match TB pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match TB pitching: 7.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match TB pitching: 8.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=41 matches TB BF=41.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match NYY pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match NYY pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match NYY pitching: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match NYY pitching: 10.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=37 matches NYY BF=37.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.542 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5101, 'sample_size': 418, 'empirical_hit_rate': 0.5742, 'empirical_weight': 0.5, 'blended_confidence': 0.54215, 'published_confidence': 0.534918, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.465.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.535.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.535.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.765/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TB 4, NYY 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TB 3 - NYY 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.56, reasons=local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'TB', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-09', 'predicted_team_runs': 12, 'opponent_runs': 4, 'margin_for_predicted_team': 8, 'winner': 'NYY'}, {'date': '2026-07-08', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'TB'}, {'date': '2026-07-07', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'TB'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260709', 'away': 'NYY', 'home': 'TB', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 8, 'raw_pick_probability': 0.51, 'artifact': '20260709_NYY@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260708', 'away': 'NYY', 'home': 'TB', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'TB', 'actual_margin': 3, 'raw_pick_probability': 0.64, 'artifact': '20260708_NYY@TB.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'TB', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'TB', 'simulation_score_winner': 'NYY', 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TB 3 - 4 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TB 3 - 4 NYY', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0798, 'recent_form_edge_home_minus_away': -0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'NYY', 'published_winner_draw_share': 0.75, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0823, 'winner': 'NYY', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_TB@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TB@NYY.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 9.0, 'absolute_net_margin': 9.0, 'home_average_margin': 1.8, 'home_run_delta': 0.0519, 'away_run_delta': -0.0519, 'evidence': [{'game_id': None, 'home_margin': 8.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': 2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 3, 'probability': 0.023775234282643852}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.02367872370940118}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.023560423806430014}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.023464785211227662}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.021061008414578045}], 'home_distribution': {'0': 0.06754021958834518, '1': 0.1007549116457567, '2': 0.1319418697833856, '3': 0.15167419255236253, '4': 0.1530570711371964, '5': 0.13558378541339447, '6': 0.1054325622477747, '7': 0.07197048287670531, '8': 0.04312674904601812, '9': 0.02268567345106441, '10': 0.010475367804362895, '11': 0.004246191086855278, '12': 0.0015109233667785398}, 'away_distribution': {'0': 0.07034955035165352, '1': 0.10474893686872565, '2': 0.136401658457503, '3': 0.1553357457188786, '4': 0.15470519286349196, '5': 0.1347473104393432, '6': 0.10264009569004623, '7': 0.06837474506458452, '8': 0.03983420195671947, '9': 0.020295429696302256, '10': 0.009043199450248899, '11': 0.003523933442502917}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.2903, 'recent_quality_edge': -0.304, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0823}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TB 3 - 4 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TB 3 - 4 NYY', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0798, 'recent_form_edge_home_minus_away': -0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'NYY', 'published_winner_draw_share': 0.75, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0823, 'winner': 'NYY', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
PASSpitch_countsimulationNYYPITCH_COUNT_PITCHER_MATCHNYY pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYYPITCH_COUNT_TOTAL_MATCHNYY pitch_count_summary total, row sum, and pitching total all match: 166.
PASSpitch_countsimulationTBPITCH_COUNT_PITCHER_MATCHTB pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTBPITCH_COUNT_TOTAL_MATCHTB pitch_count_summary total, row sum, and pitching total all match: 165.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TB 3 - 4 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TB 3 - 4 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 4-3 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.535.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYY wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 4-3 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=8, sim=7; 2B: current=1, sim=0; HR: current=1, sim=2; BB: current=3, sim=2; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Heliot Ramos: AB current=3 box=4, R current=1 box=0, HBP current=0 box=1; George Lombard Jr.: AB current=4 box=5, H current=1 box=2, RBI current=0 box=1, SO current=1 box=2; Ben Rice: AB current=4 box=5, BB current=1 box=0, SO current=1 box=0; Anthony Volpe: H current=1 box=0, SO current=1 box=2; Cody Bellinger: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; José Caballero: AB current=3 box=4, H current=1 box=0; Luis García Jr.: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Ali Sánchez: H current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (H: current=7, sim=4; RBI: current=5, sim=3; R: current=5, sim=3; BB: current=4, sim=3; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Jonathan Aranda: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Yandy Díaz: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Junior Caminero: AB current=4 box=3, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jonny DeLuca: 2B current=1 box=0, R current=0 box=1, SO current=1 box=0; Liam Hicks: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0; Chandler Simpson: H current=1 box=0, SO current=0 box=1; Richie Palacios: H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1, BB current=0 box=1; Jorge Mateo: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.80834261162694345.205999797915791Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.535Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team12345678910RH
TB001000100134
NYY100000010247
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTBbatting34710155480000
currentTBpitching724288.0400
currentNYYbatting32810144380000
currentNYYpitching4133109.0300
simulationTBbatting3441013331000
simulationTBpitching7242810.0441165
simulationNYYbatting377002442802
simulationNYYpitching41331010.0337166
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTB1BJonathan Aranda041000111100.250
currentTBDHYandy Díaz041000111100.250
currentTB3BJunior Caminero041001111100.250
currentTBCFJonny DeLuca041100010100.250
currentTBCLiam Hicks041000011100.250
currentTBLFChandler Simpson041000000000.250
currentTB2BRichie Palacios030000100100.000
currentTBSSJorge Mateo030000000100.000
currentTBRFVictor Mesa Jr.041000100100.250
currentNYYRFHeliot Ramos031000100100.333
currentNYYSSGeorge Lombard Jr.041000100100.250
currentNYYDHBen Rice041001111100.250
currentNYY2BAnthony Volpe031000001100.333
currentNYYLFCody Bellinger041100111000.250
currentNYY3BJosé Caballero031000000100.333
currentNYY1BLuis García Jr.041000010100.250
currentNYYCAli Sánchez030000000100.000
currentNYYCFSpencer Jones041000010100.250
simulationTB1DHYandy Díaz550000000300.000
simulationTB21BJonathan Aranda440000000100.000
simulationTB33BJunior Caminero431000001100.333
simulationTB4CLiam Hicks430000001100.000
simulationTB5LFChandler Simpson440000000100.000
simulationTB6CFJonny DeLuca441000110000.250
simulationTB7RFVictor Mesa Jr.440000000100.000
simulationTB8SSJorge Mateo441001110100.250
simulationTB92BRichie Palacios431100111100.333
simulationNYY1DHBen Rice551001110000.200
simulationNYY2LFCody Bellinger540000000010.000
simulationNYY3RFHeliot Ramos541000000110.250
simulationNYY41BLuis García Jr.552001120000.400
simulationNYY5SSGeorge Lombard Jr.552000110200.400
simulationNYY6CFSpencer Jones440000000100.000
simulationNYY72BAnthony Volpe430000001200.000
simulationNYY8CAli Sánchez431000101100.333
simulationNYY93BJosé Caballero440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTB1Nick MartinezStarter6.0511050001.502.941.07
currentTB2Bryan BakerCloser1.1000010000.001.340.86
currentTB3Cam BooserMiddle Reliever (High Leverage)0.2000200000.002.110.78
currentTB6Kevin KellySetup Man0.0111011002.490.90
currentTB7Alex CookReliever0.012201100
currentNYY1Carlos RodónStarter5.2111171001.592.951.13
currentNYY2Brent HeadrickSetup Man1.0000010000.002.101.18
currentNYY3David BednarCloser1.0211110009.002.581.04
currentNYY4Paul BlackburnMiddle Reliever (High Leverage)1.1000100000.001.631.07
currentNYY5Tim HillMiddle Reliever (High Leverage)0.0111010004.241.06
simulationTB1Nick MartinezStarter6.0511050251001.502.941.07
simulationTB2Bryan BakerCloser1.10000104170.001.340.86
simulationTB3Kevin KellySetup Man1.11110115206.752.490.90
simulationTB4Cam BooserMiddle Reliever (High Leverage)1.00002005210.002.110.78
simulationTB5Alex CookReliever0.11220112754.004.761.06
simulationNYY1Carlos RodónStarter5.211117119901.592.951.13
simulationNYY2David BednarCloser1.02111106239.002.581.04
simulationNYY3Brent HeadrickSetup Man1.00000103130.002.101.18
simulationNYY4Paul BlackburnMiddle Reliever (High Leverage)1.20001006290.001.631.07
simulationNYY5Tim HillMiddle Reliever (High Leverage)0.211101031113.504.241.06
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TBNick MartinezStarter6.0150525100
TBBryan BakerCloser1.10001417
TBCam BooserMiddle Reliever (High Leverage)1.00020521
TBKevin KellySetup Man1.11101520
TBAlex CookReliever0.1210127
NYYCarlos RodónStarter5.211171990
NYYBrent HeadrickSetup Man1.00001313
NYYDavid BednarCloser1.01211623
NYYPaul BlackburnMiddle Reliever (High Leverage)1.20010629
NYYTim HillMiddle Reliever (High Leverage)0.21101311
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_TB@NYY_2

20260922_TB@NYY_2.json • 2026-09-22

TB 4 - NYY 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=7, sim=10; 2B: current=1, sim=4; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=0; SO: current=10, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Heliot Ramos: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Luis García Jr.: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Ben Rice: HR current=1 box=0, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=2; Cody Bellinger: 2B current=0 box=1, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=0; Anthony Volpe: AB current=3 box=4, 2B current=0 box=1, BB current=1 box=0; José Caballero: AB current=3 box=4, H current=0 box=3, 2B current=0 box=1, HR current=0 box=1; Ali Sánchez: AB current=3 box=4, SO current=1 box=0; Spencer Jones: H current=1 box=3, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (H: current=8, sim=7; HR: current=1, sim=0; RBI: current=5, sim=4; R: current=5, sim=4; BB: current=3, sim=5; SO: current=8, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Jonathan Aranda: 2B current=0 box=1, RBI current=1 box=3; Liam Hicks: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Jonny DeLuca: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Junior Caminero: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Yandy Díaz: AB current=4 box=3, H current=1 box=0, BB current=1 box=2, SO current=1 box=2; Victor Mesa Jr.: AB current=4 box=3, H current=1 box=2, HBP current=0 box=1; Richie Palacios: BB current=0 box=1, SO current=1 box=0; Jorge Mateo: AB current=3 box=4, H current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match TB pitching: 0.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match TB pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match TB pitching: 10.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match TB pitching: 5.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=36 matches TB BF=36.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match NYY pitching: 5.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match NYY pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match NYY pitching: 7.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match NYY pitching: 7.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=40 matches NYY BF=40.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.504 -> 0.530 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.504257, 'sample_size': 762, 'empirical_hit_rate': 0.5551, 'empirical_weight': 0.5, 'blended_confidence': 0.529678, 'published_confidence': 0.520635, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.479.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.521.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.521.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.709/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TB 7, NYY 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TB 4 - NYY 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.56, reasons=local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'TB', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-09', 'predicted_team_runs': 12, 'opponent_runs': 4, 'margin_for_predicted_team': 8, 'winner': 'NYY'}, {'date': '2026-07-08', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'TB'}, {'date': '2026-07-07', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'TB'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260709', 'away': 'NYY', 'home': 'TB', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 8, 'raw_pick_probability': 0.51, 'artifact': '20260709_NYY@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260708', 'away': 'NYY', 'home': 'TB', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'TB', 'actual_margin': 3, 'raw_pick_probability': 0.64, 'artifact': '20260708_NYY@TB.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'TB', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'TB', 'simulation_score_winner': 'NYY', 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TB 4 - 5 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TB 4 - 5 NYY', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.01, 'recent_form_edge_home_minus_away': -0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0823, 'winner': 'NYY', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_TB@NYY_2.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TB@NYY.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 9.0, 'absolute_net_margin': 9.0, 'home_average_margin': 1.8, 'home_run_delta': 0.0519, 'away_run_delta': -0.0519, 'evidence': [{'game_id': None, 'home_margin': 8.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': 2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.022092924850034907}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.021284458417206026}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.021184364443087446}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02041682621654047}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.020409145785109578}], 'home_distribution': {'0': 0.06067321029767718, '1': 0.09093750372560319, '2': 0.12077757988224637, '3': 0.14214345206270018, '4': 0.14823973656526146, '5': 0.1369934022037784, '6': 0.11218425522710192, '7': 0.08140693571068353, '8': 0.052346559973183784, '9': 0.029827175299175477, '10': 0.015060290439319932, '11': 0.00673832275010708, '12': 0.0026715758631615637}, 'away_distribution': {'0': 0.06165952217048613, '1': 0.09235358455625822, '2': 0.12241078831571468, '3': 0.14358132920612482, '4': 0.1490351059839388, '5': 0.13689624270669776, '6': 0.11127735977704364, '7': 0.08004504140791005, '8': 0.05095354339301746, '9': 0.028702959934685895, '10': 0.014308407990409822, '11': 0.0063120187751364255, '12': 0.0024640957825761683}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.2903, 'recent_quality_edge': -0.304, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0823}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TB 4 - 5 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TB 4 - 5 NYY', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.01, 'recent_form_edge_home_minus_away': -0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0823, 'winner': 'NYY', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 152.
PASSpitch_countsimulationNYYPITCH_COUNT_PITCHER_MATCHNYY pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYYPITCH_COUNT_TOTAL_MATCHNYY pitch_count_summary total, row sum, and pitching total all match: 152.
PASSpitch_countsimulationTBPITCH_COUNT_PITCHER_MATCHTB pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTBPITCH_COUNT_TOTAL_MATCHTB pitch_count_summary total, row sum, and pitching total all match: 141.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 8.2.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TB 4 - 5 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TB 4 - 5 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.521.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYY wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match TB pitching: 0.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match TB pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match TB pitching: 10.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match TB pitching: 5.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=36 matches TB BF=36.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match NYY pitching: 5.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match NYY pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match NYY pitching: 7.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match NYY pitching: 7.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=40 matches NYY BF=40.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.504 -> 0.530 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.504257, 'sample_size': 762, 'empirical_hit_rate': 0.5551, 'empirical_weight': 0.5, 'blended_confidence': 0.529678, 'published_confidence': 0.520635, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.479.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.521.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.521.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.709/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TB 7, NYY 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TB 4 - NYY 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.56, reasons=local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'TB', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-09', 'predicted_team_runs': 12, 'opponent_runs': 4, 'margin_for_predicted_team': 8, 'winner': 'NYY'}, {'date': '2026-07-08', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'TB'}, {'date': '2026-07-07', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'TB'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260709', 'away': 'NYY', 'home': 'TB', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 8, 'raw_pick_probability': 0.51, 'artifact': '20260709_NYY@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260708', 'away': 'NYY', 'home': 'TB', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'TB', 'actual_margin': 3, 'raw_pick_probability': 0.64, 'artifact': '20260708_NYY@TB.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'TB', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'TB', 'simulation_score_winner': 'NYY', 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TB 4 - 5 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TB 4 - 5 NYY', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.01, 'recent_form_edge_home_minus_away': -0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0823, 'winner': 'NYY', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_TB@NYY_2.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TB@NYY.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 9.0, 'absolute_net_margin': 9.0, 'home_average_margin': 1.8, 'home_run_delta': 0.0519, 'away_run_delta': -0.0519, 'evidence': [{'game_id': None, 'home_margin': 8.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': 2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.022092924850034907}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.021284458417206026}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.021184364443087446}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02041682621654047}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.020409145785109578}], 'home_distribution': {'0': 0.06067321029767718, '1': 0.09093750372560319, '2': 0.12077757988224637, '3': 0.14214345206270018, '4': 0.14823973656526146, '5': 0.1369934022037784, '6': 0.11218425522710192, '7': 0.08140693571068353, '8': 0.052346559973183784, '9': 0.029827175299175477, '10': 0.015060290439319932, '11': 0.00673832275010708, '12': 0.0026715758631615637}, 'away_distribution': {'0': 0.06165952217048613, '1': 0.09235358455625822, '2': 0.12241078831571468, '3': 0.14358132920612482, '4': 0.1490351059839388, '5': 0.13689624270669776, '6': 0.11127735977704364, '7': 0.08004504140791005, '8': 0.05095354339301746, '9': 0.028702959934685895, '10': 0.014308407990409822, '11': 0.0063120187751364255, '12': 0.0024640957825761683}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.2903, 'recent_quality_edge': -0.304, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0823}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TB 4 - 5 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TB 4 - 5 NYY', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.01, 'recent_form_edge_home_minus_away': -0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0823, 'winner': 'NYY', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 152.
PASSpitch_countsimulationNYYPITCH_COUNT_PITCHER_MATCHNYY pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYYPITCH_COUNT_TOTAL_MATCHNYY pitch_count_summary total, row sum, and pitching total all match: 152.
PASSpitch_countsimulationTBPITCH_COUNT_PITCHER_MATCHTB pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTBPITCH_COUNT_TOTAL_MATCHTB pitch_count_summary total, row sum, and pitching total all match: 141.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 8.2.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TB 4 - 5 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TB 4 - 5 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.521.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYY wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=7, sim=10; 2B: current=1, sim=4; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=0; SO: current=10, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Heliot Ramos: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Luis García Jr.: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Ben Rice: HR current=1 box=0, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=2; Cody Bellinger: 2B current=0 box=1, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=0; Anthony Volpe: AB current=3 box=4, 2B current=0 box=1, BB current=1 box=0; José Caballero: AB current=3 box=4, H current=0 box=3, 2B current=0 box=1, HR current=0 box=1; Ali Sánchez: AB current=3 box=4, SO current=1 box=0; Spencer Jones: H current=1 box=3, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (H: current=8, sim=7; HR: current=1, sim=0; RBI: current=5, sim=4; R: current=5, sim=4; BB: current=3, sim=5; SO: current=8, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Jonathan Aranda: 2B current=0 box=1, RBI current=1 box=3; Liam Hicks: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Jonny DeLuca: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Junior Caminero: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Yandy Díaz: AB current=4 box=3, H current=1 box=0, BB current=1 box=2, SO current=1 box=2; Victor Mesa Jr.: AB current=4 box=3, H current=1 box=2, HBP current=0 box=1; Richie Palacios: BB current=0 box=1, SO current=1 box=0; Jorge Mateo: AB current=3 box=4, H current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.35087821124786344.767573450422007Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.521Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment45Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TB00000400047
NYY020000201510
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTBbatting34810155380000
currentTBpitching1025058.0500
currentNYYbatting327101443100000
currentNYYpitching704579.0400
simulationTBbatting347100445701
simulationTBpitching1025058.2536141
simulationNYYbatting3610402550500
simulationNYYpitching704579.0440152
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTB1BJonathan Aranda041000111100.250
currentTBCLiam Hicks041000010100.250
currentTBCFJonny DeLuca041100010100.250
currentTBLFChandler Simpson041000000000.250
currentTB3BJunior Caminero041001111100.250
currentTBDHYandy Díaz041000111100.250
currentTBRFVictor Mesa Jr.041000100100.250
currentTB2BRichie Palacios031000100100.333
currentTBSSJorge Mateo030000000100.000
currentNYYRFHeliot Ramos031000100100.333
currentNYY1BLuis García Jr.041100010100.250
currentNYYDHBen Rice041001111100.250
currentNYYLFCody Bellinger041000111100.250
currentNYY2BAnthony Volpe031000001100.333
currentNYY3BJosé Caballero030000000100.000
currentNYYSSGeorge Lombard Jr.041000100100.250
currentNYYCAli Sánchez030000000100.000
currentNYYCFSpencer Jones041000010200.250
simulationTB1DHYandy Díaz530000112200.000
simulationTB21BJonathan Aranda541100131100.250
simulationTB33BJunior Caminero551000000100.200
simulationTB4CLiam Hicks540000001100.000
simulationTB5LFChandler Simpson441000000000.250
simulationTB6CFJonny DeLuca440000000000.000
simulationTB7RFVictor Mesa Jr.432000100110.667
simulationTB8SSJorge Mateo441000000100.250
simulationTB92BRichie Palacios431000101000.333
simulationNYY1DHBen Rice441000100200.250
simulationNYY2LFCody Bellinger441100100000.250
simulationNYY3RFHeliot Ramos440000000000.000
simulationNYY41BLuis García Jr.440000000100.000
simulationNYY5SSGeorge Lombard Jr.441000100100.250
simulationNYY6CFSpencer Jones443101120000.750
simulationNYY72BAnthony Volpe441100000100.250
simulationNYY8CAli Sánchez440000000000.000
simulationNYY93BJosé Caballero443101130000.750
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTB1Drew RasmussenStarter6.0522051003.002.720.93
currentTB2Bryan BakerCloser1.03220010018.001.340.86
currentTB3Cam BooserMiddle Reliever (High Leverage)1.0211000009.002.110.78
currentNYY1Max FriedStarter6.0633550004.502.630.98
currentNYY2Brent HeadrickSetup Man1.0000010000.002.101.18
currentNYY3David BednarCloser1.0111000009.002.581.04
currentNYY4Paul BlackburnMiddle Reliever (High Leverage)1.0000010000.001.631.07
simulationTB1Drew RasmussenStarter6.0522051251003.002.720.93
simulationTB2Bryan BakerCloser1.032200162218.001.340.86
simulationTB3Cam BooserMiddle Reliever (High Leverage)1.22110005195.402.110.78
simulationNYY1Max FriedStarter6.0633550301144.502.630.98
simulationNYY2David BednarCloser1.01110004129.002.581.04
simulationNYY3Brent HeadrickSetup Man1.00000103130.002.101.18
simulationNYY4Paul BlackburnMiddle Reliever (High Leverage)1.00000103130.001.631.07
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TBDrew RasmussenStarter6.0250525100
TBBryan BakerCloser1.02300622
TBCam BooserMiddle Reliever (High Leverage)1.21200519
NYYMax FriedStarter6.0365530114
NYYBrent HeadrickSetup Man1.00001313
NYYDavid BednarCloser1.01100412
NYYPaul BlackburnMiddle Reliever (High Leverage)1.00001313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_TOR@BAL

20260922_TOR@BAL.json • 2026-09-22

TOR 4 - BAL 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 102INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=35, sim=31; H: current=8, sim=7; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=9, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Colton Cowser: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Gunnar Henderson: 2B current=1 box=0, BB current=1 box=0, SO current=1 box=0; Jeremiah Jackson: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Pete Alonso: AB current=4 box=3, H current=1 box=2, HR current=1 box=0, SO current=1 box=0; Samuel Basallo: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Christian Encarnacion-Strand: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Leody Taveras: H current=1 box=0; Dylan Beavers: AB current=4 box=3, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; 2B: current=1, sim=0; HR: current=1, sim=3; BB: current=3, sim=1; SO: current=6, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Andrés Giménez: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Brett Bateman: AB current=4 box=5, HR current=0 box=1, RBI current=0 box=2, BB current=1 box=0; Vladimir Guerrero Jr.: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Ernie Clement: 2B current=1 box=0, R current=0 box=1, SO current=0 box=2; Alejandro Kirk: H current=1 box=2, HR current=0 box=1, R current=0 box=1, BB current=1 box=0; Kazuma Okamoto: H current=1 box=2, SO current=1 box=0; Myles Straw: AB current=3 box=4; George Springer: H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match TOR pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match TOR pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match TOR pitching: 7.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match TOR pitching: 3.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=34 matches TOR BF=34.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match BAL pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match BAL pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match BAL pitching: 8.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match BAL pitching: 7.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=37 matches BAL BF=37.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.460 -> 0.500 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.4601, 'sample_size': 537, 'empirical_hit_rate': 0.54, 'empirical_weight': 0.5, 'blended_confidence': 0.50005, 'published_confidence': 0.505, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBALCURRENT_LINEUP_SHAPEBAL current lineup has 9 expected positions.
PASScurrent_payloadcurrentBALCURRENT_MODEL_ZERO_FALLBACKBAL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBALCURRENT_NAMES_PRESENTBAL current hitter names are populated.
PASScurrent_payloadcurrentBALCURRENT_PREDICTIONS_MATCH_FINALIZEDBAL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.505.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.537/0.731.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 8, BAL 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 4 - BAL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BAL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for BAL; cap=0.57, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup.{'applied': True, 'confidence_cap': 0.57, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup'], 'signals': {'predicted_team': 'BAL', 'opponent_team': 'TOR', 'h2h_net_margin': -10, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-21', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'BAL'}, {'date': '2026-09-13', 'predicted_team_runs': 1, 'opponent_runs': 8, 'margin_for_predicted_team': -7, 'winner': 'TOR'}, {'date': '2026-09-12', 'predicted_team_runs': 3, 'opponent_runs': 7, 'margin_for_predicted_team': -4, 'winner': 'TOR'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 4, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260921', 'away': 'TOR', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'BAL', 'actual_margin': 1, 'raw_pick_probability': 0.5052570000000001, 'artifact': '20260921_TOR@BAL.json', 'verification': 'pregame_official_final'}, {'date': '20260913', 'away': 'BAL', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'TOR', 'actual_margin': 7, 'raw_pick_probability': 0.529621, 'artifact': '20260913_BAL@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260912', 'away': 'BAL', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'TOR', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260912_BAL@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260911', 'away': 'BAL', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'BAL', 'actual_margin': 3, 'raw_pick_probability': 0.505, 'artifact': '20260911_BAL@TOR.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'BAL', 'guardrail_opponent_team': 'TOR', 'output_pre_simulation_winner': 'BAL', 'output_opponent_team': 'TOR', 'simulation_score_winner': 'BAL', 'final_score_winner': 'BAL', 'pre_simulation_winner': 'BAL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TOR 4 - 5 BAL', 'winner': 'BAL'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TOR 4 - 5 BAL', 'winner': 'BAL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0618, 'recent_form_edge_home_minus_away': 0.014, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'BAL', 'model_winner': 'BAL', 'simulation_winner': 'BAL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'BAL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'BAL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.077, 'winner': 'BAL', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_TOR@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@BAL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -1.8, 'home_run_delta': -0.0519, 'away_run_delta': 0.0519, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -7.0}, {'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.019711135626987467}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01924440871194041}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.019020526557902075}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.018570152117233833}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.01827554822520005}], 'home_distribution': {'0': 0.051715975310095946, '1': 0.07798689904068565, '2': 0.10549152798020964, '3': 0.12800074930416933, '4': 0.13931774596445773, '5': 0.13601893340409593, '6': 0.11912181142802214, '7': 0.09357982120272393, '8': 0.06594352089316804, '9': 0.04168319981470023, '10': 0.02363463867400586, '11': 0.012020869500518176, '12': 0.005484307483147256}, 'away_distribution': {'0': 0.05362387796355451, '1': 0.08075891581216933, '2': 0.10881591009391336, '3': 0.13117889683531375, '4': 0.14148330846535592, '5': 0.13652622949236148, '6': 0.11786819762214445, '7': 0.09104305992191383, '8': 0.06291681157408341, '9': 0.03890059309204045, '10': 0.021518668570036772, '11': 0.010649868058703613, '12': 0.0047156624984091055}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.0732, 'recent_quality_edge': 0.084, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.077}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TOR 4 - 5 BAL', 'winner': 'BAL'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TOR 4 - 5 BAL', 'winner': 'BAL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0618, 'recent_form_edge_home_minus_away': 0.014, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'BAL', 'model_winner': 'BAL', 'simulation_winner': 'BAL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'BAL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'BAL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.077, 'winner': 'BAL', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countsimulationBALPITCH_COUNT_PITCHER_MATCHBAL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationBALPITCH_COUNT_TOTAL_MATCHBAL pitch_count_summary total, row sum, and pitching total all match: 149.
PASSpitch_countsimulationTORPITCH_COUNT_PITCHER_MATCHTOR pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTORPITCH_COUNT_TOTAL_MATCHTOR pitch_count_summary total, row sum, and pitching total all match: 138.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 4 - 5 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 4 - 5 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BAL wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=BAL, simulation=BAL, published=BAL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): BAL wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BAL wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BAL wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match TOR pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match TOR pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match TOR pitching: 7.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match TOR pitching: 3.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=34 matches TOR BF=34.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match BAL pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match BAL pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match BAL pitching: 8.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match BAL pitching: 7.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=37 matches BAL BF=37.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.460 -> 0.500 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.4601, 'sample_size': 537, 'empirical_hit_rate': 0.54, 'empirical_weight': 0.5, 'blended_confidence': 0.50005, 'published_confidence': 0.505, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBALCURRENT_LINEUP_SHAPEBAL current lineup has 9 expected positions.
PASScurrent_payloadcurrentBALCURRENT_MODEL_ZERO_FALLBACKBAL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBALCURRENT_NAMES_PRESENTBAL current hitter names are populated.
PASScurrent_payloadcurrentBALCURRENT_PREDICTIONS_MATCH_FINALIZEDBAL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.505.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.537/0.731.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 8, BAL 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 4 - BAL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BAL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for BAL; cap=0.57, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup.{'applied': True, 'confidence_cap': 0.57, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup'], 'signals': {'predicted_team': 'BAL', 'opponent_team': 'TOR', 'h2h_net_margin': -10, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-21', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'BAL'}, {'date': '2026-09-13', 'predicted_team_runs': 1, 'opponent_runs': 8, 'margin_for_predicted_team': -7, 'winner': 'TOR'}, {'date': '2026-09-12', 'predicted_team_runs': 3, 'opponent_runs': 7, 'margin_for_predicted_team': -4, 'winner': 'TOR'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 4, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260921', 'away': 'TOR', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'BAL', 'actual_margin': 1, 'raw_pick_probability': 0.5052570000000001, 'artifact': '20260921_TOR@BAL.json', 'verification': 'pregame_official_final'}, {'date': '20260913', 'away': 'BAL', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'TOR', 'actual_margin': 7, 'raw_pick_probability': 0.529621, 'artifact': '20260913_BAL@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260912', 'away': 'BAL', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'TOR', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260912_BAL@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260911', 'away': 'BAL', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'BAL', 'actual_margin': 3, 'raw_pick_probability': 0.505, 'artifact': '20260911_BAL@TOR.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'BAL', 'guardrail_opponent_team': 'TOR', 'output_pre_simulation_winner': 'BAL', 'output_opponent_team': 'TOR', 'simulation_score_winner': 'BAL', 'final_score_winner': 'BAL', 'pre_simulation_winner': 'BAL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TOR 4 - 5 BAL', 'winner': 'BAL'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TOR 4 - 5 BAL', 'winner': 'BAL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0618, 'recent_form_edge_home_minus_away': 0.014, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'BAL', 'model_winner': 'BAL', 'simulation_winner': 'BAL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'BAL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'BAL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.077, 'winner': 'BAL', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_TOR@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@BAL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -1.8, 'home_run_delta': -0.0519, 'away_run_delta': 0.0519, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -7.0}, {'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.019711135626987467}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01924440871194041}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.019020526557902075}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.018570152117233833}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.01827554822520005}], 'home_distribution': {'0': 0.051715975310095946, '1': 0.07798689904068565, '2': 0.10549152798020964, '3': 0.12800074930416933, '4': 0.13931774596445773, '5': 0.13601893340409593, '6': 0.11912181142802214, '7': 0.09357982120272393, '8': 0.06594352089316804, '9': 0.04168319981470023, '10': 0.02363463867400586, '11': 0.012020869500518176, '12': 0.005484307483147256}, 'away_distribution': {'0': 0.05362387796355451, '1': 0.08075891581216933, '2': 0.10881591009391336, '3': 0.13117889683531375, '4': 0.14148330846535592, '5': 0.13652622949236148, '6': 0.11786819762214445, '7': 0.09104305992191383, '8': 0.06291681157408341, '9': 0.03890059309204045, '10': 0.021518668570036772, '11': 0.010649868058703613, '12': 0.0047156624984091055}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.0732, 'recent_quality_edge': 0.084, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.077}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TOR 4 - 5 BAL', 'winner': 'BAL'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TOR 4 - 5 BAL', 'winner': 'BAL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0618, 'recent_form_edge_home_minus_away': 0.014, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'BAL', 'model_winner': 'BAL', 'simulation_winner': 'BAL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'BAL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'BAL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.077, 'winner': 'BAL', 'score_reviewed': {'away_runs': 4, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countsimulationBALPITCH_COUNT_PITCHER_MATCHBAL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationBALPITCH_COUNT_TOTAL_MATCHBAL pitch_count_summary total, row sum, and pitching total all match: 149.
PASSpitch_countsimulationTORPITCH_COUNT_PITCHER_MATCHTOR pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTORPITCH_COUNT_TOTAL_MATCHTOR pitch_count_summary total, row sum, and pitching total all match: 138.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 4 - 5 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 4 - 5 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BAL wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=BAL, simulation=BAL, published=BAL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): BAL wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BAL wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BAL wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=35, sim=31; H: current=8, sim=7; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=9, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Colton Cowser: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Gunnar Henderson: 2B current=1 box=0, BB current=1 box=0, SO current=1 box=0; Jeremiah Jackson: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Pete Alonso: AB current=4 box=3, H current=1 box=2, HR current=1 box=0, SO current=1 box=0; Samuel Basallo: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Christian Encarnacion-Strand: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Leody Taveras: H current=1 box=0; Dylan Beavers: AB current=4 box=3, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; 2B: current=1, sim=0; HR: current=1, sim=3; BB: current=3, sim=1; SO: current=6, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Andrés Giménez: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Brett Bateman: AB current=4 box=5, HR current=0 box=1, RBI current=0 box=2, BB current=1 box=0; Vladimir Guerrero Jr.: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Ernie Clement: 2B current=1 box=0, R current=0 box=1, SO current=0 box=2; Alejandro Kirk: H current=1 box=2, HR current=0 box=1, R current=0 box=1, BB current=1 box=0; Kazuma Okamoto: H current=1 box=2, SO current=1 box=0; Myles Straw: AB current=3 box=4; George Springer: H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.5062588966560944.482459105338878Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.505Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by winner_starter_is_below_average, projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment45Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TOR02110000048
BAL20201000057
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTORbatting35910144360000
currentTORpitching725338.0500
currentBALbatting35810144390000
currentBALpitching834179.0400
simulationTORbatting358003441701
simulationTORpitching725338.0534138
simulationBALbatting317102553300
simulationBALpitching834179.0437149
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTORDHAndrés Giménez041000010100.250
currentTORCBrett Bateman041000101100.250
currentTOR1BVladimir Guerrero Jr.041000101100.250
currentTOR2BErnie Clement041100000000.250
currentTOR3BAlejandro Kirk041000011000.250
currentTORSSKazuma Okamoto041001110100.250
currentTORLFNathan Lukes041000000100.250
currentTORCFMyles Straw031000000000.333
currentTORRFGeorge Springer041000110100.250
currentBALDHColton Cowser041000001100.250
currentBALCGunnar Henderson041100101100.250
currentBAL1BJeremiah Jackson041000010100.250
currentBAL2BPete Alonso041001111100.250
currentBAL3BSamuel Basallo041000010100.250
currentBALSSChristian Encarnacion-Strand041000110100.250
currentBALLFLeody Taveras041000000100.250
currentBALCFDylan Beavers041000000100.250
currentBALRFCoby Mayo030000100100.000
simulationTOR1CFBrett Bateman551001120100.200
simulationTOR2SSAndrés Giménez430000001000.000
simulationTOR32BErnie Clement441000100200.250
simulationTOR41BVladimir Guerrero Jr.430000000210.000
simulationTOR5CAlejandro Kirk442001110000.500
simulationTOR63BKazuma Okamoto442001110000.500
simulationTOR7RFNathan Lukes441000000100.250
simulationTOR8CFMyles Straw441000000000.250
simulationTOR9DHGeorge Springer440000000100.000
simulationBAL1CFColton Cowser431001121000.333
simulationBAL2SSGunnar Henderson441000100000.250
simulationBAL32BJeremiah Jackson440000000000.000
simulationBAL41BPete Alonso432000111000.667
simulationBAL5CSamuel Basallo431001121000.333
simulationBAL63BChristian Encarnacion-Strand440000000100.000
simulationBAL7CFLeody Taveras440000000100.000
simulationBAL8LFDylan Beavers330000000100.000
simulationBAL93BCoby Mayo332100100000.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTOR1Max ScherzerStarter5.0655232009.006.071.36
currentTOR2Louis VarlandCloser2.0100000000.001.291.01
currentTOR4Tyler RogersSetup Man1.0000100000.001.801.17
currentBAL1Chris BassittStarter5.0844143007.204.641.55
currentBAL2Andrew KittredgeCloser1.0000000000.003.611.37
currentBAL3Josh WalkerMiddle Reliever (High Leverage)1.0000010000.001.571.12
currentBAL4Rico GarciaSetup Man0.2000010000.002.590.92
currentBAL5Yennier CanoMiddle Reliever (High Leverage)1.1000010000.002.190.91
simulationTOR1Max ScherzerStarter5.065523223939.006.071.36
simulationTOR2Louis VarlandCloser2.01000007280.001.291.01
simulationTOR3Tyler RogersSetup Man1.00001004170.001.801.17
simulationBAL1Chris BassittStarter5.084414325987.204.641.55
simulationBAL2Andrew KittredgeCloser1.00000003130.003.611.37
simulationBAL3Rico GarciaSetup Man0.2000010280.002.590.92
simulationBAL4Yennier CanoMiddle Reliever (High Leverage)1.10000104170.002.190.91
simulationBAL5Josh WalkerMiddle Reliever (High Leverage)1.00000103130.001.571.12
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TORMax ScherzerStarter5.056232393
TORLouis VarlandCloser2.00100728
TORTyler RogersSetup Man1.00010417
BALChris BassittStarter5.048142598
BALAndrew KittredgeCloser1.00000313
BALJosh WalkerMiddle Reliever (High Leverage)1.00001313
BALRico GarciaSetup Man0.2000128
BALYennier CanoMiddle Reliever (High Leverage)1.10001417
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260922_WAS@DET

20260922_WAS@DET.json • 2026-09-22

WAS 3 - DET 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentWASCURRENT_PITCHER_DUPLICATIONWAS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=31, sim=40; H: current=7, sim=10; 2B: current=1, sim=4; 3B: current=0, sim=1; SO: current=8, sim=14).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Gleyber Torres: AB current=4 box=5, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Kevin McGonigle: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=0 box=3; Ben Malgeri: H current=1 box=0, BB current=0 box=2, SO current=1 box=2; Eduardo Valencia: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Javier Báez: AB current=3 box=5, H current=1 box=3, 2B current=0 box=2, 3B current=0 box=1; Spencer Torkelson: AB current=3 box=5, BB current=1 box=0, SO current=1 box=0; Hao-Yu Lee: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, HR current=0 box=1; Max Clark: AB current=3 box=5, H current=1 box=3, 2B current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=7, sim=3; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=3, sim=7; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Dylan Crews: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; CJ Abrams: AB current=4 box=5, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=3; Yohandy Morales: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Daylen Lile: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Nasim Nuñez: AB current=3 box=2, H current=0 box=1, R current=0 box=1, BB current=0 box=2; James Wood: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Andrés Chaparro: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Keibert Ruiz: 2B current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match WAS pitching: 4.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match WAS pitching: 10.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match WAS pitching: 14.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=44 matches WAS BF=44.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match DET pitching: 7.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match DET pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match DET pitching: 9.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=40 matches DET BF=40.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.616 -> 0.592 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.616347, 'sample_size': 393, 'empirical_hit_rate': 0.5674, 'empirical_weight': 0.5, 'blended_confidence': 0.591873, 'published_confidence': 0.570934, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.429.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.571.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.571.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.709/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: WAS 3, DET 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: WAS 3 - DET 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.5709342, 'h2h_net_margin': 7, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260921', 'away': 'WAS', 'home': 'DET', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'DET', 'actual_margin': 7, 'raw_pick_probability': 0.535809, 'artifact': '20260921_WAS@DET.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_WAS@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: WAS@DET.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 1, 'sample_weight': 0.0167, 'home_net_margin': 7.0, 'absolute_net_margin': 7.0, 'home_average_margin': 7.0, 'home_run_delta': 0.0583, 'away_run_delta': -0.0583, 'evidence': [{'game_id': None, 'home_margin': 7.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 3, 'probability': 0.025470097967550422}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.024126602974034805}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.02390978252831813}, {'home_runs': 4, 'away_runs': 2, 'probability': 0.023858124491298892}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.023173075846142116}], 'home_distribution': {'0': 0.058118244752888314, '1': 0.0872600001411821, '2': 0.11650069114566232, '3': 0.13830961328279126, '4': 0.14601141337460236, '5': 0.1370666553731697, '6': 0.11441616809899034, '7': 0.08492851976049325, '8': 0.05605705569211429, '9': 0.03290164292623421, '10': 0.017171785655444628, '11': 0.007969368439503811, '12': 0.0032888413569236268}, 'away_distribution': {'0': 0.08874361652502007, '1': 0.1304409439883232, '2': 0.16339903806073863, '3': 0.17443908923890167, '4': 0.15870729082451926, '5': 0.12305767302666601, '6': 0.08131661118718718, '7': 0.04579400181298885, '8': 0.02197843046858572, '9': 0.008989664958653396, '10': 0.0031336399084159355}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.4554, 'recent_quality_edge': 0.268, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.3898}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'WAS 3 - 4 DET', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'WAS 3 - 4 DET', 'winner': 'DET'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0174, 'recent_form_edge_home_minus_away': 0.618, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'DET', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.3898, 'winner': 'DET', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 185.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 186.
PASSpitch_countsimulationDETPITCH_COUNT_PITCHER_MATCHDET pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationDETPITCH_COUNT_TOTAL_MATCHDET pitch_count_summary total, row sum, and pitching total all match: 186.
PASSpitch_countsimulationWASPITCH_COUNT_PITCHER_MATCHWAS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationWASPITCH_COUNT_TOTAL_MATCHWAS pitch_count_summary total, row sum, and pitching total all match: 185.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: WAS 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: WAS 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 4-3 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=DET, simulation=DET, published=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.571.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): DET wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-3 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match WAS pitching: 4.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match WAS pitching: 10.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match WAS pitching: 14.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=44 matches WAS BF=44.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match DET pitching: 7.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match DET pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match DET pitching: 9.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=40 matches DET BF=40.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.616 -> 0.592 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.616347, 'sample_size': 393, 'empirical_hit_rate': 0.5674, 'empirical_weight': 0.5, 'blended_confidence': 0.591873, 'published_confidence': 0.570934, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.429.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.571.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.571.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.709/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: WAS 3, DET 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: WAS 3 - DET 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.5709342, 'h2h_net_margin': 7, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260921', 'away': 'WAS', 'home': 'DET', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'DET', 'actual_margin': 7, 'raw_pick_probability': 0.535809, 'artifact': '20260921_WAS@DET.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-22.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260922_WAS@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: WAS@DET.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 1, 'sample_weight': 0.0167, 'home_net_margin': 7.0, 'absolute_net_margin': 7.0, 'home_average_margin': 7.0, 'home_run_delta': 0.0583, 'away_run_delta': -0.0583, 'evidence': [{'game_id': None, 'home_margin': 7.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 3, 'probability': 0.025470097967550422}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.024126602974034805}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.02390978252831813}, {'home_runs': 4, 'away_runs': 2, 'probability': 0.023858124491298892}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.023173075846142116}], 'home_distribution': {'0': 0.058118244752888314, '1': 0.0872600001411821, '2': 0.11650069114566232, '3': 0.13830961328279126, '4': 0.14601141337460236, '5': 0.1370666553731697, '6': 0.11441616809899034, '7': 0.08492851976049325, '8': 0.05605705569211429, '9': 0.03290164292623421, '10': 0.017171785655444628, '11': 0.007969368439503811, '12': 0.0032888413569236268}, 'away_distribution': {'0': 0.08874361652502007, '1': 0.1304409439883232, '2': 0.16339903806073863, '3': 0.17443908923890167, '4': 0.15870729082451926, '5': 0.12305767302666601, '6': 0.08131661118718718, '7': 0.04579400181298885, '8': 0.02197843046858572, '9': 0.008989664958653396, '10': 0.0031336399084159355}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.15, 'variance_floor': 2.75, 'roadmap_status': 'implemented_above_requested_1.4x'}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSeason/recent-form quality blend is implemented and its runtime trace passed.{'method': 'season_recent_quality_blend_v2_adaptive', 'recent_window': 10, 'season_quality_edge': 0.4554, 'recent_quality_edge': 0.268, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.3898}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'WAS 3 - 4 DET', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'WAS 3 - 4 DET', 'winner': 'DET'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0174, 'recent_form_edge_home_minus_away': 0.618, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'DET', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.3898, 'winner': 'DET', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 185.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 186.
PASSpitch_countsimulationDETPITCH_COUNT_PITCHER_MATCHDET pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationDETPITCH_COUNT_TOTAL_MATCHDET pitch_count_summary total, row sum, and pitching total all match: 186.
PASSpitch_countsimulationWASPITCH_COUNT_PITCHER_MATCHWAS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationWASPITCH_COUNT_TOTAL_MATCHWAS pitch_count_summary total, row sum, and pitching total all match: 185.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: WAS 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: WAS 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 4-3 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=DET, simulation=DET, published=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.571.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): DET wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-3 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentWASCURRENT_PITCHER_DUPLICATIONWAS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=31, sim=40; H: current=7, sim=10; 2B: current=1, sim=4; 3B: current=0, sim=1; SO: current=8, sim=14).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Gleyber Torres: AB current=4 box=5, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Kevin McGonigle: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=0 box=3; Ben Malgeri: H current=1 box=0, BB current=0 box=2, SO current=1 box=2; Eduardo Valencia: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Javier Báez: AB current=3 box=5, H current=1 box=3, 2B current=0 box=2, 3B current=0 box=1; Spencer Torkelson: AB current=3 box=5, BB current=1 box=0, SO current=1 box=0; Hao-Yu Lee: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, HR current=0 box=1; Max Clark: AB current=3 box=5, H current=1 box=3, 2B current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=7, sim=3; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=3, sim=7; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Dylan Crews: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; CJ Abrams: AB current=4 box=5, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=3; Yohandy Morales: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Daylen Lile: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Nasim Nuñez: AB current=3 box=2, H current=0 box=1, R current=0 box=1, BB current=0 box=2; James Wood: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Andrés Chaparro: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Keibert Ruiz: 2B current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.54304610947007964.502578815622701Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.571Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run)
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team12345678910RH
WAS003000000033
DET0000201010410
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentWASbatting31710144380000
currentWASpitching10144148.0400
currentDETbatting31710144480000
currentDETpitching313799.0300
simulationWASbatting333101337900
simulationWASpitching101441410.0444185
simulationDETbatting40104114441400
simulationDETpitching3137910.0340186
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentWASCFDylan Crews041000000100.250
currentWAS2BCJ Abrams041100111100.250
currentWAS3BJorbit Vivas030000001100.000
currentWASDHYohandy Morales031000100100.333
currentWASLFDaylen Lile041000110100.250
currentWASSSNasim Nuñez030000000100.000
currentWASRFJames Wood041001111100.250
currentWAS1BAndrés Chaparro031000010100.333
currentWASCKeibert Ruiz031000000000.333
currentDETDHGleyber Torres041000111100.250
currentDET3BKevin McGonigle041000111000.250
currentDETRFBen Malgeri031000000100.333
currentDETCEduardo Valencia041001110100.250
currentDETLFJavier Báez031000000100.333
currentDET1BSpencer Torkelson030000001100.000
currentDET2BHao-Yu Lee041100010100.250
currentDETCFMax Clark031000101100.333
currentDETSSJohn Peck030000000100.000
simulationWAS1RFJames Wood540000001100.000
simulationWAS2LFDaylen Lile540000001100.000
simulationWAS3CFDylan Crews540000001000.000
simulationWAS42BCJ Abrams551001130200.200
simulationWAS51BAndrés Chaparro440000000200.000
simulationWAS63BJorbit Vivas430000001100.000
simulationWAS7DHYohandy Morales440000000000.000
simulationWAS8CKeibert Ruiz431100101100.333
simulationWAS9SSNasim Nuñez421000102100.500
simulationDET1DHGleyber Torres551100000200.200
simulationDET22BHao-Yu Lee552001120200.400
simulationDET33BKevin McGonigle540000001300.000
simulationDET4CEduardo Valencia550000000200.000
simulationDET5RFBen Malgeri530000002200.000
simulationDET6CFMax Clark553100110100.600
simulationDET71BSpencer Torkelson550000000000.000
simulationDET8LFJavier Báez553210100000.600
simulationDET9SSJohn Peck431000111200.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentWAS1Riley CornelioStarter4.0522271004.504.221.53
currentWAS2Brad LordSetup Man2.0000120000.003.941.24
currentWAS3Erik TolmanCloser1.1211020006.753.651.38
currentWAS5Luis PeralesMiddle Reliever (High Leverage)0.22111200013.5011.452.55
currentWAS7Jack SinclairReliever0.010001000
currentDET1Drew AndersonStarter5.0333391005.403.621.29
currentDET2Drew SommersMiddle Reliever (High Leverage)1.0000000000.003.001.10
currentDET3Jacob WaguespackMiddle Reliever (High Leverage)1.0000100000.002.470.89
currentDET4Kenley JansenCloser1.2000100000.002.931.05
currentDET5Tyler HoltonSetup Man0.1000200000.002.761.26
simulationWAS1Riley CornelioStarter4.052227119854.504.221.53
simulationWAS2Erik TolmanCloser1.12110206236.753.651.38
simulationWAS3Brad LordSetup Man2.00001207300.003.941.24
simulationWAS4Luis PeralesMiddle Reliever (High Leverage)1.22111208315.4011.452.55
simulationWAS5Jack SinclairReliever1.01000104160.002.351.04
simulationDET1Drew AndersonStarter5.033339121965.403.621.29
simulationDET2Kenley JansenCloser1.20001006350.002.931.05
simulationDET3Tyler HoltonSetup Man1.10002006250.002.761.26
simulationDET4Drew SommersMiddle Reliever (High Leverage)1.00000003130.003.001.10
simulationDET5Jacob WaguespackMiddle Reliever (High Leverage)1.00001004170.002.470.89
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
WASRiley CornelioStarter4.025271985
WASBrad LordSetup Man2.00012730
WASErik TolmanCloser1.11202623
WASLuis PeralesMiddle Reliever (High Leverage)1.21212831
WASJack SinclairReliever1.00101416
DETDrew AndersonStarter5.033392196
DETDrew SommersMiddle Reliever (High Leverage)1.00000313
DETJacob WaguespackMiddle Reliever (High Leverage)1.00010417
DETKenley JansenCloser1.20010635
DETTyler HoltonSetup Man1.10020625
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.