MLB JSON Audit Report

Generated 2026-09-27 22:35:12. 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
2Error
1Warn
1513Pass
111Info

20260927_ARI@SD

20260927_ARI@SD.json • 2026-09-27

ARI 6 - SD 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_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_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-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=38; H: current=8, sim=11; 2B: current=1, sim=3; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=2; SO: current=6, sim=7).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: Lars Nootbaar: AB current=4 box=5, H current=1 box=3, 2B current=0 box=1, HR current=0 box=1; Gabriel Moreno: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=3; Geraldo Perdomo: BB current=1 box=0, SO current=0 box=1, HBP current=0 box=1; Ketel Marte: AB current=4 box=5, RBI current=1 box=0, SO current=0 box=1; Nolan Arenado: 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Tim Tawa: R current=0 box=1, BB current=0 box=1; Corbin Carroll: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, R current=0 box=1; James McCann: 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.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (H: current=7, sim=4; 3B: current=0, sim=3; HR: current=1, sim=0; BB: current=3, sim=4; 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-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Dustin Harris: H current=1 box=2, 3B current=0 box=2, RBI current=1 box=2, SO current=0 box=1; Gavin Sheets: AB current=3 box=4, BB current=1 box=0; Austin Hays: H current=1 box=0, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Ty France: H current=1 box=2, 3B current=0 box=1, RBI current=1 box=2; Sung-Mun Song: H current=1 box=0, BB current=0 box=1; Manny Machado: AB current=4 box=2, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Freddy Fermin: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Jake Cronenworth: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 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.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match SD pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match SD pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match SD pitching: 11.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match SD pitching: 7.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=42 matches SD BF=42.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match ARI pitching: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match ARI pitching: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match ARI pitching: 9.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=35 matches ARI BF=35.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.532 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': 681, 'empirical_hit_rate': 0.5536, 'empirical_weight': 0.5, 'blended_confidence': 0.53185, 'published_confidence': 0.510815, '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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD 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_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]: 0.511.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.511.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.489.
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: 0.731/0.900.
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: ARI 11, SD 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 6 - SD 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ARI; 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': 'ARI', 'opponent_team': 'SD', 'h2h_net_margin': 0, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 7, 'opponent_runs': 10, 'margin_for_predicted_team': -3, 'winner': 'SD'}, {'date': '2026-09-25', 'predicted_team_runs': 11, 'opponent_runs': 4, 'margin_for_predicted_team': 7, 'winner': 'ARI'}, {'date': '2026-08-06', 'predicted_team_runs': 1, 'opponent_runs': 5, 'margin_for_predicted_team': -4, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 10, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 5, 'same_pick_blowout_loss_count': 2, 'prior_predictions': [{'date': '20260926', 'away': 'ARI', 'home': 'SD', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'SD', 'actual_margin': 3, 'raw_pick_probability': 0.5342450000000001, 'artifact': '20260926_ARI@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'ARI', 'home': 'SD', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'ARI', 'actual_margin': 7, 'raw_pick_probability': 0.505263, 'artifact': '20260925_ARI@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260806', 'away': 'SD', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'SD', 'actual_margin': 4, 'raw_pick_probability': 0.672607, 'artifact': '20260806_SD@ARI.json', 'verification': 'pregame_official_final'}, {'date': '20260805', 'away': 'SD', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'ARI', 'actual_margin': 6, 'raw_pick_probability': 0.56, 'artifact': '20260805_SD@ARI.json', 'verification': 'pregame_official_final'}, {'date': '20260804', 'away': 'SD', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'SD', 'actual_margin': 5, 'raw_pick_probability': 0.54, 'artifact': '20260804_SD@ARI.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'ARI', 'guardrail_opponent_team': 'SD', 'output_pre_simulation_winner': 'ARI', 'output_opponent_team': 'SD', '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': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'ARI 6 - 4 SD', 'winner': 'ARI'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'ARI 6 - 4 SD', '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': -0.0503, 'recent_form_edge_home_minus_away': 0.37, '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': 4, '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': 4, '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': 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': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': -0.218, 'winner': 'ARI', 'score_reviewed': {'away_runs': 6, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_ARI@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@SD.
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': -1.0, 'absolute_net_margin': 1.0, 'home_average_margin': -0.2, 'home_run_delta': -0.0058, 'away_run_delta': 0.0058, 'evidence': [{'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -7.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': -6.0}, {'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': 4, 'away_runs': 4, 'probability': 0.018788937777961208}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.01841548708876178}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.018213197731838507}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.017851190505785593}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.017438993284560795}], 'home_distribution': {'0': 0.05438607200724093, '1': 0.08045611194386895, '2': 0.10708620943737558, '3': 0.1282363674218316, '4': 0.13816308596745053, '5': 0.13392942345670128, '6': 0.11680545626580846, '7': 0.09165442088787944, '8': 0.06470634392801054, '9': 0.04110015525706945, '10': 0.023487847564154972, '11': 0.012076640365850828, '12': 0.005586659518557123, '13': 0.0023252059782004238}, 'away_distribution': {'0': 0.052490155300874176, '1': 0.07774674338896906, '2': 0.10386176863950734, '3': 0.12514064220362323, '4': 0.13599101124874732, '5': 0.1332880411566678, '6': 0.11782605200179402, '7': 0.09394217800686316, '8': 0.06755369085737498, '9': 0.04381337387829081, '10': 0.025629106835708328, '11': 0.013521641075198397, '12': 0.006434199078549912, '13': 0.002761396327831488}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 0.1739, 'recent_quality_edge': 0.3, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.218}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'ARI 6 - 4 SD', 'winner': 'ARI'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'ARI 6 - 4 SD', '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': -0.0503, 'recent_form_edge_home_minus_away': 0.37, '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': 4, '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': 4, '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': 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': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': -0.218, 'winner': 'ARI', 'score_reviewed': {'away_runs': 6, '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: 155.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
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: 155.
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: 161.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD 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_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD 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_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 6 - 4 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 6 - 4 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ARI, simulation=ARI, published=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.511.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
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 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 6-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-4, final 6-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 6-4.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 8/10 = 0.800.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match SD pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match SD pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match SD pitching: 11.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match SD pitching: 7.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=42 matches SD BF=42.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match ARI pitching: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match ARI pitching: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match ARI pitching: 9.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=35 matches ARI BF=35.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.532 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': 681, 'empirical_hit_rate': 0.5536, 'empirical_weight': 0.5, 'blended_confidence': 0.53185, 'published_confidence': 0.510815, '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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD 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_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]: 0.511.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.511.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.489.
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: 0.731/0.900.
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: ARI 11, SD 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 6 - SD 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ARI; 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': 'ARI', 'opponent_team': 'SD', 'h2h_net_margin': 0, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 7, 'opponent_runs': 10, 'margin_for_predicted_team': -3, 'winner': 'SD'}, {'date': '2026-09-25', 'predicted_team_runs': 11, 'opponent_runs': 4, 'margin_for_predicted_team': 7, 'winner': 'ARI'}, {'date': '2026-08-06', 'predicted_team_runs': 1, 'opponent_runs': 5, 'margin_for_predicted_team': -4, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 10, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 5, 'same_pick_blowout_loss_count': 2, 'prior_predictions': [{'date': '20260926', 'away': 'ARI', 'home': 'SD', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'SD', 'actual_margin': 3, 'raw_pick_probability': 0.5342450000000001, 'artifact': '20260926_ARI@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'ARI', 'home': 'SD', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'ARI', 'actual_margin': 7, 'raw_pick_probability': 0.505263, 'artifact': '20260925_ARI@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260806', 'away': 'SD', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'SD', 'actual_margin': 4, 'raw_pick_probability': 0.672607, 'artifact': '20260806_SD@ARI.json', 'verification': 'pregame_official_final'}, {'date': '20260805', 'away': 'SD', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'ARI', 'actual_margin': 6, 'raw_pick_probability': 0.56, 'artifact': '20260805_SD@ARI.json', 'verification': 'pregame_official_final'}, {'date': '20260804', 'away': 'SD', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'SD', 'actual_margin': 5, 'raw_pick_probability': 0.54, 'artifact': '20260804_SD@ARI.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'ARI', 'guardrail_opponent_team': 'SD', 'output_pre_simulation_winner': 'ARI', 'output_opponent_team': 'SD', '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': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'ARI 6 - 4 SD', 'winner': 'ARI'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'ARI 6 - 4 SD', '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': -0.0503, 'recent_form_edge_home_minus_away': 0.37, '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': 4, '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': 4, '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': 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': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': -0.218, 'winner': 'ARI', 'score_reviewed': {'away_runs': 6, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_ARI@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@SD.
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': -1.0, 'absolute_net_margin': 1.0, 'home_average_margin': -0.2, 'home_run_delta': -0.0058, 'away_run_delta': 0.0058, 'evidence': [{'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -7.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': -6.0}, {'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': 4, 'away_runs': 4, 'probability': 0.018788937777961208}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.01841548708876178}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.018213197731838507}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.017851190505785593}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.017438993284560795}], 'home_distribution': {'0': 0.05438607200724093, '1': 0.08045611194386895, '2': 0.10708620943737558, '3': 0.1282363674218316, '4': 0.13816308596745053, '5': 0.13392942345670128, '6': 0.11680545626580846, '7': 0.09165442088787944, '8': 0.06470634392801054, '9': 0.04110015525706945, '10': 0.023487847564154972, '11': 0.012076640365850828, '12': 0.005586659518557123, '13': 0.0023252059782004238}, 'away_distribution': {'0': 0.052490155300874176, '1': 0.07774674338896906, '2': 0.10386176863950734, '3': 0.12514064220362323, '4': 0.13599101124874732, '5': 0.1332880411566678, '6': 0.11782605200179402, '7': 0.09394217800686316, '8': 0.06755369085737498, '9': 0.04381337387829081, '10': 0.025629106835708328, '11': 0.013521641075198397, '12': 0.006434199078549912, '13': 0.002761396327831488}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 0.1739, 'recent_quality_edge': 0.3, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.218}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'ARI 6 - 4 SD', 'winner': 'ARI'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'ARI 6 - 4 SD', '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': -0.0503, 'recent_form_edge_home_minus_away': 0.37, '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': 4, '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': 4, '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': 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': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': -0.218, 'winner': 'ARI', 'score_reviewed': {'away_runs': 6, '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: 155.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
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: 155.
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: 161.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD 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_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD 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_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 6 - 4 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 6 - 4 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ARI, simulation=ARI, published=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.511.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
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 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 6-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-4, final 6-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 6-4.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 8/10 = 0.800.
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_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-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=38; H: current=8, sim=11; 2B: current=1, sim=3; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=2; SO: current=6, sim=7).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: Lars Nootbaar: AB current=4 box=5, H current=1 box=3, 2B current=0 box=1, HR current=0 box=1; Gabriel Moreno: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=3; Geraldo Perdomo: BB current=1 box=0, SO current=0 box=1, HBP current=0 box=1; Ketel Marte: AB current=4 box=5, RBI current=1 box=0, SO current=0 box=1; Nolan Arenado: 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Tim Tawa: R current=0 box=1, BB current=0 box=1; Corbin Carroll: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, R current=0 box=1; James McCann: 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.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (H: current=7, sim=4; 3B: current=0, sim=3; HR: current=1, sim=0; BB: current=3, sim=4; 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-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Dustin Harris: H current=1 box=2, 3B current=0 box=2, RBI current=1 box=2, SO current=0 box=1; Gavin Sheets: AB current=3 box=4, BB current=1 box=0; Austin Hays: H current=1 box=0, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Ty France: H current=1 box=2, 3B current=0 box=1, RBI current=1 box=2; Sung-Mun Song: H current=1 box=0, BB current=0 box=1; Manny Machado: AB current=4 box=2, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Freddy Fermin: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Jake Cronenworth: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 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_ml4.373464583045913.560109137438682Base ML historical model prediction
variance_applied44Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.511Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment64Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review64Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target64Capped at max 12 realistic runs
simulation_result64Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ARI100000302611
SD10100101044
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentARIbatting33810145360000
currentARIpitching404499.0400
currentSDbatting31710144380000
currentSDpitching1126279.0600
simulationARIbatting3811302662702
simulationARIpitching404499.0435155
simulationSDbatting314130444900
simulationSDpitching1126279.0642161
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentARILFLars Nootbaar041000101100.250
currentARIDHGabriel Moreno041000110000.250
currentARISSGeraldo Perdomo041000101000.250
currentARI2BKetel Marte041000110000.250
currentARI3BNolan Arenado041001110100.250
currentARICFTim Tawa031000000100.333
currentARIRFCorbin Carroll041100001100.250
currentARICJames McCann031000010100.333
currentARI1BPavin Smith030000000100.000
currentSDRFDustin Harris041000110000.250
currentSDDHGavin Sheets030000001100.000
currentSDLFAustin Hays031000010100.333
currentSD1BTy France041100110100.250
currentSDSSSung-Mun Song031000000100.333
currentSD3BManny Machado041001111100.250
currentSDCFreddy Fermin031000000100.333
currentSD2BJake Cronenworth041000101100.250
currentSDCFJase Bowen030000000100.000
simulationARI1LFLars Nootbaar553101130000.600
simulationARI22BKetel Marte551000100100.200
simulationARI3DHGabriel Moreno542101131100.500
simulationARI4SSGeraldo Perdomo541000100110.250
simulationARI5RFCorbin Carroll552000100100.400
simulationARI63BNolan Arenado541100000010.250
simulationARI71BPavin Smith440000000100.000
simulationARI8CJames McCann440000000100.000
simulationARI9CFTim Tawa431000101100.333
simulationSD1RFDustin Harris442020120100.500
simulationSD23BManny Machado420000102000.000
simulationSD31BTy France442110120100.500
simulationSD4DHGavin Sheets440000000100.000
simulationSD5LFAustin Hays430000101100.000
simulationSD62BJake Cronenworth440000000200.000
simulationSD7CFreddy Fermin440000000000.000
simulationSD8SSSung-Mun Song430000001100.000
simulationSD9CFJase Bowen330000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentARI1Michael SorokaStarter5.1333350005.063.311.09
currentARI2Brandyn GarciaCloser1.1000010000.001.740.68
currentARI3Jonathan LoáisigaMiddle Reliever (High Leverage)1.1000020000.002.801.11
currentARI4Juan MorilloSetup Man1.0111110009.002.540.98
currentSD1Randy VásquezStarter5.0511130001.804.011.30
currentSD2Bradgley RodriguezMiddle Reliever (High Leverage)1.23220100010.801.700.97
currentSD3Adrian MorejonSetup Man1.0100010000.002.831.08
currentSD4Mason MillerCloser1.12331220020.251.670.90
simulationARI1Michael SorokaStarter5.1333350221005.063.311.09
simulationARI2Brandyn GarciaCloser1.10000104180.001.740.68
simulationARI3Juan MorilloSetup Man1.01111105209.002.540.98
simulationARI4Jonathan LoáisigaMiddle Reliever (High Leverage)1.10000204170.002.801.11
simulationSD1Randy VásquezStarter5.051113023881.804.011.30
simulationSD2Mason MillerCloser1.123312272720.251.670.90
simulationSD3Adrian MorejonSetup Man1.01000104160.002.831.08
simulationSD4Bradgley RodriguezMiddle Reliever (High Leverage)1.232201083010.801.700.97
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ARIMichael SorokaStarter5.1333522100
ARIBrandyn GarciaCloser1.10001418
ARIJonathan LoáisigaMiddle Reliever (High Leverage)1.10002417
ARIJuan MorilloSetup Man1.01111520
SDRandy VásquezStarter5.015132388
SDBradgley RodriguezMiddle Reliever (High Leverage)1.22301830
SDAdrian MorejonSetup Man1.00101416
SDMason MillerCloser1.13212727
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.

20260927_ATL@MIA

20260927_ATL@MIA.json • 2026-09-27

ATL 4 - MIA 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_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_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-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=30, sim=34; H: current=8, sim=7; 2B: current=1, sim=3; HR: current=1, sim=2; R: current=6, sim=4; BB: current=3, sim=1; 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-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Austin Riley: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Mike Yastrzemski: AB current=3 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Matt Olson: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Mauricio Dubón: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Sean Murphy: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Ozzie Albies: H current=1 box=2, 2B current=0 box=1; Ha-Seong Kim: H current=1 box=0, BB current=0 box=1; Brewer Hicklen: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R 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-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=7, sim=10; 3B: current=0, sim=1; RBI: current=4, sim=5; R: current=3, sim=5; BB: current=3, sim=2; SO: current=8, sim=6).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: Javier Sanoja: H current=1 box=2, 3B current=0 box=1, R current=0 box=1; Graham Pauley: AB current=3 box=4, RBI current=1 box=0, SO current=1 box=2; Esteury Ruiz: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Deyvison De Los Santos: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Jared Serna: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=2; Agustín Ramírez: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Heriberto Hernández: AB current=4 box=3, H current=1 box=2, R current=0 box=1, SO current=1 box=0; Griffin Conine: H current=1 box=2, HR current=1 box=0, BB current=1 box=0, 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.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match MIA pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match MIA pitching: 2.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match MIA pitching: 7.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match MIA pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=35 matches MIA BF=35.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match ATL pitching: 2.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match ATL pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match ATL pitching: 10.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match ATL pitching: 6.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=36 matches ATL BF=36.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.535 -> 0.539 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.534653, 'sample_size': 575, 'empirical_hit_rate': 0.5443, 'empirical_weight': 0.5, 'blended_confidence': 0.539476, 'published_confidence': 0.505, '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.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA 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_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]: 0.495.
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: 0.554/0.749.
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: ATL 7, MIA 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 4 - MIA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIA; 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; 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', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'MIA', 'opponent_team': 'ATL', 'h2h_net_margin': -10, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 3, 'opponent_runs': 8, 'margin_for_predicted_team': -5, 'winner': 'ATL'}, {'date': '2026-09-25', 'predicted_team_runs': 3, 'opponent_runs': 0, 'margin_for_predicted_team': 3, 'winner': 'MIA'}, {'date': '2026-08-06', 'predicted_team_runs': 3, 'opponent_runs': 11, 'margin_for_predicted_team': -8, 'winner': 'ATL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'ATL', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 5, 'raw_pick_probability': 0.53, 'artifact': '20260926_ATL@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'ATL', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'MIA', 'actual_margin': 3, 'raw_pick_probability': 0.534431, 'artifact': '20260925_ATL@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260806', 'away': 'MIA', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 8, 'raw_pick_probability': 0.58, 'artifact': '20260806_MIA@ATL.json', 'verification': 'pregame_official_final'}, {'date': '20260805', 'away': 'MIA', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 3, 'raw_pick_probability': 0.53, 'artifact': '20260805_MIA@ATL.json', 'verification': 'pregame_official_final'}, {'date': '20260804', 'away': 'MIA', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 2, 'raw_pick_probability': 0.66, 'artifact': '20260804_MIA@ATL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIA', 'guardrail_opponent_team': 'ATL', 'output_pre_simulation_winner': 'MIA', 'output_opponent_team': 'ATL', 'simulation_score_winner': 'MIA', 'final_score_winner': 'MIA', 'pre_simulation_winner': 'MIA', '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': 5, 'score_text': 'ATL 4 - 5 MIA', 'winner': 'MIA'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'ATL 4 - 5 MIA', 'winner': 'MIA'}, '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': 0.068, 'recent_form_edge_home_minus_away': -0.454, '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': 'MIA', 'model_winner': 'MIA', 'simulation_winner': 'MIA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'MIA', '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': 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': -0.6486, 'winner': 'MIA', '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_ATL@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@MIA.
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': -5.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -8.0}, {'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': 0.01879252567582952}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01834968276533369}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.018286738419500903}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01785581430611345}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.01739032430162938}], 'home_distribution': {'0': 0.05313747959369345, '1': 0.07867257179407998, '2': 0.10496656774399866, '3': 0.12620713232480718, '4': 0.1367483371335385, '5': 0.13352588408670993, '6': 0.11749357633285612, '7': 0.09316827130280064, '8': 0.06657745726759093, '9': 0.04287376514288838, '10': 0.024880625691614474, '11': 0.013011765379481434, '12': 0.006132201298568239, '13': 0.0026043649073721918}, 'away_distribution': {'0': 0.053727296411862344, '1': 0.07951545921622881, '2': 0.10596971948049938, '3': 0.12717027984513807, '4': 0.13742416229513713, '5': 0.1337254902166993, '6': 0.11717606999664779, '7': 0.09245646539383538, '8': 0.06569151438506744, '9': 0.04202956452056519, '10': 0.02421442360407214, '11': 0.012562237796326496, '12': 0.005868586545242527, '13': 0.0024687302926780855}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -0.8665, 'recent_quality_edge': -0.244, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.6486}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'ATL 4 - 5 MIA', 'winner': 'MIA'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'ATL 4 - 5 MIA', 'winner': 'MIA'}, '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': 0.068, 'recent_form_edge_home_minus_away': -0.454, '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': 'MIA', 'model_winner': 'MIA', 'simulation_winner': 'MIA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'MIA', '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': 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': -0.6486, 'winner': 'MIA', '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: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 133.
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: 149.
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: 133.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 4 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 4 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIA, simulation=MIA, published=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): MIA wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA 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: MIA wins 5-4.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match MIA pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match MIA pitching: 2.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match MIA pitching: 7.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match MIA pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=35 matches MIA BF=35.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match ATL pitching: 2.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match ATL pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match ATL pitching: 10.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match ATL pitching: 6.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=36 matches ATL BF=36.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.535 -> 0.539 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.534653, 'sample_size': 575, 'empirical_hit_rate': 0.5443, 'empirical_weight': 0.5, 'blended_confidence': 0.539476, 'published_confidence': 0.505, '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.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA 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_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]: 0.495.
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: 0.554/0.749.
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: ATL 7, MIA 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 4 - MIA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIA; 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; 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', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'MIA', 'opponent_team': 'ATL', 'h2h_net_margin': -10, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 3, 'opponent_runs': 8, 'margin_for_predicted_team': -5, 'winner': 'ATL'}, {'date': '2026-09-25', 'predicted_team_runs': 3, 'opponent_runs': 0, 'margin_for_predicted_team': 3, 'winner': 'MIA'}, {'date': '2026-08-06', 'predicted_team_runs': 3, 'opponent_runs': 11, 'margin_for_predicted_team': -8, 'winner': 'ATL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'ATL', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 5, 'raw_pick_probability': 0.53, 'artifact': '20260926_ATL@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'ATL', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'MIA', 'actual_margin': 3, 'raw_pick_probability': 0.534431, 'artifact': '20260925_ATL@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260806', 'away': 'MIA', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 8, 'raw_pick_probability': 0.58, 'artifact': '20260806_MIA@ATL.json', 'verification': 'pregame_official_final'}, {'date': '20260805', 'away': 'MIA', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 3, 'raw_pick_probability': 0.53, 'artifact': '20260805_MIA@ATL.json', 'verification': 'pregame_official_final'}, {'date': '20260804', 'away': 'MIA', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 2, 'raw_pick_probability': 0.66, 'artifact': '20260804_MIA@ATL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIA', 'guardrail_opponent_team': 'ATL', 'output_pre_simulation_winner': 'MIA', 'output_opponent_team': 'ATL', 'simulation_score_winner': 'MIA', 'final_score_winner': 'MIA', 'pre_simulation_winner': 'MIA', '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': 5, 'score_text': 'ATL 4 - 5 MIA', 'winner': 'MIA'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'ATL 4 - 5 MIA', 'winner': 'MIA'}, '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': 0.068, 'recent_form_edge_home_minus_away': -0.454, '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': 'MIA', 'model_winner': 'MIA', 'simulation_winner': 'MIA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'MIA', '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': 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': -0.6486, 'winner': 'MIA', '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_ATL@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@MIA.
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': -5.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -8.0}, {'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': 0.01879252567582952}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01834968276533369}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.018286738419500903}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01785581430611345}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.01739032430162938}], 'home_distribution': {'0': 0.05313747959369345, '1': 0.07867257179407998, '2': 0.10496656774399866, '3': 0.12620713232480718, '4': 0.1367483371335385, '5': 0.13352588408670993, '6': 0.11749357633285612, '7': 0.09316827130280064, '8': 0.06657745726759093, '9': 0.04287376514288838, '10': 0.024880625691614474, '11': 0.013011765379481434, '12': 0.006132201298568239, '13': 0.0026043649073721918}, 'away_distribution': {'0': 0.053727296411862344, '1': 0.07951545921622881, '2': 0.10596971948049938, '3': 0.12717027984513807, '4': 0.13742416229513713, '5': 0.1337254902166993, '6': 0.11717606999664779, '7': 0.09245646539383538, '8': 0.06569151438506744, '9': 0.04202956452056519, '10': 0.02421442360407214, '11': 0.012562237796326496, '12': 0.005868586545242527, '13': 0.0024687302926780855}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -0.8665, 'recent_quality_edge': -0.244, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.6486}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'ATL 4 - 5 MIA', 'winner': 'MIA'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'ATL 4 - 5 MIA', 'winner': 'MIA'}, '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': 0.068, 'recent_form_edge_home_minus_away': -0.454, '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': 'MIA', 'model_winner': 'MIA', 'simulation_winner': 'MIA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'MIA', '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': 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': -0.6486, 'winner': 'MIA', '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: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 133.
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: 149.
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: 133.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 4 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 4 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIA, simulation=MIA, published=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): MIA wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA 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: MIA wins 5-4.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 5/10 = 0.500.
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_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-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=30, sim=34; H: current=8, sim=7; 2B: current=1, sim=3; HR: current=1, sim=2; R: current=6, sim=4; BB: current=3, sim=1; 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-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Austin Riley: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Mike Yastrzemski: AB current=3 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Matt Olson: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Mauricio Dubón: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Sean Murphy: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Ozzie Albies: H current=1 box=2, 2B current=0 box=1; Ha-Seong Kim: H current=1 box=0, BB current=0 box=1; Brewer Hicklen: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R 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-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=7, sim=10; 3B: current=0, sim=1; RBI: current=4, sim=5; R: current=3, sim=5; BB: current=3, sim=2; SO: current=8, sim=6).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: Javier Sanoja: H current=1 box=2, 3B current=0 box=1, R current=0 box=1; Graham Pauley: AB current=3 box=4, RBI current=1 box=0, SO current=1 box=2; Esteury Ruiz: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Deyvison De Los Santos: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Jared Serna: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=2; Agustín Ramírez: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Heriberto Hernández: AB current=4 box=3, H current=1 box=2, R current=0 box=1, SO current=1 box=0; Griffin Conine: H current=1 box=2, HR current=1 box=0, BB current=1 box=0, 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_ml4.3455315597416414.250665726347227Base ML historical model prediction
variance_applied44Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.505Enhanced 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
ATL10101010047
MIA010020020510
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentATLbatting30810146370000
currentATLpitching1015268.0500
currentMIAbatting31710143380000
currentMIApitching724169.0400
simulationATLbatting347302441600
simulationATLpitching1015268.0536149
simulationMIAbatting3410111552600
simulationMIApitching724169.0435133
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentATL3BAustin Riley041000110100.250
currentATLDHMike Yastrzemski031000001100.333
currentATL1BMatt Olson041001111100.250
currentATLLFMauricio Dubón041100110000.250
currentATLCSean Murphy031000000100.333
currentATL2BOzzie Albies041000110100.250
currentATLSSHa-Seong Kim031000000100.333
currentATLRFBrewer Hicklen031000001100.333
currentATLCFDaShawn Keirsey Jr.020000200000.000
currentMIASSJavier Sanoja041100010000.250
currentMIA3BGraham Pauley031000010100.333
currentMIACFEsteury Ruiz031000000100.333
currentMIA1BDeyvison De Los Santos031000000100.333
currentMIA2BJared Serna030000000100.000
currentMIADHAgustín Ramírez041000101100.250
currentMIALFHeriberto Hernández041000011100.250
currentMIARFGriffin Conine041001111100.250
currentMIACBrian Navarreto030000100100.000
simulationATL1LFMauricio Dubón440000000000.000
simulationATL22BOzzie Albies442100110100.500
simulationATL31BMatt Olson440000000100.000
simulationATL43BAustin Riley442100000000.500
simulationATL5DHMike Yastrzemski440000000200.000
simulationATL6CSean Murphy441100110000.250
simulationATL7SSHa-Seong Kim430000001100.000
simulationATL8RFBrewer Hicklen441001110100.250
simulationATL9CFDaShawn Keirsey Jr.331001110000.333
simulationMIA1RFGriffin Conine442000110000.500
simulationMIA2SSJavier Sanoja442110110000.500
simulationMIA3LFHeriberto Hernández432000111000.667
simulationMIA4DHAgustín Ramírez440000000100.000
simulationMIA53BGraham Pauley441000000200.250
simulationMIA6CFEsteury Ruiz430000001000.000
simulationMIA71BDeyvison De Los Santos442000100100.500
simulationMIA82BJared Serna441001120100.250
simulationMIA9CBrian Navarreto440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentATL1JR RitchieStarter4.2633240005.794.791.46
currentATL2Didier FuentesMiddle Reliever (High Leverage)1.22220110010.802.481.10
currentATL4Raisel IglesiasCloser1.0000010000.002.551.08
currentATL5Dylan LeeSetup Man0.2200000000.002.820.91
currentMIA1Janson JunkStarter4.2333032005.794.311.31
currentMIA2Victor VodnikMiddle Reliever (High Leverage)1.1100000000.004.451.50
currentMIA3Calvin FaucherCloser1.0000010000.003.341.29
currentMIA4Josh EknessMiddle Reliever (High Leverage)1.0100110000.002.431.38
currentMIA5Michael PetersenSetup Man1.0211010009.003.081.13
simulationATL1JR RitchieStarter4.263324022955.794.791.46
simulationATL2Raisel IglesiasCloser1.00000103130.002.551.08
simulationATL3Dylan LeeSetup Man0.22000004140.002.820.91
simulationATL4Didier FuentesMiddle Reliever (High Leverage)1.222201172710.802.481.10
simulationMIA1Janson JunkStarter4.233303217685.794.311.31
simulationMIA2Calvin FaucherCloser1.00000103130.003.341.29
simulationMIA3Michael PetersenSetup Man1.02110105199.003.081.13
simulationMIA4Victor VodnikMiddle Reliever (High Leverage)1.11000005130.004.451.50
simulationMIA5Josh EknessMiddle Reliever (High Leverage)1.01001105200.002.431.38
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ATLJR RitchieStarter4.236242295
ATLDidier FuentesMiddle Reliever (High Leverage)1.22201727
ATLRaisel IglesiasCloser1.00001313
ATLDylan LeeSetup Man0.20200414
MIAJanson JunkStarter4.233031768
MIAVictor VodnikMiddle Reliever (High Leverage)1.10100513
MIACalvin FaucherCloser1.00001313
MIAJosh EknessMiddle Reliever (High Leverage)1.00111520
MIAMichael PetersenSetup Man1.01201519
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_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.

20260927_BAL@NYY

20260927_BAL@NYY.json • 2026-09-27

BAL 5 - NYY 6
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_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_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=38; H: current=7, sim=11; HR: current=1, sim=0; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=1; 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-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Coby Mayo: AB current=4 box=5, H current=1 box=3, 2B current=0 box=1, RBI current=1 box=2; Pete Alonso: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Colton Cowser: AB current=3 box=4, H current=1 box=0; Dylan Beavers: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Gunnar Henderson: H current=1 box=2, RBI current=0 box=2, SO current=1 box=0; Heston Kjerstad: AB current=3 box=4, H current=0 box=1; Jeremiah Jackson: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Christian Encarnacion-Strand: RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=27; H: current=8, sim=3; HR: current=2, sim=0; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=5; SO: current=9, sim=6).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: Luis García Jr.: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cody Bellinger: 2B current=1 box=0, RBI current=1 box=3, BB current=1 box=0, SO current=1 box=2; Spencer Jones: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Ben Rice: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, SO current=1 box=0; Heliot Ramos: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; George Lombard Jr.: SO current=1 box=0; Jazz Chisholm Jr.: AB current=3 box=2, H current=1 box=0, SO current=1 box=0; Austin Wells: 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.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match NYY pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match NYY pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match NYY pitching: 11.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match NYY pitching: 10.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=40 matches NYY BF=40.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match BAL pitching: 5.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match BAL pitching: 0.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match BAL pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match BAL pitching: 6.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=32 matches BAL BF=32.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.589 -> 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': 0.589259, 'sample_size': 800, 'empirical_hit_rate': 0.5575, 'empirical_weight': 0.5, 'blended_confidence': 0.57338, 'published_confidence': 0.519546, '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-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY 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_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.
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]: 0.480.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.520.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.520.
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: 0.503/0.690.
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: BAL 11, NYY 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 5 - NYY 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'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', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', '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': 'BAL', 'opponent_team': 'NYY', 'h2h_net_margin': 0, 'opponent_breakout': False, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-25', 'predicted_team_runs': 3, 'opponent_runs': 6, 'margin_for_predicted_team': -3, 'winner': 'NYY'}, {'date': '2026-09-25', 'predicted_team_runs': 10, 'opponent_runs': 2, 'margin_for_predicted_team': 8, 'winner': 'BAL'}, {'date': '2026-08-20', 'predicted_team_runs': 1, 'opponent_runs': 6, 'margin_for_predicted_team': -5, 'winner': 'NYY'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260925', 'away': 'BAL', 'home': 'NYY', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'BAL', 'actual_margin': 8, 'raw_pick_probability': 0.505, 'artifact': '20260925_BAL@NYY.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'BAL', 'home': 'NYY', 'game_number': 2, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 3, 'raw_pick_probability': 0.511579, 'artifact': '20260925_BAL@NYY_2.json', 'verification': 'pregame_official_final'}, {'date': '20260820', 'away': 'NYY', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 5, 'raw_pick_probability': 0.51, 'artifact': '20260820_NYY@BAL.json', 'verification': 'pregame_official_final'}, {'date': '20260819', 'away': 'NYY', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 2, 'raw_pick_probability': 0.5195719999999999, 'artifact': '20260819_NYY@BAL.json', 'verification': 'pregame_official_final'}, {'date': '20260818', 'away': 'NYY', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'BAL', 'actual_winner': 'NYY', 'actual_margin': 2, 'raw_pick_probability': 0.51, 'artifact': '20260818_NYY@BAL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'BAL', 'guardrail_opponent_team': 'NYY', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'BAL', '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': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'BAL 5 - 6 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'BAL 5 - 6 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': 0.0053, 'recent_form_edge_home_minus_away': -0.026, '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': 5, 'home_runs': 6, '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': 6, 'published_winner': 'NYY', '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': 5, 'home_runs': 6}, 'simulation_score': {'away_runs': 5, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.6441, 'winner': 'NYY', 'score_reviewed': {'away_runs': 5, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_BAL@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@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': 4.0, 'absolute_net_margin': 4.0, 'home_average_margin': 0.8, 'home_run_delta': 0.0231, 'away_run_delta': -0.0231, 'evidence': [{'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -8.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': 2.0}, {'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': 5, 'away_runs': 5, 'probability': 0.015560277883316964}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.015443206829582884}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.015434788380284632}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.01531866147346507}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.01444130257049305}], 'home_distribution': {'0': 0.03605963134948096, '1': 0.05397537039259128, '2': 0.0744181960430895, '3': 0.09450870301584419, '4': 0.11055378763425736, '5': 0.11911997884159857, '6': 0.11822375439442986, '7': 0.1080771899877771, '8': 0.09100651840925159, '9': 0.07058625062851821, '10': 0.05042859701007403, '11': 0.033185075927962944, '12': 0.020114901199286897, '13': 0.011230579071376751, '14': 0.005775579340823469, '15': 0.0027358867536375576}, 'away_distribution': {'0': 0.04756980749794565, '1': 0.07067979213789004, '2': 0.09531194522220308, '3': 0.11665076803567553, '4': 0.12957346475698467, '5': 0.1306269362590171, '6': 0.11951918140694263, '7': 0.09925003734542122, '8': 0.07480178258947993, '9': 0.05116599407432596, '10': 0.03176428504910764, '11': 0.017897194300115014, '12': 0.009152063426141131, '13': 0.004247577281823058, '14': 0.0017891706169271995}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 1.118, 'recent_quality_edge': -0.236, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.6441}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'BAL 5 - 6 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'BAL 5 - 6 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': 0.0053, 'recent_form_edge_home_minus_away': -0.026, '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': 5, 'home_runs': 6, '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': 6, 'published_winner': 'NYY', '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': 5, 'home_runs': 6}, 'simulation_score': {'away_runs': 5, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.6441, 'winner': 'NYY', 'score_reviewed': {'away_runs': 5, '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: 133.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 133.
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: 165.
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.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL 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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BAL 5 - 6 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 5 - 6 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 6-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.520.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): NYY wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 5-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-6, final 5-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 6-5.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match NYY pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match NYY pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match NYY pitching: 11.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match NYY pitching: 10.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=40 matches NYY BF=40.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match BAL pitching: 5.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match BAL pitching: 0.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match BAL pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match BAL pitching: 6.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=32 matches BAL BF=32.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.589 -> 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': 0.589259, 'sample_size': 800, 'empirical_hit_rate': 0.5575, 'empirical_weight': 0.5, 'blended_confidence': 0.57338, 'published_confidence': 0.519546, '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-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY 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_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.
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]: 0.480.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.520.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.520.
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: 0.503/0.690.
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: BAL 11, NYY 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 5 - NYY 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'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', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', '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': 'BAL', 'opponent_team': 'NYY', 'h2h_net_margin': 0, 'opponent_breakout': False, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-25', 'predicted_team_runs': 3, 'opponent_runs': 6, 'margin_for_predicted_team': -3, 'winner': 'NYY'}, {'date': '2026-09-25', 'predicted_team_runs': 10, 'opponent_runs': 2, 'margin_for_predicted_team': 8, 'winner': 'BAL'}, {'date': '2026-08-20', 'predicted_team_runs': 1, 'opponent_runs': 6, 'margin_for_predicted_team': -5, 'winner': 'NYY'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260925', 'away': 'BAL', 'home': 'NYY', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'BAL', 'actual_margin': 8, 'raw_pick_probability': 0.505, 'artifact': '20260925_BAL@NYY.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'BAL', 'home': 'NYY', 'game_number': 2, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 3, 'raw_pick_probability': 0.511579, 'artifact': '20260925_BAL@NYY_2.json', 'verification': 'pregame_official_final'}, {'date': '20260820', 'away': 'NYY', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 5, 'raw_pick_probability': 0.51, 'artifact': '20260820_NYY@BAL.json', 'verification': 'pregame_official_final'}, {'date': '20260819', 'away': 'NYY', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 2, 'raw_pick_probability': 0.5195719999999999, 'artifact': '20260819_NYY@BAL.json', 'verification': 'pregame_official_final'}, {'date': '20260818', 'away': 'NYY', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'BAL', 'actual_winner': 'NYY', 'actual_margin': 2, 'raw_pick_probability': 0.51, 'artifact': '20260818_NYY@BAL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'BAL', 'guardrail_opponent_team': 'NYY', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'BAL', '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': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'BAL 5 - 6 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'BAL 5 - 6 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': 0.0053, 'recent_form_edge_home_minus_away': -0.026, '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': 5, 'home_runs': 6, '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': 6, 'published_winner': 'NYY', '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': 5, 'home_runs': 6}, 'simulation_score': {'away_runs': 5, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.6441, 'winner': 'NYY', 'score_reviewed': {'away_runs': 5, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_BAL@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@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': 4.0, 'absolute_net_margin': 4.0, 'home_average_margin': 0.8, 'home_run_delta': 0.0231, 'away_run_delta': -0.0231, 'evidence': [{'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -8.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': 2.0}, {'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': 5, 'away_runs': 5, 'probability': 0.015560277883316964}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.015443206829582884}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.015434788380284632}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.01531866147346507}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.01444130257049305}], 'home_distribution': {'0': 0.03605963134948096, '1': 0.05397537039259128, '2': 0.0744181960430895, '3': 0.09450870301584419, '4': 0.11055378763425736, '5': 0.11911997884159857, '6': 0.11822375439442986, '7': 0.1080771899877771, '8': 0.09100651840925159, '9': 0.07058625062851821, '10': 0.05042859701007403, '11': 0.033185075927962944, '12': 0.020114901199286897, '13': 0.011230579071376751, '14': 0.005775579340823469, '15': 0.0027358867536375576}, 'away_distribution': {'0': 0.04756980749794565, '1': 0.07067979213789004, '2': 0.09531194522220308, '3': 0.11665076803567553, '4': 0.12957346475698467, '5': 0.1306269362590171, '6': 0.11951918140694263, '7': 0.09925003734542122, '8': 0.07480178258947993, '9': 0.05116599407432596, '10': 0.03176428504910764, '11': 0.017897194300115014, '12': 0.009152063426141131, '13': 0.004247577281823058, '14': 0.0017891706169271995}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 1.118, 'recent_quality_edge': -0.236, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.6441}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'BAL 5 - 6 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'BAL 5 - 6 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': 0.0053, 'recent_form_edge_home_minus_away': -0.026, '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': 5, 'home_runs': 6, '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': 6, 'published_winner': 'NYY', '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': 5, 'home_runs': 6}, 'simulation_score': {'away_runs': 5, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.6441, 'winner': 'NYY', 'score_reviewed': {'away_runs': 5, '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: 133.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 133.
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: 165.
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.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL 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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BAL 5 - 6 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 5 - 6 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 6-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.520.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): NYY wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 5-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-6, final 5-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 6-5.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 5/10 = 0.500.
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_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_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=38; H: current=7, sim=11; HR: current=1, sim=0; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=1; 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-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Coby Mayo: AB current=4 box=5, H current=1 box=3, 2B current=0 box=1, RBI current=1 box=2; Pete Alonso: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Colton Cowser: AB current=3 box=4, H current=1 box=0; Dylan Beavers: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Gunnar Henderson: H current=1 box=2, RBI current=0 box=2, SO current=1 box=0; Heston Kjerstad: AB current=3 box=4, H current=0 box=1; Jeremiah Jackson: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Christian Encarnacion-Strand: RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=27; H: current=8, sim=3; HR: current=2, sim=0; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=5; SO: current=9, sim=6).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: Luis García Jr.: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cody Bellinger: 2B current=1 box=0, RBI current=1 box=3, BB current=1 box=0, SO current=1 box=2; Spencer Jones: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Ben Rice: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, SO current=1 box=0; Heliot Ramos: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; George Lombard Jr.: SO current=1 box=0; Jazz Chisholm Jr.: AB current=3 box=2, H current=1 box=0, SO current=1 box=0; Austin Wells: 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_ml4.5203101142740144.344378807949707Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction560.520Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by winner_starter_is_below_average, projected_margin_is_one_run, matchup_recency_guardrail, season_quality_guardrail)
embedded_savant_run_environment56Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review56Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target56Capped at max 12 realistic runs
simulation_result56Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BAL301000010511
NYY00032100063
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBALbatting327101443100000
currentBALpitching306568.0600
currentNYYbatting32810245390000
currentNYYpitching11051109.0500
simulationBALbatting38111005511001
simulationBALpitching306568.0632133
simulationNYYbatting273100665600
simulationNYYpitching11051109.0540165
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBALDHCoby Mayo041000110200.250
currentBAL1BPete Alonso041001111100.250
currentBALCFColton Cowser031000000100.333
currentBALLFDylan Beavers041100011100.250
currentBALSSGunnar Henderson041000101100.250
currentBALRFHeston Kjerstad030000000100.000
currentBAL2BJeremiah Jackson031000000100.333
currentBAL3BChristian Encarnacion-Strand041000110100.250
currentBALCCarlos Narváez030000000100.000
currentNYY1BLuis García Jr.041001110100.250
currentNYYLFCody Bellinger041100111100.250
currentNYYCFSpencer Jones041000010100.250
currentNYYDHBen Rice041001111100.250
currentNYYRFHeliot Ramos031000000100.333
currentNYYSSGeorge Lombard Jr.041000100100.250
currentNYY2BJazz Chisholm Jr.031000101100.333
currentNYYCAustin Wells030000000100.000
currentNYY3BRyan McMahon031000000100.333
simulationBAL1LFDylan Beavers550000000200.000
simulationBAL21BPete Alonso550000000200.000
simulationBAL3SSGunnar Henderson542000121000.500
simulationBAL4DHCoby Mayo553100120200.600
simulationBAL53BChristian Encarnacion-Strand441000100100.250
simulationBAL6CFColton Cowser440000000100.000
simulationBAL72BJeremiah Jackson442000110100.500
simulationBAL8RFHeston Kjerstad441000000100.250
simulationBAL9CCarlos Narváez432000100010.667
simulationNYY1DHBen Rice430000111000.000
simulationNYY2LFCody Bellinger441000130200.250
simulationNYY31BLuis García Jr.440000000100.000
simulationNYY4CFSpencer Jones431100111100.333
simulationNYY5SSGeorge Lombard Jr.441000100000.250
simulationNYY62BJazz Chisholm Jr.320000101000.000
simulationNYY7RFHeliot Ramos320000111000.000
simulationNYY8CAustin Wells330000000000.000
simulationNYY93BRyan McMahon320000001200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBAL1Shane BazStarter5.2366530009.534.111.35
currentBAL2Rico GarciaSetup Man1.0000010000.002.550.91
currentBAL6Andrew KittredgeCloser1.1000020000.003.541.37
currentNYY1Elmer RodríguezStarter4.2544150007.715.401.57
currentNYY2Paul BlackburnMiddle Reliever (High Leverage)1.1311000006.751.691.09
currentNYY3Brent HeadrickSetup Man1.0100020000.002.181.21
currentNYY4David BednarCloser1.0000020000.002.471.04
currentNYY5Tim HillMiddle Reliever (High Leverage)1.0200010000.004.141.07
simulationBAL1Shane BazStarter5.2366530251039.534.111.35
simulationBAL2Andrew KittredgeCloser1.10000204170.003.541.37
simulationBAL3Rico GarciaSetup Man1.00000103130.002.550.91
simulationNYY1Elmer RodríguezStarter4.254415021907.715.401.57
simulationNYY2David BednarCloser1.00000203130.002.471.04
simulationNYY3Brent HeadrickSetup Man1.01000204160.002.181.21
simulationNYY4Paul BlackburnMiddle Reliever (High Leverage)1.13110007276.751.691.09
simulationNYY5Tim HillMiddle Reliever (High Leverage)1.02000105190.004.141.07
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BALShane BazStarter5.2635325103
BALRico GarciaSetup Man1.00001313
BALAndrew KittredgeCloser1.10002417
NYYElmer RodríguezStarter4.245152190
NYYPaul BlackburnMiddle Reliever (High Leverage)1.11300727
NYYBrent HeadrickSetup Man1.00102416
NYYDavid BednarCloser1.00002313
NYYTim HillMiddle Reliever (High Leverage)1.00201519
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.

20260927_CHC@BOS

20260927_CHC@BOS.json • 2026-09-27

CHC 4 - BOS 3
ERROR

Final simulation is close, but errors remain. Risk score: 80.

CRITICAL 0ERROR 2WARN 0PASS 101INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
ERRORPitching
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 2E / 0WBOScurrent:BOS has implausible starter workload/result line(s): Tanner Houck: 1.0 IP starter outing
simulation:BOS has implausible starter workload/result line(s): Tanner Houck: 1.0 IP starter outing
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
ERRORpitchingcurrentBOSPITCHING_REALISMcurrent:BOS has implausible starter workload/result line(s): Tanner Houck: 1.0 IP starter outing
ERRORpitchingsimulationBOSPITCHING_REALISMsimulation:BOS has implausible starter workload/result line(s): Tanner Houck: 1.0 IP starter outing
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
ERRORpitchingcurrentBOSPITCHING_REALISMcurrent:BOS has implausible starter workload/result line(s): Tanner Houck: 1.0 IP starter outing
ERRORpitchingsimulationBOSPITCHING_REALISMsimulation:BOS has implausible starter workload/result line(s): Tanner Houck: 1.0 IP starter outing
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_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_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=8, sim=5; 2B: current=2, sim=1; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=2, sim=4; SO: current=9, sim=5).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: Willson Contreras: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Roman Anthony: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Adley Rutschman: AB current=4 box=3, 2B current=1 box=0, RBI current=1 box=2, R current=0 box=1; Wilyer Abreu: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ceddanne Rafaela: 2B current=1 box=0, HR current=0 box=1, R current=0 box=1; Andruw Monasterio: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Nick Sogard: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Caleb Durbin: AB current=3 box=4, H current=0 box=1, R 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-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; HR: current=1, sim=2; R: current=5, sim=4; BB: current=3, sim=4; SO: current=8, 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: Alex Bregman: AB current=4 box=5, 2B 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, 2B current=0 box=1, HR current=0 box=1; Ian Happ: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Pedro Ramirez: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Michael Busch: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Nico Hoerner: 2B current=1 box=0, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Pete Crow-Armstrong: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Dansby Swanson: H current=1 box=2, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match CHC pitching: 4.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match CHC pitching: 5.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match CHC pitching: 5.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=36 matches CHC BF=36.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match BOS pitching: 4.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match BOS pitching: 2.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match BOS pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match BOS pitching: 6.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=39 matches BOS BF=39.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.460 -> 0.501 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': 543, 'empirical_hit_rate': 0.5414, 'empirical_weight': 0.5, 'blended_confidence': 0.50075, 'published_confidence': 0.505149, '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-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC 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_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.
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 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: 0.554/0.749.
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: CHC 8, BOS 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 4 - BOS 3.
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; 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': 'CHC', 'opponent_team': 'BOS', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-25', 'predicted_team_runs': 0, 'opponent_runs': 2, 'margin_for_predicted_team': -2, 'winner': 'BOS'}, {'date': '2026-09-25', 'predicted_team_runs': 3, 'opponent_runs': 4, 'margin_for_predicted_team': -1, 'winner': 'BOS'}], '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': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260925', 'away': 'CHC', 'home': 'BOS', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'BOS', 'actual_margin': 1, 'raw_pick_probability': 0.505, 'artifact': '20260925_CHC@BOS.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'CHC', 'home': 'BOS', 'game_number': 2, 'predicted_team': 'BOS', 'actual_winner': 'BOS', 'actual_margin': 2, 'raw_pick_probability': 0.557003, 'artifact': '20260925_CHC@BOS_2.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHC', 'guardrail_opponent_team': 'BOS', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'BOS', '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': 3, 'score_text': 'CHC 4 - 3 BOS', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'CHC 4 - 3 BOS', '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': -0.0533, 'recent_form_edge_home_minus_away': 0.326, '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': 4, 'home_runs': 3, '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': 3, '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': 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': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.2607, 'winner': 'CHC', 'score_reviewed': {'away_runs': 4, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_CHC@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@BOS.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': 3.0, 'absolute_net_margin': 3.0, 'home_average_margin': 1.5, 'home_run_delta': 0.0225, 'away_run_delta': -0.0225, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'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': 0.029383700649558718}, {'home_runs': 2, 'away_runs': 3, 'probability': 0.02778001810339291}, {'home_runs': 3, 'away_runs': 2, 'probability': 0.02741811341741829}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.02710160893474656}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.026608606813468372}], 'home_distribution': {'0': 0.09172854398067469, '1': 0.13237168861944973, '2': 0.1635412816131467, '3': 0.17298217894893925, '4': 0.15664517006500592, '5': 0.12144351604917995, '6': 0.08060710710699964, '7': 0.045805119074394954, '8': 0.022284165566779278, '9': 0.009281548006219121, '10': 0.003309680969210848}, 'away_distribution': {'0': 0.0879746086753731, '1': 0.1272878479517881, '2': 0.15850253236497586, '3': 0.16986547879150127, '4': 0.15667283820460137, '5': 0.12436608278195374, '6': 0.08496300432101335, '7': 0.04995482331988761, '8': 0.025278113226768803, '9': 0.01100858609825407, '10': 0.004126084263882452}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -0.3882, 'recent_quality_edge': -0.024, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.2607}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'CHC 4 - 3 BOS', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'CHC 4 - 3 BOS', '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': -0.0533, 'recent_form_edge_home_minus_away': 0.326, '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': 4, 'home_runs': 3, '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': 3, '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': 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': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.2607, 'winner': 'CHC', 'score_reviewed': {'away_runs': 4, '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: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 165.
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: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC 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_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_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_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHC 4 - 3 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 4 - 3 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
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): CHC wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC 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: 3/10 = 0.300.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match CHC pitching: 4.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match CHC pitching: 5.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match CHC pitching: 5.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=36 matches CHC BF=36.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match BOS pitching: 4.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match BOS pitching: 2.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match BOS pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match BOS pitching: 6.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=39 matches BOS BF=39.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.460 -> 0.501 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': 543, 'empirical_hit_rate': 0.5414, 'empirical_weight': 0.5, 'blended_confidence': 0.50075, 'published_confidence': 0.505149, '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-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC 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_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.
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 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: 0.554/0.749.
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: CHC 8, BOS 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 4 - BOS 3.
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; 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': 'CHC', 'opponent_team': 'BOS', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-25', 'predicted_team_runs': 0, 'opponent_runs': 2, 'margin_for_predicted_team': -2, 'winner': 'BOS'}, {'date': '2026-09-25', 'predicted_team_runs': 3, 'opponent_runs': 4, 'margin_for_predicted_team': -1, 'winner': 'BOS'}], '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': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260925', 'away': 'CHC', 'home': 'BOS', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'BOS', 'actual_margin': 1, 'raw_pick_probability': 0.505, 'artifact': '20260925_CHC@BOS.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'CHC', 'home': 'BOS', 'game_number': 2, 'predicted_team': 'BOS', 'actual_winner': 'BOS', 'actual_margin': 2, 'raw_pick_probability': 0.557003, 'artifact': '20260925_CHC@BOS_2.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHC', 'guardrail_opponent_team': 'BOS', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'BOS', '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': 3, 'score_text': 'CHC 4 - 3 BOS', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'CHC 4 - 3 BOS', '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': -0.0533, 'recent_form_edge_home_minus_away': 0.326, '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': 4, 'home_runs': 3, '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': 3, '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': 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': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.2607, 'winner': 'CHC', 'score_reviewed': {'away_runs': 4, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_CHC@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@BOS.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': 3.0, 'absolute_net_margin': 3.0, 'home_average_margin': 1.5, 'home_run_delta': 0.0225, 'away_run_delta': -0.0225, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'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': 0.029383700649558718}, {'home_runs': 2, 'away_runs': 3, 'probability': 0.02778001810339291}, {'home_runs': 3, 'away_runs': 2, 'probability': 0.02741811341741829}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.02710160893474656}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.026608606813468372}], 'home_distribution': {'0': 0.09172854398067469, '1': 0.13237168861944973, '2': 0.1635412816131467, '3': 0.17298217894893925, '4': 0.15664517006500592, '5': 0.12144351604917995, '6': 0.08060710710699964, '7': 0.045805119074394954, '8': 0.022284165566779278, '9': 0.009281548006219121, '10': 0.003309680969210848}, 'away_distribution': {'0': 0.0879746086753731, '1': 0.1272878479517881, '2': 0.15850253236497586, '3': 0.16986547879150127, '4': 0.15667283820460137, '5': 0.12436608278195374, '6': 0.08496300432101335, '7': 0.04995482331988761, '8': 0.025278113226768803, '9': 0.01100858609825407, '10': 0.004126084263882452}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -0.3882, 'recent_quality_edge': -0.024, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.2607}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'CHC 4 - 3 BOS', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'CHC 4 - 3 BOS', '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': -0.0533, 'recent_form_edge_home_minus_away': 0.326, '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': 4, 'home_runs': 3, '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': 3, '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': 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': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.2607, 'winner': 'CHC', 'score_reviewed': {'away_runs': 4, '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: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 165.
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: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC 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_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_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_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHC 4 - 3 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 4 - 3 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
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): CHC wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC 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: 3/10 = 0.300.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 4/10 = 0.400.
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_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_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=8, sim=5; 2B: current=2, sim=1; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=2, sim=4; SO: current=9, sim=5).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: Willson Contreras: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Roman Anthony: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Adley Rutschman: AB current=4 box=3, 2B current=1 box=0, RBI current=1 box=2, R current=0 box=1; Wilyer Abreu: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ceddanne Rafaela: 2B current=1 box=0, HR current=0 box=1, R current=0 box=1; Andruw Monasterio: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Nick Sogard: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Caleb Durbin: AB current=3 box=4, H current=0 box=1, R 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-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; HR: current=1, sim=2; R: current=5, sim=4; BB: current=3, sim=4; SO: current=8, 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: Alex Bregman: AB current=4 box=5, 2B 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, 2B current=0 box=1, HR current=0 box=1; Ian Happ: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Pedro Ramirez: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Michael Busch: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Nico Hoerner: 2B current=1 box=0, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Pete Crow-Armstrong: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Dansby Swanson: H current=1 box=2, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.99238876958009664.516311014594185Base 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_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHC00022000048
BOS00100011035
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHCbatting33820145380000
currentCHCpitching513459.0300
currentBOSbatting34820144290000
currentBOSpitching824469.0400
simulationCHCbatting358202444600
simulationCHCpitching513459.0336150
simulationBOSbatting325101334500
simulationBOSpitching824469.0439165
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHCDHAlex Bregman041100110100.250
currentCHCRFMichael Conforto031000010100.333
currentCHCLFIan Happ041000101100.250
currentCHC3BPedro Ramirez041000000100.250
currentCHC1BMichael Busch041000101100.250
currentCHC2BNico Hoerner041100000000.250
currentCHCCFPete Crow-Armstrong041001111100.250
currentCHCSSDansby Swanson031000110100.333
currentCHCCMiguel Amaya030000000100.000
currentBOSDHWillson Contreras041001111100.250
currentBOSLFRoman Anthony041000101100.250
currentBOSCAdley Rutschman041100010100.250
currentBOSRFWilyer Abreu041000110100.250
currentBOSCFCeddanne Rafaela041100010100.250
currentBOS1BAndruw Monasterio031000000100.333
currentBOS2BNick Sogard041000000100.250
currentBOS3BCaleb Durbin030000100100.000
currentBOSSSTrevor Story041000000100.250
simulationCHC1CFPete Crow-Armstrong540000001100.000
simulationCHC2DHAlex Bregman551000000100.200
simulationCHC31BMichael Busch540000001000.000
simulationCHC4LFIan Happ440000000200.000
simulationCHC5RFMichael Conforto442101110100.500
simulationCHC62BNico Hoerner441001110000.250
simulationCHC73BPedro Ramirez441100110100.250
simulationCHC8SSDansby Swanson432000111000.667
simulationCHC9CMiguel Amaya431000001000.333
simulationBOS1LFRoman Anthony440000000100.000
simulationBOS2CAdley Rutschman431000121000.333
simulationBOS3DHWillson Contreras430000001100.000
simulationBOS4RFWilyer Abreu430000001000.000
simulationBOS5CFCeddanne Rafaela441001110100.250
simulationBOS62BNick Sogard430000001100.000
simulationBOS73BCaleb Durbin441000000000.250
simulationBOS8SSTrevor Story440000000100.000
simulationBOS91BAndruw Monasterio442100100000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHC1Shota ImanagaStarter5.2211350001.593.741.10
currentCHC2Daniel PalenciaMiddle Reliever (High Leverage)1.0000000000.003.341.11
currentCHC3Jacob WebbCloser1.0111001009.003.411.27
currentCHC4Ryan ZeferjahnSetup Man1.1211100006.753.881.28
currentBOS1Tanner HouckStarter1.08444320036.00
currentBOS2Aroldis ChapmanCloser3.2000000000.001.391.05
currentBOS4Erik MillerSetup Man1.1000010000.002.811.32
currentBOS5Garrett WhitlockMiddle Reliever (High Leverage)1.2000010000.001.720.90
currentBOS6Greg WeissertMiddle Reliever (High Leverage)1.1000010000.003.121.19
simulationCHC1Shota ImanagaStarter5.221135022941.593.741.10
simulationCHC2Jacob WebbCloser1.01110014169.003.411.27
simulationCHC3Ryan ZeferjahnSetup Man1.12111007276.753.881.28
simulationCHC4Daniel PalenciaMiddle Reliever (High Leverage)1.00000003130.003.341.11
simulationBOS1Tanner HouckStarter1.0844432155336.00
simulationBOS2Aroldis ChapmanCloser3.200000011570.001.391.05
simulationBOS3Erik MillerSetup Man1.10000104170.002.811.32
simulationBOS4Garrett WhitlockMiddle Reliever (High Leverage)1.20000105210.001.720.90
simulationBOS5Greg WeissertMiddle Reliever (High Leverage)1.10000104170.003.121.19
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHCShota ImanagaStarter5.212352294
CHCDaniel PalenciaMiddle Reliever (High Leverage)1.00000313
CHCJacob WebbCloser1.01100416
CHCRyan ZeferjahnSetup Man1.11210727
BOSTanner HouckStarter1.048431553
BOSAroldis ChapmanCloser3.200001157
BOSErik MillerSetup Man1.10001417
BOSGarrett WhitlockMiddle Reliever (High Leverage)1.20001521
BOSGreg WeissertMiddle 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_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_REALISMerror0204Pitcher/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.

20260927_CIN@TOR

20260927_CIN@TOR.json • 2026-09-27

CIN 4 - TOR 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_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_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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (H: current=8, sim=6; HR: current=1, sim=0).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: Elly De La Cruz: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Juan Brito: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Héctor Rodríguez: H current=1 box=0, RBI current=1 box=0; Carlos Jorge: R current=0 box=1, BB current=1 box=0, SO current=1 box=2; JJ Bleday: 2B current=0 box=1, RBI current=0 box=3, BB current=1 box=0, SO current=1 box=2; Oswaldo Cabrera: AB current=3 box=4; Matt McLain: BB current=0 box=1, SO current=1 box=0; Sal Stewart: H current=1 box=2, SO 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 (AB: current=30, sim=34; H: current=7, sim=8; 2B: current=2, sim=3; 3B: current=0, sim=1; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=4, sim=2; 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-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Brett Bateman: AB current=4 box=2, 2B current=0 box=1, BB current=0 box=1, SO current=1 box=0; Charles McAdoo: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; George Springer: AB current=4 box=5, BB current=1 box=0; Kazuma Okamoto: RBI current=1 box=2, BB current=1 box=0; Davis Schneider: AB current=3 box=4, BB current=1 box=0, SO current=1 box=3; Brandon Valenzuela: AB current=3 box=4, BB current=1 box=0, SO current=1 box=2; Myles Straw: H current=0 box=1, 3B current=0 box=1, BB current=0 box=1; Andrés Giménez: AB current=3 box=4, 2B current=0 box=1, 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.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match TOR pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match TOR pitching: 6.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match TOR pitching: 8.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=36 matches TOR BF=36.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match CIN pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match CIN pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match CIN pitching: 8.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match CIN pitching: 12.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=37 matches CIN BF=37.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 5.
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': 778, 'empirical_hit_rate': 0.5566, 'empirical_weight': 0.5, 'blended_confidence': 0.53335, 'published_confidence': 0.511591, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN 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_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.
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]: 0.488.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.512.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.512.
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: 0.503/0.690.
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: CIN 6, TOR 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 4 - TOR 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TOR.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TOR; 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': 'TOR', 'opponent_team': 'CIN', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 1, 'opponent_runs': 5, 'margin_for_predicted_team': -4, 'winner': 'CIN'}, {'date': '2026-09-25', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'TOR'}], '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': '20260926', 'away': 'CIN', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'CIN', 'actual_margin': 4, 'raw_pick_probability': 0.619523, 'artifact': '20260926_CIN@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'CIN', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'TOR', 'actual_margin': 1, 'raw_pick_probability': 0.635849, 'artifact': '20260925_CIN@TOR.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TOR', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'TOR', 'output_opponent_team': 'CIN', 'simulation_score_winner': 'TOR', 'final_score_winner': 'TOR', 'pre_simulation_winner': 'TOR', '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': 5, 'score_text': 'CIN 4 - 5 TOR', 'winner': 'TOR'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CIN 4 - 5 TOR', 'winner': 'TOR'}, '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': 0.1154, 'recent_form_edge_home_minus_away': -0.408, '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': 'TOR', 'model_winner': 'TOR', 'simulation_winner': 'TOR', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'TOR', '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': 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': 0.3033, 'winner': 'TOR', '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_CIN@TOR.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@TOR.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': -3.0, 'absolute_net_margin': 3.0, 'home_average_margin': -1.5, 'home_run_delta': -0.0225, 'away_run_delta': 0.0225, 'evidence': [{'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': 0.019257563954809338}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.018711973556305998}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.018498638556385873}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.018000695984678388}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.0179745494449369}], 'home_distribution': {'0': 0.05397739188979234, '1': 0.07987266282782957, '2': 0.10639407062351858, '3': 0.127576205837264, '4': 0.13770665636471252, '5': 0.13380525794802323, '6': 0.11703733404877903, '7': 0.09215282564633, '8': 0.06531694848338757, '9': 0.041675048337690326, '10': 0.02393642748071255, '11': 0.012375864541144685, '12': 0.005760030152038387, '13': 0.002413275818777227}, 'away_distribution': {'0': 0.05594437241598566, '1': 0.08267788516162973, '2': 0.10971062226321912, '3': 0.1307176897607913, '4': 0.13984483004079468, '5': 0.13433365564691882, '6': 0.11586429347660589, '7': 0.08973064060056507, '8': 0.06239622063433038, '9': 0.038958494714177366, '10': 0.021840994905488992, '11': 0.0109943367043214, '12': 0.0049692633730431405, '13': 0.0020167003021286513}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 0.6863, 'recent_quality_edge': -0.408, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.3033}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CIN 4 - 5 TOR', 'winner': 'TOR'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CIN 4 - 5 TOR', 'winner': 'TOR'}, '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': 0.1154, 'recent_form_edge_home_minus_away': -0.408, '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': 'TOR', 'model_winner': 'TOR', 'simulation_winner': 'TOR', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'TOR', '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': 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': 0.3033, 'winner': 'TOR', '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: 160.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
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: 160.
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: 148.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.2.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 4 - 5 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 4 - 5 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TOR wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TOR, simulation=TOR, published=TOR.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.512.
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): TOR wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TOR 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: TOR wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match TOR pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match TOR pitching: 6.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match TOR pitching: 8.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=36 matches TOR BF=36.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match CIN pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match CIN pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match CIN pitching: 8.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match CIN pitching: 12.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=37 matches CIN BF=37.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 5.
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': 778, 'empirical_hit_rate': 0.5566, 'empirical_weight': 0.5, 'blended_confidence': 0.53335, 'published_confidence': 0.511591, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN 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_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.
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]: 0.488.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.512.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.512.
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: 0.503/0.690.
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: CIN 6, TOR 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 4 - TOR 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TOR.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TOR; 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': 'TOR', 'opponent_team': 'CIN', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 1, 'opponent_runs': 5, 'margin_for_predicted_team': -4, 'winner': 'CIN'}, {'date': '2026-09-25', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'TOR'}], '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': '20260926', 'away': 'CIN', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'CIN', 'actual_margin': 4, 'raw_pick_probability': 0.619523, 'artifact': '20260926_CIN@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'CIN', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'TOR', 'actual_margin': 1, 'raw_pick_probability': 0.635849, 'artifact': '20260925_CIN@TOR.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TOR', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'TOR', 'output_opponent_team': 'CIN', 'simulation_score_winner': 'TOR', 'final_score_winner': 'TOR', 'pre_simulation_winner': 'TOR', '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': 5, 'score_text': 'CIN 4 - 5 TOR', 'winner': 'TOR'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CIN 4 - 5 TOR', 'winner': 'TOR'}, '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': 0.1154, 'recent_form_edge_home_minus_away': -0.408, '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': 'TOR', 'model_winner': 'TOR', 'simulation_winner': 'TOR', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'TOR', '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': 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': 0.3033, 'winner': 'TOR', '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_CIN@TOR.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@TOR.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': -3.0, 'absolute_net_margin': 3.0, 'home_average_margin': -1.5, 'home_run_delta': -0.0225, 'away_run_delta': 0.0225, 'evidence': [{'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': 0.019257563954809338}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.018711973556305998}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.018498638556385873}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.018000695984678388}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.0179745494449369}], 'home_distribution': {'0': 0.05397739188979234, '1': 0.07987266282782957, '2': 0.10639407062351858, '3': 0.127576205837264, '4': 0.13770665636471252, '5': 0.13380525794802323, '6': 0.11703733404877903, '7': 0.09215282564633, '8': 0.06531694848338757, '9': 0.041675048337690326, '10': 0.02393642748071255, '11': 0.012375864541144685, '12': 0.005760030152038387, '13': 0.002413275818777227}, 'away_distribution': {'0': 0.05594437241598566, '1': 0.08267788516162973, '2': 0.10971062226321912, '3': 0.1307176897607913, '4': 0.13984483004079468, '5': 0.13433365564691882, '6': 0.11586429347660589, '7': 0.08973064060056507, '8': 0.06239622063433038, '9': 0.038958494714177366, '10': 0.021840994905488992, '11': 0.0109943367043214, '12': 0.0049692633730431405, '13': 0.0020167003021286513}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 0.6863, 'recent_quality_edge': -0.408, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.3033}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CIN 4 - 5 TOR', 'winner': 'TOR'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CIN 4 - 5 TOR', 'winner': 'TOR'}, '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': 0.1154, 'recent_form_edge_home_minus_away': -0.408, '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': 'TOR', 'model_winner': 'TOR', 'simulation_winner': 'TOR', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'TOR', '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': 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': 0.3033, 'winner': 'TOR', '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: 160.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
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: 160.
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: 148.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.2.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 4 - 5 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 4 - 5 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TOR wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TOR, simulation=TOR, published=TOR.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.512.
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): TOR wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TOR 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: TOR wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 2/10 = 0.200.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (H: current=8, sim=6; HR: current=1, sim=0).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: Elly De La Cruz: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Juan Brito: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Héctor Rodríguez: H current=1 box=0, RBI current=1 box=0; Carlos Jorge: R current=0 box=1, BB current=1 box=0, SO current=1 box=2; JJ Bleday: 2B current=0 box=1, RBI current=0 box=3, BB current=1 box=0, SO current=1 box=2; Oswaldo Cabrera: AB current=3 box=4; Matt McLain: BB current=0 box=1, SO current=1 box=0; Sal Stewart: H current=1 box=2, SO 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 (AB: current=30, sim=34; H: current=7, sim=8; 2B: current=2, sim=3; 3B: current=0, sim=1; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=4, sim=2; 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-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Brett Bateman: AB current=4 box=2, 2B current=0 box=1, BB current=0 box=1, SO current=1 box=0; Charles McAdoo: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; George Springer: AB current=4 box=5, BB current=1 box=0; Kazuma Okamoto: RBI current=1 box=2, BB current=1 box=0; Davis Schneider: AB current=3 box=4, BB current=1 box=0, SO current=1 box=3; Brandon Valenzuela: AB current=3 box=4, BB current=1 box=0, SO current=1 box=2; Myles Straw: H current=0 box=1, 3B current=0 box=1, BB current=0 box=1; Andrés Giménez: AB current=3 box=4, 2B current=0 box=1, 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_ml4.1972097895730964.619419560292573Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.512Enhanced 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
CIN00004000046
TOR01000200258
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCINbatting33810144380000
currentCINpitching8152128.0500
currentTORbatting30720144470000
currentTORpitching604389.0400
simulationCINbatting336100443800
simulationCINpitching8152128.2537160
simulationTORbatting3483115521201
simulationTORpitching604389.0436148
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCINDHElly De La Cruz041001111100.250
currentCIN3BJuan Brito041100010100.250
currentCINRFHéctor Rodríguez041000010100.250
currentCINCFCarlos Jorge041000001100.250
currentCINLFJJ Bleday041000101100.250
currentCINSSOswaldo Cabrera031000000100.333
currentCIN2BMatt McLain031000100100.333
currentCIN1BSal Stewart041000110100.250
currentCINCWill Banfield030000000000.000
currentTORRFBrett Bateman041000100100.250
currentTOR1BCharles McAdoo031000110100.333
currentTORDHGeorge Springer041100111100.250
currentTOR3BKazuma Okamoto041001111100.250
currentTORLFDavis Schneider030000001100.000
currentTORCBrandon Valenzuela031000001100.333
currentTORCFMyles Straw030000000000.000
currentTORSSAndrés Giménez031000010100.333
currentTOR2BErnie Clement031100000000.333
simulationCIN1CFCarlos Jorge441000100200.250
simulationCIN2DHElly De La Cruz430000001100.000
simulationCIN31BSal Stewart442000110000.500
simulationCIN4LFJJ Bleday441100130200.250
simulationCIN53BJuan Brito430000001000.000
simulationCIN6RFHéctor Rodríguez440000000100.000
simulationCIN72BMatt McLain431000101000.333
simulationCIN8CWill Banfield440000000100.000
simulationCIN9SSOswaldo Cabrera441000000100.250
simulationTOR1DHGeorge Springer551100110100.200
simulationTOR2RFBrett Bateman421100101010.500
simulationTOR33BKazuma Okamoto441001120100.250
simulationTOR41BCharles McAdoo440000000300.000
simulationTOR5LFDavis Schneider440000000300.000
simulationTOR6CBrandon Valenzuela441000000200.250
simulationTOR7CFMyles Straw431010001000.333
simulationTOR8SSAndrés Giménez441100110100.250
simulationTOR92BErnie Clement442000110100.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCIN1Brandon WilliamsonStarter4.1311150002.084.891.41
currentCIN2Brock BurkeMiddle Reliever (High Leverage)1.0000030000.002.301.26
currentCIN3Emilio PagánCloser1.01221210018.003.381.03
currentCIN4Tejay AntoneMiddle Reliever (High Leverage)1.03220200018.002.621.04
currentCIN5Luis MeySetup Man0.2100000000.006.421.69
currentTOR1Max ScherzerStarter5.0644240007.206.141.36
currentTOR2Spencer MilesMiddle Reliever (High Leverage)1.1000120000.002.631.10
currentTOR3Louis VarlandCloser1.0000010000.001.271.00
currentTOR4Tyler RogersSetup Man1.0000010000.001.771.17
currentTOR5Mason FluhartyMiddle Reliever (High Leverage)0.2000000000.002.921.18
simulationCIN1Brandon WilliamsonStarter4.131115020802.084.891.41
simulationCIN2Emilio PagánCloser1.012212152218.003.381.03
simulationCIN3Luis MeySetup Man0.21000003110.006.421.69
simulationCIN4Brock BurkeMiddle Reliever (High Leverage)1.00000303250.002.301.26
simulationCIN5Tejay AntoneMiddle Reliever (High Leverage)1.232202062210.802.621.04
simulationTOR1Max ScherzerStarter5.064424023937.206.141.36
simulationTOR2Louis VarlandCloser1.00000103130.001.271.00
simulationTOR3Tyler RogersSetup Man1.00000103130.001.771.17
simulationTOR4Spencer MilesMiddle Reliever (High Leverage)1.10001205210.002.631.10
simulationTOR5Mason FluhartyMiddle Reliever (High Leverage)0.2000000280.002.921.18
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CINBrandon WilliamsonStarter4.113152080
CINBrock BurkeMiddle Reliever (High Leverage)1.00003325
CINEmilio PagánCloser1.02112522
CINTejay AntoneMiddle Reliever (High Leverage)1.22302622
CINLuis MeySetup Man0.20100311
TORMax ScherzerStarter5.046242393
TORSpencer MilesMiddle Reliever (High Leverage)1.10012521
TORLouis VarlandCloser1.00001313
TORTyler RogersSetup Man1.00001313
TORMason FluhartyMiddle Reliever (High Leverage)0.2000028
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.

20260927_CLE@KC

20260927_CLE@KC.json • 2026-09-27

CLE 6 - KC 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_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_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-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; 2B: current=2, sim=1; 3B: current=0, sim=1; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=3, sim=5).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: Angel Martínez: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Angel Genao: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=0 box=1; Austin Hedges: 2B current=0 box=1; Daniel Schneemann: BB current=0 box=1, SO current=1 box=0; Travis Bazzana: RBI current=1 box=2, SO current=1 box=0; Jo Adell: AB current=4 box=5, 2B current=1 box=0, 3B current=0 box=1, RBI current=1 box=2; Nathaniel Lowe: 2B current=1 box=0, HR current=0 box=1, R current=0 box=1, BB current=0 box=1; Petey Halpin: AB current=3 box=4, H current=1 box=2, R current=0 box=1, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model pitcher projections differ from final simulation pitching box score (H: current=9, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (H: current=8, sim=5; 2B: current=2, sim=1; HR: current=1, sim=2; BB: current=3, sim=2; SO: current=7, sim=8).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: Jac Caglianone: AB current=4 box=3, HR current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Maikel Garcia: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Bobby Witt Jr.: AB current=4 box=3, 2B current=1 box=0; Salvador Perez: H current=1 box=0, RBI current=1 box=0; Tyler Tolbert: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=0 box=4; Vinnie Pasquantino: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Kyle Isbel: H current=1 box=0; Luke Maile: 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.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match KC pitching: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match KC pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match KC pitching: 8.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match KC pitching: 6.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=40 matches KC BF=40.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match CLE pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match CLE pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match CLE pitching: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match CLE pitching: 8.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=34 matches CLE BF=34.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.909 -> 0.734 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.909286, 'sample_size': 293, 'empirical_hit_rate': 0.5597, 'empirical_weight': 0.5, 'blended_confidence': 0.734493, 'published_confidence': 0.56, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
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.
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]: 0.560.
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 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: 0.520/0.710.
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 8, KC 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 6 - KC 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CLE; cap=0.56, reasons=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': ['local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'KC', 'h2h_net_margin': 19, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 11, 'opponent_runs': 5, 'margin_for_predicted_team': 6, 'winner': 'CLE'}, {'date': '2026-09-25', 'predicted_team_runs': 12, 'opponent_runs': 9, 'margin_for_predicted_team': 3, 'winner': 'CLE'}, {'date': '2026-08-30', 'predicted_team_runs': 11, 'opponent_runs': 1, 'margin_for_predicted_team': 10, 'winner': 'CLE'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'CLE', 'home': 'KC', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 6, 'raw_pick_probability': 0.56, 'artifact': '20260926_CLE@KC.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'CLE', 'home': 'KC', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 3, 'raw_pick_probability': 0.56, 'artifact': '20260925_CLE@KC.json', 'verification': 'pregame_official_final'}, {'date': '20260830', 'away': 'KC', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 10, 'raw_pick_probability': 0.53, 'artifact': '20260830_KC@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260829', 'away': 'KC', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'KC', 'actual_winner': 'KC', 'actual_margin': 5, 'raw_pick_probability': 0.551806, 'artifact': '20260829_KC@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260828', 'away': 'KC', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'KC', 'actual_margin': 3, 'raw_pick_probability': 0.573839, 'artifact': '20260828_KC@CLE.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'KC', 'output_pre_simulation_winner': 'CLE', 'output_opponent_team': 'KC', 'simulation_score_winner': 'CLE', 'final_score_winner': 'CLE', 'pre_simulation_winner': 'CLE', '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': 4, 'score_text': 'CLE 6 - 4 KC', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'CLE 6 - 4 KC', 'winner': 'CLE'}, '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': -0.028, 'recent_form_edge_home_minus_away': -1.374, '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': 4, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CLE', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CLE', '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': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0963, 'winner': 'CLE', 'score_reviewed': {'away_runs': 6, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_CLE@KC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@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': -11.0, 'absolute_net_margin': 11.0, 'home_average_margin': -2.2, 'home_run_delta': -0.0635, 'away_run_delta': 0.0635, 'evidence': [{'game_id': None, 'home_margin': -6.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -10.0}, {'game_id': None, 'home_margin': 5.0}, {'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': 6, 'probability': 0.015994218656248508}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.01588013305600087}, {'home_runs': 3, 'away_runs': 6, 'probability': 0.015528817648898347}, {'home_runs': 3, 'away_runs': 7, 'probability': 0.01541805172024083}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.015027899452593833}], 'home_distribution': {'0': 0.06433843033623264, '1': 0.09456884162445255, '2': 0.12346428748350588, '3': 0.14316943673155677, '4': 0.14746024634650184, '5': 0.134901031588968, '6': 0.10961532181999464, '7': 0.07911210360178365, '8': 0.05071428172265698, '9': 0.028875751917359013, '10': 0.014603333450518294, '11': 0.006559736263846264, '12': 0.00261719711262357}, 'away_distribution': {'0': 0.026320551214493636, '1': 0.0396486066546728, '2': 0.05571693773903036, '3': 0.07304204236234586, '4': 0.0893274501038506, '5': 0.10191153090359892, '6': 0.10846461370114166, '7': 0.10769094348781812, '8': 0.09974626663402815, '9': 0.08618674460504351, '10': 0.06947213797931326, '11': 0.052240486325978316, '12': 0.03664629876953908, '13': 0.02398166789353912, '14': 0.014640469716201053, '15': 0.008337906035261224, '16': 0.00442981247801881, '17': 0.0021955333961254345}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -0.9845, 'recent_quality_edge': -1.304, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.0963}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'CLE 6 - 4 KC', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'CLE 6 - 4 KC', 'winner': 'CLE'}, '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': -0.028, 'recent_form_edge_home_minus_away': -1.374, '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': 4, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CLE', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CLE', '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': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0963, 'winner': 'CLE', 'score_reviewed': {'away_runs': 6, '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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
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: 137.
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: 147.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE 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_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.
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: CLE 6 - 4 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 6 - 4 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CLE, simulation=CLE, published=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/10 (0.900).
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): CLE wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 6-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-4, final 6-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match KC pitching: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match KC pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match KC pitching: 8.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match KC pitching: 6.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=40 matches KC BF=40.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match CLE pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match CLE pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match CLE pitching: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match CLE pitching: 8.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=34 matches CLE BF=34.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.909 -> 0.734 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.909286, 'sample_size': 293, 'empirical_hit_rate': 0.5597, 'empirical_weight': 0.5, 'blended_confidence': 0.734493, 'published_confidence': 0.56, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
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.
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]: 0.560.
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 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: 0.520/0.710.
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 8, KC 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 6 - KC 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CLE; cap=0.56, reasons=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': ['local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'KC', 'h2h_net_margin': 19, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 11, 'opponent_runs': 5, 'margin_for_predicted_team': 6, 'winner': 'CLE'}, {'date': '2026-09-25', 'predicted_team_runs': 12, 'opponent_runs': 9, 'margin_for_predicted_team': 3, 'winner': 'CLE'}, {'date': '2026-08-30', 'predicted_team_runs': 11, 'opponent_runs': 1, 'margin_for_predicted_team': 10, 'winner': 'CLE'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'CLE', 'home': 'KC', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 6, 'raw_pick_probability': 0.56, 'artifact': '20260926_CLE@KC.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'CLE', 'home': 'KC', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 3, 'raw_pick_probability': 0.56, 'artifact': '20260925_CLE@KC.json', 'verification': 'pregame_official_final'}, {'date': '20260830', 'away': 'KC', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 10, 'raw_pick_probability': 0.53, 'artifact': '20260830_KC@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260829', 'away': 'KC', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'KC', 'actual_winner': 'KC', 'actual_margin': 5, 'raw_pick_probability': 0.551806, 'artifact': '20260829_KC@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260828', 'away': 'KC', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'KC', 'actual_margin': 3, 'raw_pick_probability': 0.573839, 'artifact': '20260828_KC@CLE.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'KC', 'output_pre_simulation_winner': 'CLE', 'output_opponent_team': 'KC', 'simulation_score_winner': 'CLE', 'final_score_winner': 'CLE', 'pre_simulation_winner': 'CLE', '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': 4, 'score_text': 'CLE 6 - 4 KC', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'CLE 6 - 4 KC', 'winner': 'CLE'}, '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': -0.028, 'recent_form_edge_home_minus_away': -1.374, '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': 4, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CLE', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CLE', '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': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0963, 'winner': 'CLE', 'score_reviewed': {'away_runs': 6, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_CLE@KC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@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': -11.0, 'absolute_net_margin': 11.0, 'home_average_margin': -2.2, 'home_run_delta': -0.0635, 'away_run_delta': 0.0635, 'evidence': [{'game_id': None, 'home_margin': -6.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -10.0}, {'game_id': None, 'home_margin': 5.0}, {'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': 6, 'probability': 0.015994218656248508}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.01588013305600087}, {'home_runs': 3, 'away_runs': 6, 'probability': 0.015528817648898347}, {'home_runs': 3, 'away_runs': 7, 'probability': 0.01541805172024083}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.015027899452593833}], 'home_distribution': {'0': 0.06433843033623264, '1': 0.09456884162445255, '2': 0.12346428748350588, '3': 0.14316943673155677, '4': 0.14746024634650184, '5': 0.134901031588968, '6': 0.10961532181999464, '7': 0.07911210360178365, '8': 0.05071428172265698, '9': 0.028875751917359013, '10': 0.014603333450518294, '11': 0.006559736263846264, '12': 0.00261719711262357}, 'away_distribution': {'0': 0.026320551214493636, '1': 0.0396486066546728, '2': 0.05571693773903036, '3': 0.07304204236234586, '4': 0.0893274501038506, '5': 0.10191153090359892, '6': 0.10846461370114166, '7': 0.10769094348781812, '8': 0.09974626663402815, '9': 0.08618674460504351, '10': 0.06947213797931326, '11': 0.052240486325978316, '12': 0.03664629876953908, '13': 0.02398166789353912, '14': 0.014640469716201053, '15': 0.008337906035261224, '16': 0.00442981247801881, '17': 0.0021955333961254345}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -0.9845, 'recent_quality_edge': -1.304, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.0963}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'CLE 6 - 4 KC', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'CLE 6 - 4 KC', 'winner': 'CLE'}, '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': -0.028, 'recent_form_edge_home_minus_away': -1.374, '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': 4, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CLE', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'CLE', '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': 6, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0963, 'winner': 'CLE', 'score_reviewed': {'away_runs': 6, '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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
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: 137.
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: 147.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE 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_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.
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: CLE 6 - 4 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 6 - 4 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CLE, simulation=CLE, published=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/10 (0.900).
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): CLE wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 6-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-4, final 6-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 2/10 = 0.200.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; 2B: current=2, sim=1; 3B: current=0, sim=1; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=3, sim=5).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: Angel Martínez: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Angel Genao: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=0 box=1; Austin Hedges: 2B current=0 box=1; Daniel Schneemann: BB current=0 box=1, SO current=1 box=0; Travis Bazzana: RBI current=1 box=2, SO current=1 box=0; Jo Adell: AB current=4 box=5, 2B current=1 box=0, 3B current=0 box=1, RBI current=1 box=2; Nathaniel Lowe: 2B current=1 box=0, HR current=0 box=1, R current=0 box=1, BB current=0 box=1; Petey Halpin: AB current=3 box=4, H current=1 box=2, R current=0 box=1, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model pitcher projections differ from final simulation pitching box score (H: current=9, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (H: current=8, sim=5; 2B: current=2, sim=1; HR: current=1, sim=2; BB: current=3, sim=2; SO: current=7, sim=8).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: Jac Caglianone: AB current=4 box=3, HR current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Maikel Garcia: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Bobby Witt Jr.: AB current=4 box=3, 2B current=1 box=0; Salvador Perez: H current=1 box=0, RBI current=1 box=0; Tyler Tolbert: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=0 box=4; Vinnie Pasquantino: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Kyle Isbel: H current=1 box=0; Luke Maile: 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_ml4.6167928269836263.5910432844055933Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction640.560Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment64Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review64Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target64Capped at max 12 realistic runs
simulation_result64Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CLE00002130068
KC00100030045
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCLEbatting32820144360000
currentCLEpitching524289.0400
currentKCbatting32820144370000
currentKCpitching926569.0600
simulationCLEbatting358112665600
simulationCLEpitching524289.0434137
simulationKCbatting325102442800
simulationKCpitching826569.0640147
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCLELFAngel Martínez041001110100.250
currentCLECDavid Fry030000001100.000
currentCLESSAngel Genao041000000000.250
currentCLEDHAustin Hedges031000101000.333
currentCLE3BDaniel Schneemann031000000100.333
currentCLE2BTravis Bazzana041000111100.250
currentCLERFJo Adell041100110100.250
currentCLE1BNathaniel Lowe041100010100.250
currentCLECFPetey Halpin031000000000.333
currentKCRFJac Caglianone041001110100.250
currentKC3BMaikel Garcia041100110000.250
currentKCSSBobby Witt Jr.041100101100.250
currentKCDHSalvador Perez041000010100.250
currentKC2BTyler Tolbert031000000000.333
currentKC1BVinnie Pasquantino041000111100.250
currentKCCFKyle Isbel031000000100.333
currentKCCLuke Maile030000000100.000
currentKCLFIsaac Collins031000001100.333
simulationCLE1LFAngel Martínez550000000200.000
simulationCLE22BTravis Bazzana541000121000.250
simulationCLE3RFJo Adell551010120100.200
simulationCLE41BNathaniel Lowe541001111000.250
simulationCLE5CDavid Fry430000001100.000
simulationCLE6SSAngel Genao441001110100.250
simulationCLE7DHAustin Hedges431100101000.333
simulationCLE83BDaniel Schneemann431000001000.333
simulationCLE9CFPetey Halpin442000100100.500
simulationKC13BMaikel Garcia440000000100.000
simulationKC2SSBobby Witt Jr.431000101100.333
simulationKC3RFJac Caglianone431000101100.333
simulationKC4DHSalvador Perez440000000100.000
simulationKC51BVinnie Pasquantino440000000100.000
simulationKC6LFIsaac Collins441100100200.250
simulationKC72BTyler Tolbert442002140000.500
simulationKC8CFKyle Isbel330000000100.000
simulationKC9CLuke Maile330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCLE1Parker MessickStarter6.1433181004.262.551.04
currentCLE2Cade SmithCloser1.2000100000.001.950.96
currentCLE4Hunter GaddisSetup Man1.0111001009.002.831.21
currentKC1Daniel Lynch IVStarter5.1311351001.694.131.14
currentKC2Alex LangeSetup Man1.04332000027.006.751.63
currentKC3Connor ThomasMiddle Reliever (High Leverage)1.0111010009.007.401.68
currentKC4Nate PearsonCloser1.0111001009.004.171.37
currentKC5Anthony GoseMiddle Reliever (High Leverage)0.2000000000.000.660.95
simulationCLE1Parker MessickStarter6.143318124964.262.551.04
simulationCLE2Cade SmithCloser1.20001006250.001.950.96
simulationCLE3Hunter GaddisSetup Man1.01110014169.002.831.21
simulationKC1Daniel Lynch IVStarter5.131135122881.694.131.14
simulationKC2Nate PearsonCloser1.01110014169.004.171.37
simulationKC3Alex LangeSetup Man1.043320092227.006.751.63
simulationKC4Connor ThomasMiddle Reliever (High Leverage)1.00110103139.007.401.68
simulationKC5Anthony GoseMiddle Reliever (High Leverage)0.2000000280.000.660.95
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CLEParker MessickStarter6.134182496
CLECade SmithCloser1.20010625
CLEHunter GaddisSetup Man1.01100416
KCDaniel Lynch IVStarter5.113352288
KCAlex LangeSetup Man1.03420922
KCConnor ThomasMiddle Reliever (High Leverage)1.01001313
KCNate PearsonCloser1.01100416
KCAnthony GoseMiddle Reliever (High Leverage)0.2000028
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.

20260927_COL@CHW

20260927_COL@CHW.json • 2026-09-27

COL 5 - CHW 8
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_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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=8, sim=9; 2B: current=1, sim=2; HR: current=1, sim=3; RBI: current=4, sim=8; R: current=4, sim=8; BB: current=3, sim=4; 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-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Randal Grichuk: AB current=4 box=5, RBI current=1 box=3, R current=0 box=1, SO current=1 box=3; Tommy Pham: AB current=3 box=4, H current=1 box=0, R current=0 box=1; Munetaka Murakami: AB current=4 box=5, H current=1 box=3, HR current=1 box=2, RBI current=1 box=3; Sam Antonacci: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Braden Montgomery: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Colson Montgomery: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Luisangel Acuña: R current=0 box=1, BB current=0 box=1; Drew Romo: AB current=3 box=4, H current=0 box=2, 2B current=0 box=1, HR current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model pitcher projections differ from final simulation pitching box score (ER: current=7, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=8, sim=9; 2B: current=2, sim=1; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=2; SO: current=8, sim=7).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: Connor Norby: AB current=4 box=5, 2B current=1 box=0, BB current=1 box=0, SO current=1 box=0; Cole Carrigg: 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Adael Amador: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=0 box=1; Troy Johnston: 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1, BB current=0 box=1; Jordan Beck: AB current=3 box=4, SO current=1 box=0; Kyle Karros: AB current=4 box=3, R current=0 box=1; Jake McCarthy: AB current=4 box=5, RBI current=1 box=0, SO current=1 box=3; Ezequiel Tovar: AB current=3 box=4, H current=0 box=1, RBI current=0 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.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match COL pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match COL pitching: 3.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match COL pitching: 9.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match COL pitching: 9.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=39 matches COL BF=39.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 8.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match CHW pitching: 2.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match CHW pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match CHW pitching: 9.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match CHW pitching: 7.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=38 matches CHW BF=38.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.829 -> 0.691 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.828766, 'sample_size': 237, 'empirical_hit_rate': 0.5527, 'empirical_weight': 0.5, 'blended_confidence': 0.690733, 'published_confidence': 0.56, '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.
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_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]: 0.440.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 13 is reasonably close to low-score expected_total_runs 13.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.503/0.690.
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: COL 9, CHW 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 5 - CHW 8.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHW.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CHW; cap=0.56, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; 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': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'CHW', 'opponent_team': 'COL', 'h2h_net_margin': 2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 6, 'opponent_runs': 9, 'margin_for_predicted_team': -3, 'winner': 'COL'}, {'date': '2026-09-25', 'predicted_team_runs': 6, 'opponent_runs': 1, 'margin_for_predicted_team': 5, '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': '20260926', 'away': 'COL', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'COL', 'actual_margin': 3, 'raw_pick_probability': 0.697769, 'artifact': '20260926_COL@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'COL', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 5, 'raw_pick_probability': 0.723012, 'artifact': '20260925_COL@CHW.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHW', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'CHW', 'output_opponent_team': 'COL', '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': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 8, 'score_text': 'COL 5 - 8 CHW', 'winner': 'CHW'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 8, 'score_text': 'COL 5 - 8 CHW', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0479, 'recent_form_edge_home_minus_away': 1.02, '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': 5, 'home_runs': 8, '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': 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': 5, 'home_runs': 8}, 'simulation_score': {'away_runs': 5, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4935, 'winner': 'CHW', 'score_reviewed': {'away_runs': 5, 'home_runs': 8, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_COL@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@CHW.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': 2.0, 'absolute_net_margin': 2.0, 'home_average_margin': 1.0, 'home_run_delta': 0.015, 'away_run_delta': -0.015, 'evidence': [{'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': 0.012052786961368137}, {'home_runs': 7, 'away_runs': 5, 'probability': 0.011881290921668447}, {'home_runs': 8, 'away_runs': 6, 'probability': 0.011685786289297876}, {'home_runs': 9, 'away_runs': 5, 'probability': 0.011545299616244726}, {'home_runs': 7, 'away_runs': 6, 'probability': 0.01151951220880388}], 'home_distribution': {'0': 0.017506366809694727, '1': 0.026531556705292395, '2': 0.03796848935084617, '3': 0.051307137036693505, '4': 0.06546755505919616, '5': 0.07888026122646896, '6': 0.08974379603672693, '7': 0.09641273623220155, '8': 0.09780436972972653, '9': 0.09368627819664817, '10': 0.08473983059719581, '11': 0.07237574946083943, '12': 0.058370368329261756, '13': 0.044451423277575286, '14': 0.03196485846250995, '15': 0.021704699519814918, '16': 0.01391645588783234, '17': 0.00842553319950353, '18': 0.0048168155751858776, '19': 0.00260025847286118, '20': 0.0013254608339247555}, 'away_distribution': {'0': 0.03933990899929951, '1': 0.058760434919097854, '2': 0.080500840340172, '3': 0.10115319109052733, '4': 0.11657959008198729, '5': 0.12323362437358286, '6': 0.11948122892249581, '7': 0.10625121426962149, '8': 0.08666263402549892, '9': 0.06483262849433548, '10': 0.044485567562328326, '11': 0.027996800585158278, '12': 0.016160747090853536, '13': 0.008556146763141788, '14': 0.0041548828089952115, '15': 0.0018505596729044035}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 1.7484, 'recent_quality_edge': 1.02, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.4935}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 8, 'score_text': 'COL 5 - 8 CHW', 'winner': 'CHW'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 8, 'score_text': 'COL 5 - 8 CHW', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0479, 'recent_form_edge_home_minus_away': 1.02, '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': 5, 'home_runs': 8, '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': 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': 5, 'home_runs': 8}, 'simulation_score': {'away_runs': 5, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4935, 'winner': 'CHW', 'score_reviewed': {'away_runs': 5, 'home_runs': 8, '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: 173.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 156.
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: 173.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL 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_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL 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_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.1.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 5 - 8 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 5 - 8 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 8-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHW, simulation=CHW, published=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
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): CHW wins 8-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 5-8.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-8.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-8, final 5-8 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 13.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 8-5.
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: 6/10 = 0.600.
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
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match COL pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match COL pitching: 3.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match COL pitching: 9.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match COL pitching: 9.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=39 matches COL BF=39.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 8.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match CHW pitching: 2.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match CHW pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match CHW pitching: 9.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match CHW pitching: 7.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=38 matches CHW BF=38.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.829 -> 0.691 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.828766, 'sample_size': 237, 'empirical_hit_rate': 0.5527, 'empirical_weight': 0.5, 'blended_confidence': 0.690733, 'published_confidence': 0.56, '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.
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_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]: 0.440.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 13 is reasonably close to low-score expected_total_runs 13.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.503/0.690.
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: COL 9, CHW 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 5 - CHW 8.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHW.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CHW; cap=0.56, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; 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': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'CHW', 'opponent_team': 'COL', 'h2h_net_margin': 2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 6, 'opponent_runs': 9, 'margin_for_predicted_team': -3, 'winner': 'COL'}, {'date': '2026-09-25', 'predicted_team_runs': 6, 'opponent_runs': 1, 'margin_for_predicted_team': 5, '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': '20260926', 'away': 'COL', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'COL', 'actual_margin': 3, 'raw_pick_probability': 0.697769, 'artifact': '20260926_COL@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'COL', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 5, 'raw_pick_probability': 0.723012, 'artifact': '20260925_COL@CHW.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHW', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'CHW', 'output_opponent_team': 'COL', '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': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 8, 'score_text': 'COL 5 - 8 CHW', 'winner': 'CHW'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 8, 'score_text': 'COL 5 - 8 CHW', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0479, 'recent_form_edge_home_minus_away': 1.02, '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': 5, 'home_runs': 8, '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': 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': 5, 'home_runs': 8}, 'simulation_score': {'away_runs': 5, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4935, 'winner': 'CHW', 'score_reviewed': {'away_runs': 5, 'home_runs': 8, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_COL@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@CHW.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': 2.0, 'absolute_net_margin': 2.0, 'home_average_margin': 1.0, 'home_run_delta': 0.015, 'away_run_delta': -0.015, 'evidence': [{'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': 0.012052786961368137}, {'home_runs': 7, 'away_runs': 5, 'probability': 0.011881290921668447}, {'home_runs': 8, 'away_runs': 6, 'probability': 0.011685786289297876}, {'home_runs': 9, 'away_runs': 5, 'probability': 0.011545299616244726}, {'home_runs': 7, 'away_runs': 6, 'probability': 0.01151951220880388}], 'home_distribution': {'0': 0.017506366809694727, '1': 0.026531556705292395, '2': 0.03796848935084617, '3': 0.051307137036693505, '4': 0.06546755505919616, '5': 0.07888026122646896, '6': 0.08974379603672693, '7': 0.09641273623220155, '8': 0.09780436972972653, '9': 0.09368627819664817, '10': 0.08473983059719581, '11': 0.07237574946083943, '12': 0.058370368329261756, '13': 0.044451423277575286, '14': 0.03196485846250995, '15': 0.021704699519814918, '16': 0.01391645588783234, '17': 0.00842553319950353, '18': 0.0048168155751858776, '19': 0.00260025847286118, '20': 0.0013254608339247555}, 'away_distribution': {'0': 0.03933990899929951, '1': 0.058760434919097854, '2': 0.080500840340172, '3': 0.10115319109052733, '4': 0.11657959008198729, '5': 0.12323362437358286, '6': 0.11948122892249581, '7': 0.10625121426962149, '8': 0.08666263402549892, '9': 0.06483262849433548, '10': 0.044485567562328326, '11': 0.027996800585158278, '12': 0.016160747090853536, '13': 0.008556146763141788, '14': 0.0041548828089952115, '15': 0.0018505596729044035}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 1.7484, 'recent_quality_edge': 1.02, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.4935}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 8, 'score_text': 'COL 5 - 8 CHW', 'winner': 'CHW'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 8, 'score_text': 'COL 5 - 8 CHW', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0479, 'recent_form_edge_home_minus_away': 1.02, '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': 5, 'home_runs': 8, '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': 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': 5, 'home_runs': 8}, 'simulation_score': {'away_runs': 5, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4935, 'winner': 'CHW', 'score_reviewed': {'away_runs': 5, 'home_runs': 8, '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: 173.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 156.
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: 173.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL 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_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL 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_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.1.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 5 - 8 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 5 - 8 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 8-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHW, simulation=CHW, published=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
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): CHW wins 8-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 5-8.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-8.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-8, final 5-8 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 13.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 8-5.
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: 6/10 = 0.600.
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_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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=8, sim=9; 2B: current=1, sim=2; HR: current=1, sim=3; RBI: current=4, sim=8; R: current=4, sim=8; BB: current=3, sim=4; 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-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Randal Grichuk: AB current=4 box=5, RBI current=1 box=3, R current=0 box=1, SO current=1 box=3; Tommy Pham: AB current=3 box=4, H current=1 box=0, R current=0 box=1; Munetaka Murakami: AB current=4 box=5, H current=1 box=3, HR current=1 box=2, RBI current=1 box=3; Sam Antonacci: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Braden Montgomery: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Colson Montgomery: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Luisangel Acuña: R current=0 box=1, BB current=0 box=1; Drew Romo: AB current=3 box=4, H current=0 box=2, 2B current=0 box=1, HR current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model pitcher projections differ from final simulation pitching box score (ER: current=7, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=8, sim=9; 2B: current=2, sim=1; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=2; SO: current=8, sim=7).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: Connor Norby: AB current=4 box=5, 2B current=1 box=0, BB current=1 box=0, SO current=1 box=0; Cole Carrigg: 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Adael Amador: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=0 box=1; Troy Johnston: 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1, BB current=0 box=1; Jordan Beck: AB current=3 box=4, SO current=1 box=0; Kyle Karros: AB current=4 box=3, R current=0 box=1; Jake McCarthy: AB current=4 box=5, RBI current=1 box=0, SO current=1 box=3; Ezequiel Tovar: AB current=3 box=4, H current=0 box=1, RBI current=0 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_ml4.1911568960492024.971862471537651Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction580.560Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment58Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review58Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target58Capped at max 12 realistic runs
simulation_result58Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
COL12000000259
CHW00024010189
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCOLbatting33820144380000
currentCOLpitching938498.0700
currentCHWbatting31810144380000
currentCHWpitching915279.0500
simulationCOLbatting369101552700
simulationCOLpitching938498.1839173
simulationCHWbatting349203884901
simulationCHWpitching915279.0538156
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCOLDHConnor Norby041100001100.250
currentCOLCFCole Carrigg041100110100.250
currentCOL2BAdael Amador041000111000.250
currentCOL1BTroy Johnston031000000100.333
currentCOLRFJordan Beck031000000100.333
currentCOLCHunter Goodman041001110100.250
currentCOL3BKyle Karros041000001100.250
currentCOLLFJake McCarthy041000110100.250
currentCOLSSEzequiel Tovar030000000100.000
currentCHWLFRandal Grichuk041100010100.250
currentCHWDHTommy Pham031000001100.333
currentCHW1BMunetaka Murakami041001111100.250
currentCHW2BSam Antonacci041000100100.250
currentCHWRFBraden Montgomery031000111100.333
currentCHW3BColson Montgomery031000010100.333
currentCHWSSLuisangel Acuña031000000000.333
currentCHWCDrew Romo030000000100.000
currentCHWCFBrenton Doyle041000100100.250
simulationCOL1LFJake McCarthy551000100300.200
simulationCOL2DHConnor Norby551000000000.200
simulationCOL3CHunter Goodman441001110100.250
simulationCOL4CFCole Carrigg441000000000.250
simulationCOL53BKyle Karros431000101100.333
simulationCOL62BAdael Amador441000000100.250
simulationCOL71BTroy Johnston431100121100.333
simulationCOL8RFJordan Beck441000000000.250
simulationCOL9SSEzequiel Tovar441000120000.250
simulationCHW1LFRandal Grichuk551100130300.200
simulationCHW2DHTommy Pham540000101100.000
simulationCHW31BMunetaka Murakami553002130100.600
simulationCHW4CFBrenton Doyle431000100110.333
simulationCHW52BSam Antonacci430000101200.000
simulationCHW6RFBraden Montgomery440000000000.000
simulationCHW73BColson Montgomery431000101100.333
simulationCHW8SSLuisangel Acuña431000101000.333
simulationCHW9CDrew Romo442101120000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCOL1Kyle FreelandStarter4.16651710010.386.581.52
currentCOL2Brennan BernardinoSetup Man1.0111211009.002.391.09
currentCOL3Jordan RomanoCloser1.0000100000.004.811.28
currentCOL4Jaden HillMiddle Reliever (High Leverage)0.21110010013.504.191.37
currentCOL5Jimmy HergetMiddle Reliever (High Leverage)1.0100010000.005.701.49
currentCHW1Anthony KayStarter4.2533141005.794.531.37
currentCHW2Grant TaylorCloser1.1000010000.002.401.03
currentCHW3Sean NewcombSetup Man1.1000000000.002.771.11
currentCHW4Bryan HudsonMiddle Reliever (High Leverage)1.0100020000.002.621.16
currentCHW5Jordan HicksMiddle Reliever (High Leverage)0.23221000027.003.831.50
simulationCOL1Kyle FreelandStarter4.1666171228912.466.581.52
simulationCOL2Jordan RomanoCloser1.00001004210.004.811.28
simulationCOL3Brennan BernardinoSetup Man1.01112116369.002.391.09
simulationCOL4Jimmy HergetMiddle Reliever (High Leverage)1.01000104160.005.701.49
simulationCOL5Jaden HillMiddle Reliever (High Leverage)1.01110013119.004.191.37
simulationCHW1Anthony KayStarter4.253314120855.794.531.37
simulationCHW2Grant TaylorCloser1.10000104170.002.401.03
simulationCHW3Sean NewcombSetup Man1.10000004170.002.771.11
simulationCHW4Bryan HudsonMiddle Reliever (High Leverage)1.01000204160.002.621.16
simulationCHW5Jordan HicksMiddle Reliever (High Leverage)0.232210062127.003.831.50
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
COLKyle FreelandStarter4.166172289
COLBrennan BernardinoSetup Man1.01121636
COLJordan RomanoCloser1.00010421
COLJaden HillMiddle Reliever (High Leverage)1.01100311
COLJimmy HergetMiddle Reliever (High Leverage)1.00101416
CHWAnthony KayStarter4.235142085
CHWGrant TaylorCloser1.10001417
CHWSean NewcombSetup Man1.10000417
CHWBryan HudsonMiddle Reliever (High Leverage)1.00102416
CHWJordan HicksMiddle Reliever (High Leverage)0.22310621
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.

20260927_HOU@OAK

20260927_HOU@OAK.json • 2026-09-27

HOU 8 - OAK 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_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_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-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=2, sim=0; HR: current=2, sim=3; RBI: current=5, sim=8; R: current=5, sim=8; BB: current=4, sim=3; 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-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Isaac Paredes: H current=1 box=0, RBI current=1 box=0, SO current=0 box=2; Yainer Diaz: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=0 box=1; Jose Altuve: AB current=4 box=3, H current=1 box=2, 2B current=1 box=0, BB current=0 box=1; Lucas Spence: HR current=0 box=1, RBI current=0 box=4, BB current=1 box=0; Jeremy Peña: H current=1 box=3, HR current=1 box=2, RBI current=1 box=4, BB current=0 box=1; Yordan Alvarez: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Christian Walker: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Taylor Trammell: AB current=3 box=4, R current=0 box=1, BB current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model pitcher projections differ from final simulation pitching box score (ER: current=7, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=32, sim=38; H: current=9, sim=11; 2B: current=2, sim=1; HR: current=2, sim=0; RBI: current=5, sim=6; R: current=4, sim=6; BB: current=3, sim=4; 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-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Shea Langeliers: AB current=4 box=5, H current=1 box=3, HR current=1 box=0, SO current=1 box=0; Henry Bolte: AB current=4 box=5, H current=1 box=3, 2B current=1 box=0, BB current=1 box=0; Jeff McNeil: AB current=4 box=3, H current=1 box=2, RBI current=1 box=3, R current=0 box=1; Joshua Kuroda-Grauer: AB current=3 box=5, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Carlos Cortes: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Zack Gelof: HR current=1 box=0, HBP current=0 box=1; Lawrence Butler: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Donovan Walton: AB current=3 box=4, H current=1 box=0, 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.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match OAK pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match OAK pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match OAK pitching: 9.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=39 matches OAK BF=39.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 8.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match HOU pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match HOU pitching: 11.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match HOU pitching: 10.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=43 matches HOU BF=43.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.735 -> 0.640 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.734518, 'sample_size': 229, 'empirical_hit_rate': 0.5459, 'empirical_weight': 0.5, 'blended_confidence': 0.640209, 'published_confidence': 0.56, '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.
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_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]: 0.560.
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 14 is reasonably close to low-score expected_total_runs 14.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.503/0.690.
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: HOU 8, OAK 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 8 - OAK 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: HOU.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for HOU; 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': 'HOU', 'opponent_team': 'OAK', 'h2h_net_margin': 12, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 13, 'opponent_runs': 2, 'margin_for_predicted_team': 11, 'winner': 'HOU'}, {'date': '2026-09-25', 'predicted_team_runs': 5, 'opponent_runs': 6, 'margin_for_predicted_team': -1, 'winner': 'OAK'}, {'date': '2026-09-24', 'predicted_team_runs': 7, 'opponent_runs': 5, 'margin_for_predicted_team': 2, 'winner': 'HOU'}], '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': 2, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'HOU', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'HOU', 'actual_margin': 11, 'raw_pick_probability': 0.522895, 'artifact': '20260926_HOU@OAK.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'HOU', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'OAK', 'actual_margin': 1, 'raw_pick_probability': 0.539426, 'artifact': '20260925_HOU@OAK.json', 'verification': 'pregame_official_final'}, {'date': '20260924', 'away': 'HOU', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'HOU', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260924_HOU@OAK.json', 'verification': 'pregame_official_final'}, {'date': '20260823', 'away': 'OAK', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'OAK', 'actual_winner': 'OAK', 'actual_margin': 1, 'raw_pick_probability': 0.505, 'artifact': '20260823_OAK@HOU.json', 'verification': 'pregame_official_final'}, {'date': '20260822', 'away': 'OAK', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'OAK', 'actual_margin': 1, 'raw_pick_probability': 0.554445, 'artifact': '20260822_OAK@HOU.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'HOU', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'HOU', 'output_opponent_team': 'OAK', 'simulation_score_winner': 'HOU', 'final_score_winner': 'HOU', 'pre_simulation_winner': 'HOU', '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': 8, 'home_runs': 6, 'score_text': 'HOU 8 - 6 OAK', 'winner': 'HOU'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 6, 'score_text': 'HOU 8 - 6 OAK', 'winner': 'HOU'}, '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': 0.0633, 'recent_form_edge_home_minus_away': -0.49, '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': 8, 'home_runs': 6, 'winner': 'HOU', 'model_winner': 'HOU', 'simulation_winner': 'HOU', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'HOU', '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': 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': 8, 'home_runs': 6}, 'simulation_score': {'away_runs': 8, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0519, 'winner': 'HOU', 'score_reviewed': {'away_runs': 8, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_HOU@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@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': -10.0, 'absolute_net_margin': 10.0, 'home_average_margin': -2.0, 'home_run_delta': -0.0577, 'away_run_delta': 0.0577, 'evidence': [{'game_id': None, 'home_margin': -11.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 1.0}, {'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': 6, 'away_runs': 8, 'probability': 0.01153269520089576}, {'home_runs': 6, 'away_runs': 7, 'probability': 0.011495033184392293}, {'home_runs': 5, 'away_runs': 8, 'probability': 0.011446102783123939}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.011408723549180004}, {'home_runs': 6, 'away_runs': 9, 'probability': 0.010909499857883686}], 'home_distribution': {'0': 0.033903175156965636, '1': 0.05081716729473839, '2': 0.07035276169147696, '3': 0.08996062558215581, '4': 0.1062488901232442, '5': 0.11590360816678932, '6': 0.11678044579875936, '7': 0.1086785712319119, '8': 0.09341536829813102, '9': 0.07416403654926597, '10': 0.054383731974466575, '11': 0.03683369377561705, '12': 0.02304210536659606, '13': 0.013313727446468231, '14': 0.007105224170083437, '15': 0.0035023256573156105, '16': 0.0015945417160147626}, 'away_distribution': {'0': 0.018530723809302325, '1': 0.028063308721195487, '2': 0.04007179589938139, '3': 0.053950090982407835, '4': 0.06848555793308164, '5': 0.08197081572828964, '6': 0.09250665082755395, '7': 0.09843285924940709, '8': 0.0987553620129979, '9': 0.09341889203508748, '10': 0.08332247870320383, '11': 0.07007177064534462, '12': 0.05556194556819272, '13': 0.04153988018290249, '14': 0.02928238702430968, '15': 0.019462613365843408, '16': 0.012196894748438264, '17': 0.007206938881462074, '18': 0.004015187622928967, '19': 0.0021091831388140286, '20': 0.0010446629198551751}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -1.3168, 'recent_quality_edge': -0.56, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.0519}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 8, 'home_runs': 6, 'score_text': 'HOU 8 - 6 OAK', 'winner': 'HOU'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 6, 'score_text': 'HOU 8 - 6 OAK', 'winner': 'HOU'}, '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': 0.0633, 'recent_form_edge_home_minus_away': -0.49, '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': 8, 'home_runs': 6, 'winner': 'HOU', 'model_winner': 'HOU', 'simulation_winner': 'HOU', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'HOU', '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': 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': 8, 'home_runs': 6}, 'simulation_score': {'away_runs': 8, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0519, 'winner': 'HOU', 'score_reviewed': {'away_runs': 8, '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: 170.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 167.
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: 170.
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: 167.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU 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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU 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: HOU 8 - 6 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 8 - 6 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: HOU wins 8-6.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=HOU, simulation=HOU, published=HOU.
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: 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): HOU wins 8-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: HOU wins 8-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 8-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 8-6, final 8-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 14.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: HOU wins 8-6.
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: 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: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match OAK pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match OAK pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match OAK pitching: 9.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=39 matches OAK BF=39.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 8.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match HOU pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match HOU pitching: 11.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match HOU pitching: 10.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=43 matches HOU BF=43.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.735 -> 0.640 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.734518, 'sample_size': 229, 'empirical_hit_rate': 0.5459, 'empirical_weight': 0.5, 'blended_confidence': 0.640209, 'published_confidence': 0.56, '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.
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_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]: 0.560.
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 14 is reasonably close to low-score expected_total_runs 14.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.503/0.690.
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: HOU 8, OAK 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 8 - OAK 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: HOU.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for HOU; 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': 'HOU', 'opponent_team': 'OAK', 'h2h_net_margin': 12, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 13, 'opponent_runs': 2, 'margin_for_predicted_team': 11, 'winner': 'HOU'}, {'date': '2026-09-25', 'predicted_team_runs': 5, 'opponent_runs': 6, 'margin_for_predicted_team': -1, 'winner': 'OAK'}, {'date': '2026-09-24', 'predicted_team_runs': 7, 'opponent_runs': 5, 'margin_for_predicted_team': 2, 'winner': 'HOU'}], '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': 2, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'HOU', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'HOU', 'actual_margin': 11, 'raw_pick_probability': 0.522895, 'artifact': '20260926_HOU@OAK.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'HOU', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'OAK', 'actual_margin': 1, 'raw_pick_probability': 0.539426, 'artifact': '20260925_HOU@OAK.json', 'verification': 'pregame_official_final'}, {'date': '20260924', 'away': 'HOU', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'HOU', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260924_HOU@OAK.json', 'verification': 'pregame_official_final'}, {'date': '20260823', 'away': 'OAK', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'OAK', 'actual_winner': 'OAK', 'actual_margin': 1, 'raw_pick_probability': 0.505, 'artifact': '20260823_OAK@HOU.json', 'verification': 'pregame_official_final'}, {'date': '20260822', 'away': 'OAK', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'OAK', 'actual_margin': 1, 'raw_pick_probability': 0.554445, 'artifact': '20260822_OAK@HOU.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'HOU', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'HOU', 'output_opponent_team': 'OAK', 'simulation_score_winner': 'HOU', 'final_score_winner': 'HOU', 'pre_simulation_winner': 'HOU', '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': 8, 'home_runs': 6, 'score_text': 'HOU 8 - 6 OAK', 'winner': 'HOU'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 6, 'score_text': 'HOU 8 - 6 OAK', 'winner': 'HOU'}, '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': 0.0633, 'recent_form_edge_home_minus_away': -0.49, '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': 8, 'home_runs': 6, 'winner': 'HOU', 'model_winner': 'HOU', 'simulation_winner': 'HOU', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'HOU', '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': 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': 8, 'home_runs': 6}, 'simulation_score': {'away_runs': 8, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0519, 'winner': 'HOU', 'score_reviewed': {'away_runs': 8, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_HOU@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@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': -10.0, 'absolute_net_margin': 10.0, 'home_average_margin': -2.0, 'home_run_delta': -0.0577, 'away_run_delta': 0.0577, 'evidence': [{'game_id': None, 'home_margin': -11.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 1.0}, {'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': 6, 'away_runs': 8, 'probability': 0.01153269520089576}, {'home_runs': 6, 'away_runs': 7, 'probability': 0.011495033184392293}, {'home_runs': 5, 'away_runs': 8, 'probability': 0.011446102783123939}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.011408723549180004}, {'home_runs': 6, 'away_runs': 9, 'probability': 0.010909499857883686}], 'home_distribution': {'0': 0.033903175156965636, '1': 0.05081716729473839, '2': 0.07035276169147696, '3': 0.08996062558215581, '4': 0.1062488901232442, '5': 0.11590360816678932, '6': 0.11678044579875936, '7': 0.1086785712319119, '8': 0.09341536829813102, '9': 0.07416403654926597, '10': 0.054383731974466575, '11': 0.03683369377561705, '12': 0.02304210536659606, '13': 0.013313727446468231, '14': 0.007105224170083437, '15': 0.0035023256573156105, '16': 0.0015945417160147626}, 'away_distribution': {'0': 0.018530723809302325, '1': 0.028063308721195487, '2': 0.04007179589938139, '3': 0.053950090982407835, '4': 0.06848555793308164, '5': 0.08197081572828964, '6': 0.09250665082755395, '7': 0.09843285924940709, '8': 0.0987553620129979, '9': 0.09341889203508748, '10': 0.08332247870320383, '11': 0.07007177064534462, '12': 0.05556194556819272, '13': 0.04153988018290249, '14': 0.02928238702430968, '15': 0.019462613365843408, '16': 0.012196894748438264, '17': 0.007206938881462074, '18': 0.004015187622928967, '19': 0.0021091831388140286, '20': 0.0010446629198551751}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -1.3168, 'recent_quality_edge': -0.56, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.0519}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 8, 'home_runs': 6, 'score_text': 'HOU 8 - 6 OAK', 'winner': 'HOU'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 6, 'score_text': 'HOU 8 - 6 OAK', 'winner': 'HOU'}, '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': 0.0633, 'recent_form_edge_home_minus_away': -0.49, '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': 8, 'home_runs': 6, 'winner': 'HOU', 'model_winner': 'HOU', 'simulation_winner': 'HOU', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'HOU', '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': 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': 8, 'home_runs': 6}, 'simulation_score': {'away_runs': 8, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0519, 'winner': 'HOU', 'score_reviewed': {'away_runs': 8, '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: 170.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 167.
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: 170.
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: 167.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU 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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU 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: HOU 8 - 6 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 8 - 6 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: HOU wins 8-6.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=HOU, simulation=HOU, published=HOU.
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: 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): HOU wins 8-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: HOU wins 8-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 8-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 8-6, final 8-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 14.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: HOU wins 8-6.
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: 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: 2/10 = 0.200.
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_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-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=2, sim=0; HR: current=2, sim=3; RBI: current=5, sim=8; R: current=5, sim=8; BB: current=4, sim=3; 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-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Isaac Paredes: H current=1 box=0, RBI current=1 box=0, SO current=0 box=2; Yainer Diaz: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=0 box=1; Jose Altuve: AB current=4 box=3, H current=1 box=2, 2B current=1 box=0, BB current=0 box=1; Lucas Spence: HR current=0 box=1, RBI current=0 box=4, BB current=1 box=0; Jeremy Peña: H current=1 box=3, HR current=1 box=2, RBI current=1 box=4, BB current=0 box=1; Yordan Alvarez: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Christian Walker: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Taylor Trammell: AB current=3 box=4, R current=0 box=1, BB current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model pitcher projections differ from final simulation pitching box score (ER: current=7, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=32, sim=38; H: current=9, sim=11; 2B: current=2, sim=1; HR: current=2, sim=0; RBI: current=5, sim=6; R: current=4, sim=6; BB: current=3, sim=4; 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-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Shea Langeliers: AB current=4 box=5, H current=1 box=3, HR current=1 box=0, SO current=1 box=0; Henry Bolte: AB current=4 box=5, H current=1 box=3, 2B current=1 box=0, BB current=1 box=0; Jeff McNeil: AB current=4 box=3, H current=1 box=2, RBI current=1 box=3, R current=0 box=1; Joshua Kuroda-Grauer: AB current=3 box=5, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Carlos Cortes: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Zack Gelof: HR current=1 box=0, HBP current=0 box=1; Lawrence Butler: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Donovan Walton: AB current=3 box=4, H current=1 box=0, 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_ml5.64959417858034.142746491388293Base ML historical model prediction
variance_applied64Deterministic baseline target (variance factor 1.0)
enhanced_prediction860.560Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment86Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review86Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target86Capped at max 12 realistic runs
simulation_result86Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
HOU13400000088
OAK400000002611
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentHOUbatting34920255480000
currentHOUpitching11064109.0600
currentOAKbatting32920254380000
currentOAKpitching838399.0700
simulationHOUbatting358003883901
simulationHOUpitching11064109.0643170
simulationOAKbatting38111006641001
simulationOAKpitching838399.0839167
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentHOU3BIsaac Paredes041000111000.250
currentHOUCYainer Diaz041100010100.250
currentHOU2BJose Altuve041100100100.250
currentHOUCFLucas Spence041000101100.250
currentHOUSSJeremy Peña041001110100.250
currentHOUDHYordan Alvarez041001111100.250
currentHOU1BChristian Walker041000010100.250
currentHOULFTaylor Trammell031000001100.333
currentHOURFCam Smith031000000100.333
currentOAKDHShea Langeliers041001110100.250
currentOAKCFHenry Bolte041100101100.250
currentOAK1BJeff McNeil041100010000.250
currentOAKSSJoshua Kuroda-Grauer031000000100.333
currentOAKLFCarlos Cortes031000000100.333
currentOAK3BZack Gelof041001110100.250
currentOAKRFLawrence Butler041000111100.250
currentOAK2BDonovan Walton031000001100.333
currentOAKCBrian Serven031000010100.333
simulationHOU1SSJeremy Peña543002141000.750
simulationHOU2DHYordan Alvarez550000100000.000
simulationHOU33BIsaac Paredes540000101200.000
simulationHOU42BJose Altuve432000101000.667
simulationHOU5CYainer Diaz440000100100.000
simulationHOU61BChristian Walker430000000210.000
simulationHOU7CFLucas Spence441001140100.250
simulationHOU8RFCam Smith441000100100.250
simulationHOU9LFTaylor Trammell441000100200.250
simulationOAK1CFHenry Bolte553000100100.600
simulationOAK2RFLawrence Butler540000001100.000
simulationOAK3DHShea Langeliers553000110000.600
simulationOAK43BZack Gelof541000110110.250
simulationOAK51BJeff McNeil532100132100.667
simulationOAK62BDonovan Walton540000001300.000
simulationOAK7SSJoshua Kuroda-Grauer551000110200.200
simulationOAK8LFCarlos Cortes441000100000.250
simulationOAK9CBrian Serven440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentHOU1Peter LambertStarter5.1744360006.753.871.26
currentHOU2Logan VanWeySetup Man1.1000020000.001.540.94
currentHOU3Bryan AbreuMiddle Reliever (High Leverage)1.0100100000.003.731.32
currentHOU4Josh HaderCloser1.0000010000.000.810.69
currentHOU5AJ BlubaughMiddle Reliever (High Leverage)0.13220100054.003.661.23
currentOAK1Seth JohnsonStarter4.08871530015.755.061.56
currentOAK2Scott BlewettMiddle Reliever (High Leverage)1.1000100000.002.751.36
currentOAK3Elvis AlvaradoCloser1.0000110000.003.831.26
currentOAK4Hogan HarrisSetup Man1.0000010000.003.331.45
currentOAK5Luis MedinaMiddle Reliever (High Leverage)1.0000010000.002.841.32
currentOAK6Brady BassoMiddle Reliever0.2000010000.005.361.60
simulationHOU1Peter LambertStarter5.1744360271076.753.871.26
simulationHOU2Josh HaderCloser1.00000103130.000.810.69
simulationHOU3Logan VanWeySetup Man1.10000204170.001.540.94
simulationHOU4Bryan AbreuMiddle Reliever (High Leverage)1.01001005200.003.731.32
simulationHOU5AJ BlubaughMiddle Reliever (High Leverage)0.132201041354.003.661.23
simulationOAK1Seth JohnsonStarter4.0888153219018.005.061.56
simulationOAK2Elvis AlvaradoCloser1.00001104170.003.831.26
simulationOAK3Hogan HarrisSetup Man1.00000103130.003.331.45
simulationOAK4Luis MedinaMiddle Reliever (High Leverage)1.00000103130.002.841.32
simulationOAK5Scott BlewettMiddle Reliever (High Leverage)1.10001005230.002.751.36
simulationOAK6Brady BassoMiddle Reliever0.20000103110.005.361.60
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
HOUPeter LambertStarter5.1473627107
HOULogan VanWeySetup Man1.10002417
HOUBryan AbreuMiddle Reliever (High Leverage)1.00110520
HOUJosh HaderCloser1.00001313
HOUAJ BlubaughMiddle Reliever (High Leverage)0.12301413
OAKSeth JohnsonStarter4.088152190
OAKScott BlewettMiddle Reliever (High Leverage)1.10010523
OAKElvis AlvaradoCloser1.00011417
OAKHogan HarrisSetup Man1.00001313
OAKLuis MedinaMiddle Reliever (High Leverage)1.00001313
OAKBrady BassoMiddle Reliever0.20001311
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.

20260927_LAA@SEA

20260927_LAA@SEA.json • 2026-09-27

LAA 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_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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=7, sim=9; 2B: current=1, sim=2; 3B: current=0, sim=1; RBI: current=4, sim=3; BB: current=2, sim=0; 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: Zach Neto: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Wade Meckler: R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Vaughn Grissom: RBI current=1 box=0, SO current=1 box=0; Moisés Ballesteros: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Josh Lowe: H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Oswald Peraza: AB current=3 box=4, H current=0 box=3, 2B current=0 box=1, R current=0 box=1; Bryce Teodosio: AB current=3 box=4; Christian Moore: AB current=3 box=4, H current=1 box=2, 3B current=0 box=1, R 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=32; 2B: current=1, sim=2; 3B: current=0, sim=1; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=4, sim=1).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: Cal Raleigh: H current=1 box=2, 2B current=0 box=2, RBI current=1 box=0, R current=0 box=1; Dominic Canzone: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Randy Arozarena: H current=1 box=3, 3B current=0 box=1, HR current=1 box=2, RBI current=1 box=4; Julio Rodríguez: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; J.P. Crawford: H current=1 box=2, BB current=1 box=0, SO current=1 box=2; Josh Naylor: RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Jhonny Pereda: H current=1 box=0, SO current=1 box=0; Cole Young: AB current=4 box=2, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match SEA pitching: 0.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match SEA pitching: 9.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match SEA pitching: 11.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=37 matches SEA BF=37.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match LAA pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match LAA pitching: 2.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match LAA pitching: 8.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match LAA pitching: 9.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=33 matches LAA BF=33.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.564 -> 0.558 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': 279, 'empirical_hit_rate': 0.552, 'empirical_weight': 0.5, 'blended_confidence': 0.5578, 'published_confidence': 0.56, '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-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA 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_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]: 0.440.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.560.
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: 0.503/0.690.
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: LAA 9, SEA 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 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=0.56, reasons=recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; 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', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'SEA', 'opponent_team': 'LAA', 'h2h_net_margin': 0, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 8, 'opponent_runs': 4, 'margin_for_predicted_team': 4, 'winner': 'SEA'}, {'date': '2026-09-25', 'predicted_team_runs': 5, 'opponent_runs': 7, 'margin_for_predicted_team': -2, 'winner': 'LAA'}, {'date': '2026-09-24', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'LAA'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 9, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 2, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 4, 'raw_pick_probability': 0.518021, 'artifact': '20260926_LAA@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'LAA', 'actual_margin': 2, 'raw_pick_probability': 0.518016, 'artifact': '20260925_LAA@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260924', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'LAA', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260924_LAA@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260916', 'away': 'SEA', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 5, 'raw_pick_probability': 0.505216, 'artifact': '20260916_SEA@LAA.json', 'verification': 'pregame_official_final'}, {'date': '20260915', 'away': 'SEA', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'LAA', 'actual_margin': 1, 'raw_pick_probability': 0.53, 'artifact': '20260915_SEA@LAA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SEA', 'guardrail_opponent_team': 'LAA', 'output_pre_simulation_winner': 'SEA', 'output_opponent_team': 'LAA', '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': 'LAA 3 - 5 SEA', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'LAA 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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0969, 'recent_form_edge_home_minus_away': 0.25, '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': 0.6667, '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': 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': 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': 0.3159, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_LAA@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@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': 4.0, 'absolute_net_margin': 4.0, 'home_average_margin': 0.8, 'home_run_delta': 0.0231, 'away_run_delta': -0.0231, 'evidence': [{'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -2.0}, {'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': 4, 'probability': 0.018247406535588213}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.017925988138853925}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01744690816043522}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.01713959011839124}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.017118316654488614}], 'home_distribution': {'0': 0.04590000506874616, '1': 0.068272125287155, '2': 0.09236255751903003, '3': 0.11365022924547595, '4': 0.12719396937429897, '5': 0.12947459576955728, '6': 0.11987384768291737, '7': 0.10094531454014366, '8': 0.07731606176164099, '9': 0.05386108794931847, '10': 0.03412733356391707, '11': 0.01966760292514507, '12': 0.010309137791734327, '13': 0.004914904637845052, '14': 0.002131226883074605}, 'away_distribution': {'0': 0.05684858055351045, '1': 0.0839707461994676, '2': 0.11125348772716633, '3': 0.13221370997717807, '4': 0.1409342614829668, '5': 0.13475159398441178, '6': 0.11556557202165559, '7': 0.08889969487514558, '8': 0.06134078117590277, '9': 0.03796431511082255, '10': 0.021075557494002715, '11': 0.010494453038373087, '12': 0.004687246359396607}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 0.3137, 'recent_quality_edge': 0.32, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.3159}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'LAA 3 - 5 SEA', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'LAA 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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0969, 'recent_form_edge_home_minus_away': 0.25, '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': 0.6667, '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': 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': 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': 0.3159, '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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 137.
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: 157.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA 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_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA 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: LAA 3 - 5 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 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: 0.560.
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): 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_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_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
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match SEA pitching: 0.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match SEA pitching: 9.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match SEA pitching: 11.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=37 matches SEA BF=37.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match LAA pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match LAA pitching: 2.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match LAA pitching: 8.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match LAA pitching: 9.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=33 matches LAA BF=33.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.564 -> 0.558 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': 279, 'empirical_hit_rate': 0.552, 'empirical_weight': 0.5, 'blended_confidence': 0.5578, 'published_confidence': 0.56, '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-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA 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_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]: 0.440.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.560.
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: 0.503/0.690.
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: LAA 9, SEA 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 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=0.56, reasons=recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; 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', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'SEA', 'opponent_team': 'LAA', 'h2h_net_margin': 0, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 8, 'opponent_runs': 4, 'margin_for_predicted_team': 4, 'winner': 'SEA'}, {'date': '2026-09-25', 'predicted_team_runs': 5, 'opponent_runs': 7, 'margin_for_predicted_team': -2, 'winner': 'LAA'}, {'date': '2026-09-24', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'LAA'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 9, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 2, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 4, 'raw_pick_probability': 0.518021, 'artifact': '20260926_LAA@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'LAA', 'actual_margin': 2, 'raw_pick_probability': 0.518016, 'artifact': '20260925_LAA@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260924', 'away': 'LAA', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'LAA', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260924_LAA@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260916', 'away': 'SEA', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 5, 'raw_pick_probability': 0.505216, 'artifact': '20260916_SEA@LAA.json', 'verification': 'pregame_official_final'}, {'date': '20260915', 'away': 'SEA', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'LAA', 'actual_margin': 1, 'raw_pick_probability': 0.53, 'artifact': '20260915_SEA@LAA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SEA', 'guardrail_opponent_team': 'LAA', 'output_pre_simulation_winner': 'SEA', 'output_opponent_team': 'LAA', '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': 'LAA 3 - 5 SEA', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'LAA 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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0969, 'recent_form_edge_home_minus_away': 0.25, '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': 0.6667, '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': 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': 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': 0.3159, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_LAA@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@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': 4.0, 'absolute_net_margin': 4.0, 'home_average_margin': 0.8, 'home_run_delta': 0.0231, 'away_run_delta': -0.0231, 'evidence': [{'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -2.0}, {'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': 4, 'probability': 0.018247406535588213}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.017925988138853925}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01744690816043522}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.01713959011839124}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.017118316654488614}], 'home_distribution': {'0': 0.04590000506874616, '1': 0.068272125287155, '2': 0.09236255751903003, '3': 0.11365022924547595, '4': 0.12719396937429897, '5': 0.12947459576955728, '6': 0.11987384768291737, '7': 0.10094531454014366, '8': 0.07731606176164099, '9': 0.05386108794931847, '10': 0.03412733356391707, '11': 0.01966760292514507, '12': 0.010309137791734327, '13': 0.004914904637845052, '14': 0.002131226883074605}, 'away_distribution': {'0': 0.05684858055351045, '1': 0.0839707461994676, '2': 0.11125348772716633, '3': 0.13221370997717807, '4': 0.1409342614829668, '5': 0.13475159398441178, '6': 0.11556557202165559, '7': 0.08889969487514558, '8': 0.06134078117590277, '9': 0.03796431511082255, '10': 0.021075557494002715, '11': 0.010494453038373087, '12': 0.004687246359396607}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 0.3137, 'recent_quality_edge': 0.32, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.3159}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'LAA 3 - 5 SEA', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'LAA 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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0969, 'recent_form_edge_home_minus_away': 0.25, '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': 0.6667, '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': 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': 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': 0.3159, '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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 137.
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: 157.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA 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_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA 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: LAA 3 - 5 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 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: 0.560.
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): 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_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_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_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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=7, sim=9; 2B: current=1, sim=2; 3B: current=0, sim=1; RBI: current=4, sim=3; BB: current=2, sim=0; 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: Zach Neto: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Wade Meckler: R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Vaughn Grissom: RBI current=1 box=0, SO current=1 box=0; Moisés Ballesteros: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Josh Lowe: H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Oswald Peraza: AB current=3 box=4, H current=0 box=3, 2B current=0 box=1, R current=0 box=1; Bryce Teodosio: AB current=3 box=4; Christian Moore: AB current=3 box=4, H current=1 box=2, 3B current=0 box=1, R 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=32; 2B: current=1, sim=2; 3B: current=0, sim=1; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=4, sim=1).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: Cal Raleigh: H current=1 box=2, 2B current=0 box=2, RBI current=1 box=0, R current=0 box=1; Dominic Canzone: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Randy Arozarena: H current=1 box=3, 3B current=0 box=1, HR current=1 box=2, RBI current=1 box=4; Julio Rodríguez: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; J.P. Crawford: H current=1 box=2, BB current=1 box=0, SO current=1 box=2; Josh Naylor: RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Jhonny Pereda: H current=1 box=0, SO current=1 box=0; Cole Young: AB current=4 box=2, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.61769268558657455.219393250782495Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.560Enhanced 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
LAA00000012039
SEA20000210058
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLAAbatting327101432110000
currentLAApitching825198.0500
currentSEAbatting34810144490000
currentSEApitching9130119.0300
simulationLAAbatting3692113301101
simulationLAApitching825198.0533137
simulationSEAbatting328212551900
simulationSEApitching9130119.0337157
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAADHZach Neto041001111200.250
currentLAALFWade Meckler041100101100.250
currentLAA1BVaughn Grissom041000010100.250
currentLAACMoisés Ballesteros041000000100.250
currentLAARFJosh Lowe031000000100.333
currentLAASSOswald Peraza030000000100.000
currentLAACFBryce Teodosio030000000100.000
currentLAA2BChristian Moore031000010200.333
currentLAA3BDenzer Guzman041000110100.250
currentSEADHCal Raleigh041000011100.250
currentSEARFDominic Canzone041100110100.250
currentSEALFRandy Arozarena041001111100.250
currentSEACFJulio Rodríguez041000010100.250
currentSEASSJ.P. Crawford041000101100.250
currentSEA1BJosh Naylor041000000100.250
currentSEACJhonny Pereda031000000100.333
currentSEA2BCole Young041000100100.250
currentSEA3BWeston Wilson030000001100.000
simulationLAA1DHZach Neto551000000100.200
simulationLAA2LFWade Meckler441100000200.250
simulationLAA31BVaughn Grissom441000000000.250
simulationLAA4CMoisés Ballesteros441001120100.250
simulationLAA53BDenzer Guzman440000000300.000
simulationLAA6RFJosh Lowe430000000210.000
simulationLAA7SSOswald Peraza443100100000.750
simulationLAA82BChristian Moore442010110100.500
simulationLAA9CFBryce Teodosio440000000100.000
simulationSEA1SSJ.P. Crawford442000100200.500
simulationSEA2LFRandy Arozarena443012140000.750
simulationSEA3RFDominic Canzone440000000000.000
simulationSEA4DHCal Raleigh442200100000.500
simulationSEA5CFJulio Rodríguez440000000200.000
simulationSEA61BJosh Naylor441000110200.250
simulationSEA72BCole Young320000101100.000
simulationSEA8CJhonny Pereda330000000000.000
simulationSEA93BWeston Wilson330000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAA1Yusei KikuchiStarter5.0644182007.204.881.55
currentLAA3Ryan WatsonSetup Man1.0000010000.004.001.26
currentLAA5Mitch FarrisCloser2.0211000004.504.051.48
currentSEA1Logan GilbertStarter5.24000100000.003.811.10
currentSEA2Eduard BazardoSetup Man1.02220110018.003.801.42
currentSEA3Gabe SpeierMiddle Reliever (High Leverage)1.0100000000.002.931.09
currentSEA4José A. FerrerCloser1.1211000006.754.181.45
simulationLAA1Yusei KikuchiStarter5.064418222937.204.881.55
simulationLAA2Mitch FarrisCloser2.02110008314.504.051.48
simulationLAA3Ryan WatsonSetup Man1.00000103130.004.001.26
simulationSEA1Logan GilbertStarter5.2400010022950.003.811.10
simulationSEA2José A. FerrerCloser1.12110006276.754.181.45
simulationSEA3Eduard BazardoSetup Man1.022201151918.003.801.42
simulationSEA4Gabe SpeierMiddle Reliever (High Leverage)1.01000004160.002.931.09
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LAAYusei KikuchiStarter5.046182293
LAARyan WatsonSetup Man1.00001313
LAAMitch FarrisCloser2.01200831
SEALogan GilbertStarter5.2040102295
SEAEduard BazardoSetup Man1.02201519
SEAGabe SpeierMiddle Reliever (High Leverage)1.00100416
SEAJosé A. FerrerCloser1.11200627
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.

20260927_LAD@SF

20260927_LAD@SF.json • 2026-09-27

LAD 6 - SF 3
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_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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model pitcher projections differ from final simulation pitching box score (HR: current=1, sim=2).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; 2B: current=1, sim=3; HR: current=1, sim=3; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=4, sim=1; SO: current=7, sim=9).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: Shohei Ohtani: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Teoscar Hernández: H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Kyle Tucker: 2B current=0 box=1, BB current=1 box=0, SO current=0 box=1; Mookie Betts: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, SO current=0 box=2; Max Muncy: AB current=4 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Freddie Freeman: H current=1 box=0, 2B current=1 box=0, BB current=1 box=0, SO current=1 box=2; Hunter Feduccia: AB current=3 box=4, SO current=1 box=2; Tommy Edman: AB current=3 box=4, H 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-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=30, sim=32; H: current=7, sim=5; 2B: current=1, sim=2; HR: current=1, sim=2; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=2, sim=3; SO: current=10, sim=8).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: Shay Whitcomb: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jonah Cox: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Victor Bericoto: H current=1 box=2, 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=0; Bo Davidson: HR current=0 box=1, SO current=1 box=3; Marcelo Mayer: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Drew Cavanaugh: H current=1 box=0, SO current=1 box=0; Scott Bandura: AB current=3 box=4, H current=0 box=1, 2B current=0 box=1; Christian Koss: 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.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match SF pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match SF pitching: 3.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match SF pitching: 8.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match SF pitching: 9.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=36 matches SF BF=36.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match LAD pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match LAD pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match LAD pitching: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match LAD pitching: 8.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=35 matches LAD BF=35.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.586 -> 0.577 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5864, 'sample_size': 127, 'empirical_hit_rate': 0.5669, 'empirical_weight': 0.5, 'blended_confidence': 0.57665, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF 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_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]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.420.
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: 0.503/0.690.
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: LAD 8, SF 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 6 - SF 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAD; cap=0.58, reasons=local prediction memory shows 5 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 5 straight prior same-side picks'], 'signals': {'predicted_team': 'LAD', 'opponent_team': 'SF', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'LAD'}, {'date': '2026-09-25', 'predicted_team_runs': 2, 'opponent_runs': 0, 'margin_for_predicted_team': 2, 'winner': 'LAD'}, {'date': '2026-09-20', 'predicted_team_runs': 3, 'opponent_runs': 1, 'margin_for_predicted_team': 2, 'winner': 'LAD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 5, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'LAD', 'home': 'SF', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 1, 'raw_pick_probability': 0.553474, 'artifact': '20260926_LAD@SF.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'LAD', 'home': 'SF', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 2, 'raw_pick_probability': 0.566085, 'artifact': '20260925_LAD@SF.json', 'verification': 'pregame_official_final'}, {'date': '20260920', 'away': 'SF', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 2, 'raw_pick_probability': 0.58, 'artifact': '20260920_SF@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260919', 'away': 'SF', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 6, 'raw_pick_probability': 0.565131, 'artifact': '20260919_SF@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'SF', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 6, 'raw_pick_probability': 0.538282, 'artifact': '20260918_SF@LAD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAD', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'LAD', 'output_opponent_team': 'SF', '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': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'LAD 6 - 3 SF', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'LAD 6 - 3 SF', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0029, 'recent_form_edge_home_minus_away': -1.146, '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': 3, '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': 3, 'published_winner': 'LAD', 'published_winner_draw_share': 0.6667, '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': 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': 3}, 'simulation_score': {'away_runs': 6, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.6311, 'winner': 'LAD', 'score_reviewed': {'away_runs': 6, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_LAD@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@SF.
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': -17.0, 'absolute_net_margin': 17.0, 'home_average_margin': -3.4, 'home_run_delta': -0.0981, 'away_run_delta': 0.0981, 'evidence': [{'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -6.0}, {'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': 4, 'probability': 0.01954828371386825}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.0195423111003728}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.019090962987667506}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.0190851300999905}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.017749180116119846}], 'home_distribution': {'0': 0.065610509578725, '1': 0.09635796359256105, '2': 0.12548467223928364, '3': 0.14490474712942605, '4': 0.14837591535860192, '5': 0.1347203102401079, '6': 0.10846549498506376, '7': 0.07743530190665761, '8': 0.04902021983315085, '9': 0.02751695529828516, '10': 0.013696650290467018, '11': 0.006045291142782789, '12': 0.002365968404887225}, 'away_distribution': {'0': 0.04909625105871393, '1': 0.07287972313166184, '2': 0.09800366647045199, '3': 0.11938648332391494, '4': 0.13174836136055526, '5': 0.13170810810596867, '6': 0.1192770878145432, '7': 0.09785404196618301, '8': 0.07272399664688074, '9': 0.04896141193856422, '10': 0.029861206804832698, '11': 0.01649825468629886, '12': 0.008257448589865346, '13': 0.0037439581015650874}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -2.0807, 'recent_quality_edge': -0.796, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.6311}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'LAD 6 - 3 SF', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'LAD 6 - 3 SF', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0029, 'recent_form_edge_home_minus_away': -1.146, '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': 3, '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': 3, 'published_winner': 'LAD', 'published_winner_draw_share': 0.6667, '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': 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': 3}, 'simulation_score': {'away_runs': 6, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.6311, 'winner': 'LAD', 'score_reviewed': {'away_runs': 6, '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: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
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: 145.
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: 145.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF 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_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_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_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 6 - 3 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 6 - 3 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
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): LAD wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 6-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-3, final 6-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 6-3.
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_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
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match SF pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match SF pitching: 3.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match SF pitching: 8.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match SF pitching: 9.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=36 matches SF BF=36.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match LAD pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match LAD pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match LAD pitching: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match LAD pitching: 8.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=35 matches LAD BF=35.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.586 -> 0.577 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5864, 'sample_size': 127, 'empirical_hit_rate': 0.5669, 'empirical_weight': 0.5, 'blended_confidence': 0.57665, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF 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_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]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.420.
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: 0.503/0.690.
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: LAD 8, SF 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 6 - SF 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAD; cap=0.58, reasons=local prediction memory shows 5 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 5 straight prior same-side picks'], 'signals': {'predicted_team': 'LAD', 'opponent_team': 'SF', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'LAD'}, {'date': '2026-09-25', 'predicted_team_runs': 2, 'opponent_runs': 0, 'margin_for_predicted_team': 2, 'winner': 'LAD'}, {'date': '2026-09-20', 'predicted_team_runs': 3, 'opponent_runs': 1, 'margin_for_predicted_team': 2, 'winner': 'LAD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 5, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'LAD', 'home': 'SF', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 1, 'raw_pick_probability': 0.553474, 'artifact': '20260926_LAD@SF.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'LAD', 'home': 'SF', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 2, 'raw_pick_probability': 0.566085, 'artifact': '20260925_LAD@SF.json', 'verification': 'pregame_official_final'}, {'date': '20260920', 'away': 'SF', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 2, 'raw_pick_probability': 0.58, 'artifact': '20260920_SF@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260919', 'away': 'SF', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 6, 'raw_pick_probability': 0.565131, 'artifact': '20260919_SF@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'SF', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 6, 'raw_pick_probability': 0.538282, 'artifact': '20260918_SF@LAD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAD', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'LAD', 'output_opponent_team': 'SF', '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': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'LAD 6 - 3 SF', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'LAD 6 - 3 SF', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0029, 'recent_form_edge_home_minus_away': -1.146, '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': 3, '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': 3, 'published_winner': 'LAD', 'published_winner_draw_share': 0.6667, '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': 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': 3}, 'simulation_score': {'away_runs': 6, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.6311, 'winner': 'LAD', 'score_reviewed': {'away_runs': 6, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_LAD@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@SF.
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': -17.0, 'absolute_net_margin': 17.0, 'home_average_margin': -3.4, 'home_run_delta': -0.0981, 'away_run_delta': 0.0981, 'evidence': [{'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -6.0}, {'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': 4, 'probability': 0.01954828371386825}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.0195423111003728}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.019090962987667506}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.0190851300999905}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.017749180116119846}], 'home_distribution': {'0': 0.065610509578725, '1': 0.09635796359256105, '2': 0.12548467223928364, '3': 0.14490474712942605, '4': 0.14837591535860192, '5': 0.1347203102401079, '6': 0.10846549498506376, '7': 0.07743530190665761, '8': 0.04902021983315085, '9': 0.02751695529828516, '10': 0.013696650290467018, '11': 0.006045291142782789, '12': 0.002365968404887225}, 'away_distribution': {'0': 0.04909625105871393, '1': 0.07287972313166184, '2': 0.09800366647045199, '3': 0.11938648332391494, '4': 0.13174836136055526, '5': 0.13170810810596867, '6': 0.1192770878145432, '7': 0.09785404196618301, '8': 0.07272399664688074, '9': 0.04896141193856422, '10': 0.029861206804832698, '11': 0.01649825468629886, '12': 0.008257448589865346, '13': 0.0037439581015650874}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -2.0807, 'recent_quality_edge': -0.796, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.6311}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'LAD 6 - 3 SF', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'LAD 6 - 3 SF', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0029, 'recent_form_edge_home_minus_away': -1.146, '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': 3, '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': 3, 'published_winner': 'LAD', 'published_winner_draw_share': 0.6667, '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': 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': 3}, 'simulation_score': {'away_runs': 6, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.6311, 'winner': 'LAD', 'score_reviewed': {'away_runs': 6, '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: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
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: 145.
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: 145.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF 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_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_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_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 6 - 3 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 6 - 3 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
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): LAD wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 6-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-3, final 6-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 6-3.
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_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_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_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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model pitcher projections differ from final simulation pitching box score (HR: current=1, sim=2).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; 2B: current=1, sim=3; HR: current=1, sim=3; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=4, sim=1; SO: current=7, sim=9).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: Shohei Ohtani: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Teoscar Hernández: H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Kyle Tucker: 2B current=0 box=1, BB current=1 box=0, SO current=0 box=1; Mookie Betts: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, SO current=0 box=2; Max Muncy: AB current=4 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Freddie Freeman: H current=1 box=0, 2B current=1 box=0, BB current=1 box=0, SO current=1 box=2; Hunter Feduccia: AB current=3 box=4, SO current=1 box=2; Tommy Edman: AB current=3 box=4, H 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-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=30, sim=32; H: current=7, sim=5; 2B: current=1, sim=2; HR: current=1, sim=2; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=2, sim=3; SO: current=10, sim=8).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: Shay Whitcomb: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jonah Cox: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Victor Bericoto: H current=1 box=2, 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=0; Bo Davidson: HR current=0 box=1, SO current=1 box=3; Marcelo Mayer: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Drew Cavanaugh: H current=1 box=0, SO current=1 box=0; Scott Bandura: AB current=3 box=4, H current=0 box=1, 2B current=0 box=1; Christian Koss: 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_ml6.19522807887791952.2530065137073514Base ML historical model prediction
variance_applied62Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.580Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment63Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review63Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target63Capped at max 12 realistic runs
simulation_result63Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAD00000130268
SF02100000035
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLADbatting33810145470000
currentLADpitching513389.0300
currentSFbatting307101442100000
currentSFpitching836199.0600
simulationLADbatting358303661900
simulationLADpitching523389.0335145
simulationSFbatting325202333800
simulationSFpitching836199.0636145
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLADDHShohei Ohtani041001111100.250
currentLADLFTeoscar Hernández041000100100.250
currentLADRFKyle Tucker041000101000.250
currentLADSSMookie Betts041000110000.250
currentLAD3BMax Muncy041000011100.250
currentLAD1BFreddie Freeman041100001100.250
currentLADCHunter Feduccia030000000100.000
currentLAD2BTommy Edman031000000100.333
currentLADCFAndy Pages031000110100.333
currentSF1BShay Whitcomb031000010100.333
currentSF2BJonah Cox041100111200.250
currentSFDHVictor Bericoto041001110100.250
currentSFRFBo Davidson041000110100.250
currentSF3BMarcelo Mayer031000000100.333
currentSFCDrew Cavanaugh031000001100.333
currentSFLFScott Bandura030000000100.000
currentSFSSChristian Koss030000000100.000
currentSFCFDrew Gilbert031000100100.333
simulationLAD1DHShohei Ohtani440000100100.000
simulationLAD2SSMookie Betts442101110200.500
simulationLAD31BFreddie Freeman440000000200.000
simulationLAD4RFKyle Tucker441100100100.250
simulationLAD5LFTeoscar Hernández442001120100.500
simulationLAD63BMax Muncy432001121000.667
simulationLAD7CFAndy Pages441100110000.250
simulationLAD8CHunter Feduccia440000000200.000
simulationLAD92BTommy Edman440000000000.000
simulationSF12BJonah Cox430000001100.000
simulationSF2RFBo Davidson441001110300.250
simulationSF3DHVictor Bericoto442100100000.500
simulationSF43BMarcelo Mayer440000000200.000
simulationSF51BShay Whitcomb430000001000.000
simulationSF6CDrew Cavanaugh430000001000.000
simulationSF7LFScott Bandura441100000100.250
simulationSF8SSChristian Koss441001120000.250
simulationSF9CFDrew Gilbert330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAD1Jack DreyerStarter5.0311271001.803.161.10
currentLAD2Alex VesiaMiddle Reliever (High Leverage)1.02221000018.002.681.09
currentLAD3Brock StewartSetup Man2.0000010000.002.360.97
currentLAD4Tanner ScottCloser1.0000000000.002.690.99
currentSF1Carson SeymourStarter4.0644162009.004.701.53
currentSF2Dylan SmithCloser3.0000030000.003.961.45
currentSF5Trent HarrisSetup Man2.0222001009.002.421.12
simulationLAD1Jack DreyerStarter5.031127220841.803.161.10
simulationLAD2Tanner ScottCloser1.00000003130.002.690.99
simulationLAD3Brock StewartSetup Man2.00000106250.002.360.97
simulationLAD4Alex VesiaMiddle Reliever (High Leverage)1.022210062318.002.681.09
simulationSF1Carson SeymourStarter4.064416219769.004.701.53
simulationSF2Dylan SmithCloser3.00000309380.003.961.45
simulationSF3Trent HarrisSetup Man2.02220018319.002.421.12
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LADJack DreyerStarter5.013272084
LADAlex VesiaMiddle Reliever (High Leverage)1.02210623
LADBrock StewartSetup Man2.00001625
LADTanner ScottCloser1.00000313
SFCarson SeymourStarter4.046161976
SFDylan SmithCloser3.00003938
SFTrent HarrisSetup Man2.02200831
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.

20260927_NYM@WAS

20260927_NYM@WAS.json • 2026-09-27

NYM 7 - WAS 5
WARNING

Final simulation is structurally valid with warnings to review. Risk score: 10.

CRITICAL 0ERROR 0WARN 1PASS 99INFO 9
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNPitch count summary differs by pitcher
Pitch-count rows disagree with individual pitching box-score rows. Recalculate pitch_count_summary from the same final pitcher ledger used by box_score.pitching.
0C / 0E / 1WNYMNYM pitch_count row for Sean Manaea differs from pitching box score: batters_faced/BF: summary=26, box=24.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNpitch_countsimulationNYMSean ManaeaPITCH_COUNT_PITCHER_MATCHNYM pitch_count row for Sean Manaea differs from pitching box score: batters_faced/BF: summary=26, box=24.
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNpitch_countsimulationNYMSean ManaeaPITCH_COUNT_PITCHER_MATCHNYM pitch_count row for Sean Manaea differs from pitching box score: batters_faced/BF: summary=26, box=24.
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_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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model pitcher projections differ from final simulation pitching box score (H: current=8, sim=7).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=32, sim=40; H: current=9, sim=13; 2B: current=1, sim=2; RBI: current=5, sim=7; R: current=4, sim=7; BB: current=3, sim=2; SO: current=8, sim=11; 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-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Carson Benge: AB current=4 box=5, H current=1 box=3, 2B current=0 box=1; Francisco Lindor: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Marcus Semien: AB current=4 box=5, H current=1 box=2, RBI current=0 box=2, R current=0 box=1; Brett Baty: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; A.J. Ewing: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Ronny Mauricio: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Juan Soto: AB current=4 box=5, H current=1 box=3, HR current=1 box=0, RBI current=1 box=0; Bo Bichette: AB current=4 box=3, 2B 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=8, sim=7; 2B: current=2, sim=1; R: current=6, sim=5; BB: current=3, sim=2; 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-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: James Wood: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; CJ Abrams: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Brady House: AB current=4 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=4; Dylan Crews: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Andrés Chaparro: H current=1 box=2, HR current=1 box=0, BB current=1 box=0; Nasim Nuñez: AB current=3 box=2, BB current=0 box=1; Jacob Young: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Harry Ford: H current=1 box=0, BB 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.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match WAS pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match WAS pitching: 13.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match WAS pitching: 11.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=43 matches WAS BF=43.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match NYM pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match NYM pitching: 9.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=34 matches NYM BF=34.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.560 -> 0.559 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.56, 'sample_size': 288, 'empirical_hit_rate': 0.559, 'empirical_weight': 0.5, 'blended_confidence': 0.5595, 'published_confidence': 0.530557, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
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_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]: 0.531.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.531.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.469.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 12 is reasonably close to low-score expected_total_runs 12.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.503/0.690.
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 13, WAS 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 7 - WAS 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYM; 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': 'NYM', 'opponent_team': 'WAS', 'h2h_net_margin': 6, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 7, 'opponent_runs': 1, 'margin_for_predicted_team': 6, 'winner': 'NYM'}, {'date': '2026-09-25', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'WAS'}, {'date': '2026-08-16', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'NYM'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'NYM', 'home': 'WAS', 'game_number': 1, 'predicted_team': 'WAS', 'actual_winner': 'NYM', 'actual_margin': 6, 'raw_pick_probability': 0.506441, 'artifact': '20260926_NYM@WAS.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'NYM', 'home': 'WAS', 'game_number': 1, 'predicted_team': 'WAS', 'actual_winner': 'WAS', 'actual_margin': 1, 'raw_pick_probability': 0.512742, 'artifact': '20260925_NYM@WAS.json', 'verification': 'pregame_official_final'}, {'date': '20260816', 'away': 'WAS', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'NYM', 'actual_margin': 1, 'raw_pick_probability': 0.624342, 'artifact': '20260816_WAS@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260815', 'away': 'WAS', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'NYM', 'actual_margin': 1, 'raw_pick_probability': 0.571933, 'artifact': '20260815_WAS@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260814', 'away': 'WAS', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'WAS', 'actual_winner': 'NYM', 'actual_margin': 3, 'raw_pick_probability': 0.53, 'artifact': '20260814_WAS@NYM.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYM', 'guardrail_opponent_team': 'WAS', 'output_pre_simulation_winner': 'NYM', 'output_opponent_team': 'WAS', 'simulation_score_winner': 'NYM', 'final_score_winner': 'NYM', 'pre_simulation_winner': 'NYM', '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': 5, 'score_text': 'NYM 7 - 5 WAS', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 5, 'score_text': 'NYM 7 - 5 WAS', 'winner': 'NYM'}, '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': 0.0594, 'recent_form_edge_home_minus_away': -0.194, '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': 5, 'winner': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYM', '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': 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': 7, 'home_runs': 5}, 'simulation_score': {'away_runs': 7, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': -0.155, 'winner': 'NYM', 'score_reviewed': {'away_runs': 7, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_NYM@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@WAS.
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': -10.0, 'absolute_net_margin': 10.0, 'home_average_margin': -2.0, 'home_run_delta': -0.0577, 'away_run_delta': 0.0577, 'evidence': [{'game_id': None, 'home_margin': -6.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -1.0}, {'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': 5, 'away_runs': 6, 'probability': 0.013187941527658646}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.013020450624384243}, {'home_runs': 6, 'away_runs': 6, 'probability': 0.01298919568586277}, {'home_runs': 6, 'away_runs': 7, 'probability': 0.012824228915751577}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01245026690992325}], 'home_distribution': {'0': 0.03712819006872227, '1': 0.0555362784218213, '2': 0.0764110590258, '3': 0.09670348255720367, '4': 0.11257305717308697, '5': 0.12054057445467453, '6': 0.11872399543130621, '7': 0.10755985314699823, '8': 0.08963308577527465, '9': 0.06870572801326073, '10': 0.04844221512111135, '11': 0.031416767094587114, '12': 0.018741547212036948, '13': 0.010283852536119204, '14': 0.0051905417673481485, '15': 0.002409772200648926}, 'away_distribution': {'0': 0.02696580672141111, '1': 0.04060303642002135, '2': 0.056984174216249926, '3': 0.07454193404464202, '4': 0.09088614969293639, '5': 0.10328693857855123, '6': 0.10940665902183462, '7': 0.10801716088784837, '8': 0.09940137943681555, '9': 0.08525948708916206, '10': 0.06816221127680468, '11': 0.05079199574439139, '12': 0.03527747846190145, '13': 0.02283759906314, '14': 0.013780151877852548, '15': 0.007750116221150925, '16': 0.004062684315545234, '17': 0.001985036929741095}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 0.2298, 'recent_quality_edge': 0.016, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.155}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 7, 'home_runs': 5, 'score_text': 'NYM 7 - 5 WAS', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 5, 'score_text': 'NYM 7 - 5 WAS', 'winner': 'NYM'}, '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': 0.0594, 'recent_form_edge_home_minus_away': -0.194, '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': 5, 'winner': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYM', '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': 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': 7, 'home_runs': 5}, 'simulation_score': {'away_runs': 7, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': -0.155, 'winner': 'NYM', 'score_reviewed': {'away_runs': 7, '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: 136.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 179.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 136.
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: 179.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS 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_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYM 7 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 7 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 7-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYM, simulation=NYM, published=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.531.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
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): NYM wins 7-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 7-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-5, final 7-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 12.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 7-5.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match WAS pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match WAS pitching: 13.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match WAS pitching: 11.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=43 matches WAS BF=43.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match NYM pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match NYM pitching: 9.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=34 matches NYM BF=34.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.560 -> 0.559 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.56, 'sample_size': 288, 'empirical_hit_rate': 0.559, 'empirical_weight': 0.5, 'blended_confidence': 0.5595, 'published_confidence': 0.530557, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
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_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]: 0.531.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.531.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.469.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 12 is reasonably close to low-score expected_total_runs 12.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.503/0.690.
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 13, WAS 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 7 - WAS 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYM; 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': 'NYM', 'opponent_team': 'WAS', 'h2h_net_margin': 6, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 7, 'opponent_runs': 1, 'margin_for_predicted_team': 6, 'winner': 'NYM'}, {'date': '2026-09-25', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'WAS'}, {'date': '2026-08-16', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'NYM'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'NYM', 'home': 'WAS', 'game_number': 1, 'predicted_team': 'WAS', 'actual_winner': 'NYM', 'actual_margin': 6, 'raw_pick_probability': 0.506441, 'artifact': '20260926_NYM@WAS.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'NYM', 'home': 'WAS', 'game_number': 1, 'predicted_team': 'WAS', 'actual_winner': 'WAS', 'actual_margin': 1, 'raw_pick_probability': 0.512742, 'artifact': '20260925_NYM@WAS.json', 'verification': 'pregame_official_final'}, {'date': '20260816', 'away': 'WAS', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'NYM', 'actual_margin': 1, 'raw_pick_probability': 0.624342, 'artifact': '20260816_WAS@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260815', 'away': 'WAS', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'NYM', 'actual_margin': 1, 'raw_pick_probability': 0.571933, 'artifact': '20260815_WAS@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260814', 'away': 'WAS', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'WAS', 'actual_winner': 'NYM', 'actual_margin': 3, 'raw_pick_probability': 0.53, 'artifact': '20260814_WAS@NYM.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYM', 'guardrail_opponent_team': 'WAS', 'output_pre_simulation_winner': 'NYM', 'output_opponent_team': 'WAS', 'simulation_score_winner': 'NYM', 'final_score_winner': 'NYM', 'pre_simulation_winner': 'NYM', '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': 5, 'score_text': 'NYM 7 - 5 WAS', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 5, 'score_text': 'NYM 7 - 5 WAS', 'winner': 'NYM'}, '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': 0.0594, 'recent_form_edge_home_minus_away': -0.194, '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': 5, 'winner': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYM', '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': 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': 7, 'home_runs': 5}, 'simulation_score': {'away_runs': 7, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': -0.155, 'winner': 'NYM', 'score_reviewed': {'away_runs': 7, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_NYM@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@WAS.
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': -10.0, 'absolute_net_margin': 10.0, 'home_average_margin': -2.0, 'home_run_delta': -0.0577, 'away_run_delta': 0.0577, 'evidence': [{'game_id': None, 'home_margin': -6.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -1.0}, {'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': 5, 'away_runs': 6, 'probability': 0.013187941527658646}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.013020450624384243}, {'home_runs': 6, 'away_runs': 6, 'probability': 0.01298919568586277}, {'home_runs': 6, 'away_runs': 7, 'probability': 0.012824228915751577}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01245026690992325}], 'home_distribution': {'0': 0.03712819006872227, '1': 0.0555362784218213, '2': 0.0764110590258, '3': 0.09670348255720367, '4': 0.11257305717308697, '5': 0.12054057445467453, '6': 0.11872399543130621, '7': 0.10755985314699823, '8': 0.08963308577527465, '9': 0.06870572801326073, '10': 0.04844221512111135, '11': 0.031416767094587114, '12': 0.018741547212036948, '13': 0.010283852536119204, '14': 0.0051905417673481485, '15': 0.002409772200648926}, 'away_distribution': {'0': 0.02696580672141111, '1': 0.04060303642002135, '2': 0.056984174216249926, '3': 0.07454193404464202, '4': 0.09088614969293639, '5': 0.10328693857855123, '6': 0.10940665902183462, '7': 0.10801716088784837, '8': 0.09940137943681555, '9': 0.08525948708916206, '10': 0.06816221127680468, '11': 0.05079199574439139, '12': 0.03527747846190145, '13': 0.02283759906314, '14': 0.013780151877852548, '15': 0.007750116221150925, '16': 0.004062684315545234, '17': 0.001985036929741095}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 0.2298, 'recent_quality_edge': 0.016, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.155}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 7, 'home_runs': 5, 'score_text': 'NYM 7 - 5 WAS', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 5, 'score_text': 'NYM 7 - 5 WAS', 'winner': 'NYM'}, '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': 0.0594, 'recent_form_edge_home_minus_away': -0.194, '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': 5, 'winner': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYM', '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': 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': 7, 'home_runs': 5}, 'simulation_score': {'away_runs': 7, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': -0.155, 'winner': 'NYM', 'score_reviewed': {'away_runs': 7, '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: 136.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 179.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 136.
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: 179.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS 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_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYM 7 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 7 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 7-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYM, simulation=NYM, published=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.531.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
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): NYM wins 7-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 7-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-5, final 7-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 12.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 7-5.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 5/10 = 0.500.
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_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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model pitcher projections differ from final simulation pitching box score (H: current=8, sim=7).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=32, sim=40; H: current=9, sim=13; 2B: current=1, sim=2; RBI: current=5, sim=7; R: current=4, sim=7; BB: current=3, sim=2; SO: current=8, sim=11; 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-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Carson Benge: AB current=4 box=5, H current=1 box=3, 2B current=0 box=1; Francisco Lindor: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Marcus Semien: AB current=4 box=5, H current=1 box=2, RBI current=0 box=2, R current=0 box=1; Brett Baty: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; A.J. Ewing: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Ronny Mauricio: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Juan Soto: AB current=4 box=5, H current=1 box=3, HR current=1 box=0, RBI current=1 box=0; Bo Bichette: AB current=4 box=3, 2B 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=8, sim=7; 2B: current=2, sim=1; R: current=6, sim=5; BB: current=3, sim=2; 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-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: James Wood: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; CJ Abrams: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Brady House: AB current=4 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=4; Dylan Crews: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Andrés Chaparro: H current=1 box=2, HR current=1 box=0, BB current=1 box=0; Nasim Nuñez: AB current=3 box=2, BB current=0 box=1; Jacob Young: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Harry Ford: H current=1 box=0, BB 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_ml6.3147531116030383.9979935952192145Base ML historical model prediction
variance_applied64Deterministic baseline target (variance factor 1.0)
enhanced_prediction650.531Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment75Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review75Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target75Capped at max 12 realistic runs
simulation_result75Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYM401000200713
WAS00230000057
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYMbatting32910154380000
currentNYMpitching815299.0500
currentWASbatting33820156380000
currentWASpitching13172119.0600
simulationNYMbatting40132017721101
simulationNYMpitching715298.0534136
simulationWASbatting317101552901
simulationWASpitching13172119.0743179
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYMRFCarson Benge041000110100.250
currentNYMSSFrancisco Lindor041000111100.250
currentNYM2BMarcus Semien041000001100.250
currentNYM1BBrett Baty031000000100.333
currentNYMCFA.J. Ewing031000000100.333
currentNYMDHRonny Mauricio031000000100.333
currentNYMLFJuan Soto041001111000.250
currentNYM3BBo Bichette041100110100.250
currentNYMCLuis Torrens031000010100.333
currentWASDHJames Wood041100111100.250
currentWAS2BCJ Abrams041000110100.250
currentWAS3BBrady House041100110100.250
currentWASRFDylan Crews041000100100.250
currentWAS1BAndrés Chaparro041001111100.250
currentWASSSNasim Nuñez030000000000.000
currentWASCFJacob Young031000000100.333
currentWASCHarry Ford031000001100.333
currentWASLFDaylen Lile041000110100.250
simulationNYM1SSFrancisco Lindor552101130100.400
simulationNYM2LFJuan Soto553000100100.600
simulationNYM33BBo Bichette531000101010.333
simulationNYM4RFCarson Benge553100110100.600
simulationNYM52BMarcus Semien552000120100.400
simulationNYM61BBrett Baty542000111200.500
simulationNYM7CLuis Torrens550000100300.000
simulationNYM8CFA.J. Ewing440000000200.000
simulationNYM9DHRonny Mauricio440000000000.000
simulationWAS1DHJames Wood430000101100.000
simulationWAS21BAndrés Chaparro442000110100.500
simulationWAS33BBrady House432101140010.667
simulationWAS42BCJ Abrams440000000200.000
simulationWAS5RFDylan Crews440000000200.000
simulationWAS6CFJacob Young442000100100.500
simulationWAS7LFDaylen Lile441000100100.250
simulationWAS8CHarry Ford330000000100.000
simulationWAS9SSNasim Nuñez320000001000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYM1Sean ManaeaStarter5.2744261006.354.671.30
currentNYM2Jonathan PintaroMiddle Reliever (High Leverage)1.0000010000.005.281.37
currentNYM3Kodai SengaCloser1.0111010009.007.341.65
currentNYM4Nathan LavenderSetup Man1.0000000000.001.660.74
currentNYM5Devin WilliamsMiddle Reliever (High Leverage)0.1000010000.003.981.48
currentWAS1DJ HerzStarter3.2754161009.829.001.75
currentWAS2Brad LordSetup Man1.1000010000.003.781.22
currentWAS3Will DionMiddle Reliever (High Leverage)1.1000010000.003.781.20
currentWAS4Erik TolmanCloser1.0200000000.003.211.43
currentWAS5Yovanny CruzMiddle Reliever (High Leverage)1.02220300018.005.061.56
currentWAS6Jack SinclairMiddle Reliever0.2200100000.002.610.97
simulationNYM1Sean ManaeaStarter5.2744261241006.354.671.30
simulationNYM2Kodai SengaCloser1.00110103139.007.341.65
simulationNYM3Nathan LavenderSetup Man0.20000003130.001.660.74
simulationNYM4Jonathan PintaroMiddle Reliever (High Leverage)0.1000010360.005.281.37
simulationNYM5Devin WilliamsMiddle Reliever (High Leverage)0.1000010140.003.981.48
simulationWAS1DJ HerzStarter3.2755161208312.279.001.75
simulationWAS2Erik TolmanCloser1.02000005190.003.211.43
simulationWAS3Brad LordSetup Man1.10000104230.003.781.22
simulationWAS4Yovanny CruzMiddle Reliever (High Leverage)1.022203051918.005.061.56
simulationWAS5Will DionMiddle Reliever (High Leverage)1.10000104170.003.781.20
simulationWAS6Jack SinclairMiddle Reliever0.22001005180.002.610.97
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYMSean ManaeaStarter5.2472626100
NYMJonathan PintaroMiddle Reliever (High Leverage)0.1000136
NYMKodai SengaCloser1.01001313
NYMNathan LavenderSetup Man0.20000313
NYMDevin WilliamsMiddle Reliever (High Leverage)0.1000114
WASDJ HerzStarter3.257162083
WASBrad LordSetup Man1.10001423
WASWill DionMiddle Reliever (High Leverage)1.10001417
WASErik TolmanCloser1.00200519
WASYovanny CruzMiddle Reliever (High Leverage)1.02203519
WASJack SinclairMiddle Reliever0.20210518
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_BOXinfo0000Current 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_MATCHwarning0011Pitch 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.

20260927_PIT@DET

20260927_PIT@DET.json • 2026-09-27

PIT 4 - DET 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_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_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_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; 2B: current=1, sim=5; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=3, sim=1; SO: current=9, 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-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Kevin McGonigle: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Riley Greene: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Eduardo Valencia: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Brett Callahan: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Hao-Yu Lee: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Max Clark: H current=1 box=0, R current=1 box=0, BB current=1 box=0; John Peck: AB current=3 box=4, H current=1 box=0; Zach McKinstry: AB current=3 box=4, H current=0 box=3, 2B current=0 box=3, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; 2B: current=1, sim=2; R: current=5, sim=4; BB: current=3, sim=1; 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: Ryan O'Hearn: SO current=1 box=0; Konnor Griffin: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nick Gonzales: RBI current=0 box=1; Jake Mangum: AB current=3 box=4, SO current=1 box=0; Jacob Gonzalez: AB current=3 box=4, H current=1 box=3, 2B current=0 box=1, RBI current=0 box=1; Rafael Flores Jr.: BB current=1 box=0, SO current=1 box=3; Spencer Horwitz: 2B current=0 box=1, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=3; Bryan Reynolds: H current=1 box=0, 2B current=1 box=0, R current=1 box=0, BB 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.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match PIT pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match PIT pitching: 7.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match PIT pitching: 7.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=36 matches PIT BF=36.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match DET pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match DET pitching: 8.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match DET pitching: 12.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=36 matches DET BF=36.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.531 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': 682, 'empirical_hit_rate': 0.5528, 'empirical_weight': 0.5, 'blended_confidence': 0.53145, 'published_confidence': 0.505, '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-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT 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_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.
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 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: 0.731/0.900.
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: PIT 8, DET 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PIT 4 - DET 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PIT; cap=0.53, reasons=latest same-matchup result beat the predicted side; 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.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', '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', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'PIT', 'opponent_team': 'DET', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 3, 'opponent_runs': 4, 'margin_for_predicted_team': -1, 'winner': 'DET'}, {'date': '2026-09-25', 'predicted_team_runs': 7, 'opponent_runs': 8, 'margin_for_predicted_team': -1, 'winner': 'DET'}, {'date': '2026-08-19', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'PIT'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 3, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'PIT', 'home': 'DET', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'DET', 'actual_margin': 1, 'raw_pick_probability': 0.5133369999999999, 'artifact': '20260926_PIT@DET.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'PIT', 'home': 'DET', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'DET', 'actual_margin': 1, 'raw_pick_probability': 0.505, 'artifact': '20260925_PIT@DET.json', 'verification': 'pregame_official_final'}, {'date': '20260819', 'away': 'DET', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'PIT', 'actual_margin': 1, 'raw_pick_probability': 0.537802, 'artifact': '20260819_DET@PIT.json', 'verification': 'pregame_official_final'}, {'date': '20260818', 'away': 'DET', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'PIT', 'actual_margin': 3, 'raw_pick_probability': 0.51, 'artifact': '20260818_DET@PIT.json', 'verification': 'pregame_official_final'}, {'date': '20260817', 'away': 'DET', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'DET', 'actual_margin': 3, 'raw_pick_probability': 0.536626, 'artifact': '20260817_DET@PIT.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'PIT', 'guardrail_opponent_team': 'DET', 'output_pre_simulation_winner': 'PIT', 'output_opponent_team': 'DET', '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': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'PIT 4 - 3 DET', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'PIT 4 - 3 DET', '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': 0.0057, 'recent_form_edge_home_minus_away': -0.282, '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': 4, 'home_runs': 3, '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': 2, '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': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.0363, 'winner': 'PIT', 'score_reviewed': {'away_runs': 4, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_PIT@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PIT@DET.
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': 1.0, 'absolute_net_margin': 1.0, 'home_average_margin': 0.2, 'home_run_delta': 0.0058, 'away_run_delta': -0.0058, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -3.0}, {'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': 3, 'away_runs': 3, 'probability': 0.02405097026405226}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.023897852347280348}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.023578437334532815}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.02342832774786068}, {'home_runs': 2, 'away_runs': 3, 'probability': 0.021485205496562555}], 'home_distribution': {'0': 0.07506615141461212, '1': 0.10956165506017164, '2': 0.1400433031503364, '3': 0.15676728436631782, '4': 0.1536872546078035, '5': 0.13195006179445723, '6': 0.0992134772547187, '7': 0.06533126572112263, '8': 0.03767565412301166, '9': 0.019027856091062837, '10': 0.008416048759775268, '11': 0.0032599876566103037}, 'away_distribution': {'0': 0.07220251971798768, '1': 0.10558485403911724, '2': 0.135740640673266, '3': 0.15341830000609313, '4': 0.15244157889115614, '5': 0.13316457614879956, '6': 0.10226640389069623, '7': 0.06904563988882323, '8': 0.040982508134210394, '9': 0.02138551973061804, '10': 0.009810702031827814, '11': 0.003956756847404638}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 0.2453, 'recent_quality_edge': -0.352, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0363}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'PIT 4 - 3 DET', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'PIT 4 - 3 DET', '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': 0.0057, 'recent_form_edge_home_minus_away': -0.282, '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': 4, 'home_runs': 3, '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': 2, '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': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.0363, 'winner': 'PIT', 'score_reviewed': {'away_runs': 4, '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: 142.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
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: 158.
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: 142.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT 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_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_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET 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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PIT 4 - 3 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PIT 4 - 3 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PIT, simulation=PIT, published=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): PIT wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 4-3.
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: 4/10 = 0.400.
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.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match PIT pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match PIT pitching: 7.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match PIT pitching: 7.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=36 matches PIT BF=36.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match DET pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match DET pitching: 8.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match DET pitching: 12.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=36 matches DET BF=36.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.531 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': 682, 'empirical_hit_rate': 0.5528, 'empirical_weight': 0.5, 'blended_confidence': 0.53145, 'published_confidence': 0.505, '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-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT 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_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.
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 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: 0.731/0.900.
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: PIT 8, DET 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PIT 4 - DET 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PIT; cap=0.53, reasons=latest same-matchup result beat the predicted side; 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.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', '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', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'PIT', 'opponent_team': 'DET', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 3, 'opponent_runs': 4, 'margin_for_predicted_team': -1, 'winner': 'DET'}, {'date': '2026-09-25', 'predicted_team_runs': 7, 'opponent_runs': 8, 'margin_for_predicted_team': -1, 'winner': 'DET'}, {'date': '2026-08-19', 'predicted_team_runs': 4, 'opponent_runs': 3, 'margin_for_predicted_team': 1, 'winner': 'PIT'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 3, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'PIT', 'home': 'DET', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'DET', 'actual_margin': 1, 'raw_pick_probability': 0.5133369999999999, 'artifact': '20260926_PIT@DET.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'PIT', 'home': 'DET', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'DET', 'actual_margin': 1, 'raw_pick_probability': 0.505, 'artifact': '20260925_PIT@DET.json', 'verification': 'pregame_official_final'}, {'date': '20260819', 'away': 'DET', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'PIT', 'actual_margin': 1, 'raw_pick_probability': 0.537802, 'artifact': '20260819_DET@PIT.json', 'verification': 'pregame_official_final'}, {'date': '20260818', 'away': 'DET', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'PIT', 'actual_margin': 3, 'raw_pick_probability': 0.51, 'artifact': '20260818_DET@PIT.json', 'verification': 'pregame_official_final'}, {'date': '20260817', 'away': 'DET', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'DET', 'actual_margin': 3, 'raw_pick_probability': 0.536626, 'artifact': '20260817_DET@PIT.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'PIT', 'guardrail_opponent_team': 'DET', 'output_pre_simulation_winner': 'PIT', 'output_opponent_team': 'DET', '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': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'PIT 4 - 3 DET', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'PIT 4 - 3 DET', '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': 0.0057, 'recent_form_edge_home_minus_away': -0.282, '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': 4, 'home_runs': 3, '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': 2, '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': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.0363, 'winner': 'PIT', 'score_reviewed': {'away_runs': 4, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_PIT@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PIT@DET.
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': 1.0, 'absolute_net_margin': 1.0, 'home_average_margin': 0.2, 'home_run_delta': 0.0058, 'away_run_delta': -0.0058, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -3.0}, {'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': 3, 'away_runs': 3, 'probability': 0.02405097026405226}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.023897852347280348}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.023578437334532815}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.02342832774786068}, {'home_runs': 2, 'away_runs': 3, 'probability': 0.021485205496562555}], 'home_distribution': {'0': 0.07506615141461212, '1': 0.10956165506017164, '2': 0.1400433031503364, '3': 0.15676728436631782, '4': 0.1536872546078035, '5': 0.13195006179445723, '6': 0.0992134772547187, '7': 0.06533126572112263, '8': 0.03767565412301166, '9': 0.019027856091062837, '10': 0.008416048759775268, '11': 0.0032599876566103037}, 'away_distribution': {'0': 0.07220251971798768, '1': 0.10558485403911724, '2': 0.135740640673266, '3': 0.15341830000609313, '4': 0.15244157889115614, '5': 0.13316457614879956, '6': 0.10226640389069623, '7': 0.06904563988882323, '8': 0.040982508134210394, '9': 0.02138551973061804, '10': 0.009810702031827814, '11': 0.003956756847404638}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 0.2453, 'recent_quality_edge': -0.352, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0363}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'PIT 4 - 3 DET', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'PIT 4 - 3 DET', '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': 0.0057, 'recent_form_edge_home_minus_away': -0.282, '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': 4, 'home_runs': 3, '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': 2, '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': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': -0.0363, 'winner': 'PIT', 'score_reviewed': {'away_runs': 4, '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: 142.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
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: 158.
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: 142.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT 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_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_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET 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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PIT 4 - 3 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PIT 4 - 3 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PIT, simulation=PIT, published=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): PIT wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 4-3.
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: 4/10 = 0.400.
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.
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_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_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; 2B: current=1, sim=5; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=3, sim=1; SO: current=9, 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-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Kevin McGonigle: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Riley Greene: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Eduardo Valencia: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Brett Callahan: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Hao-Yu Lee: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Max Clark: H current=1 box=0, R current=1 box=0, BB current=1 box=0; John Peck: AB current=3 box=4, H current=1 box=0; Zach McKinstry: AB current=3 box=4, H current=0 box=3, 2B current=0 box=3, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; 2B: current=1, sim=2; R: current=5, sim=4; BB: current=3, sim=1; 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: Ryan O'Hearn: SO current=1 box=0; Konnor Griffin: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nick Gonzales: RBI current=0 box=1; Jake Mangum: AB current=3 box=4, SO current=1 box=0; Jacob Gonzalez: AB current=3 box=4, H current=1 box=3, 2B current=0 box=1, RBI current=0 box=1; Rafael Flores Jr.: BB current=1 box=0, SO current=1 box=3; Spencer Horwitz: 2B current=0 box=1, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=3; Bryan Reynolds: H current=1 box=0, 2B current=1 box=0, R current=1 box=0, BB 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_ml4.8789623267860943.9118391936506782Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction430.505Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by starter_quality_favours_the_other_side, projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PIT00100021048
DET00001010137
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPITbatting33810145380000
currentPITpitching713179.0300
currentDETbatting32710144390000
currentDETpitching8141129.0400
simulationPITbatting3582014411200
simulationPITpitching713179.0336142
simulationDETbatting347501331701
simulationDETpitching8141129.0436158
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPITDHRyan O'Hearn041000110100.250
currentPITSSKonnor Griffin041000110100.250
currentPIT2BNick Gonzales041000100100.250
currentPITRFJake Mangum031000000100.333
currentPIT3BJacob Gonzalez031000000000.333
currentPITCRafael Flores Jr.041001111100.250
currentPIT1BSpencer Horwitz041000011100.250
currentPITLFBryan Reynolds041100101100.250
currentPITCFBilly Cook030000000100.000
currentDET3BKevin McGonigle041000111100.250
currentDETDHRiley Greene041100111100.250
currentDETCEduardo Valencia041001110100.250
currentDETLFBrett Callahan031000000100.333
currentDET2BHao-Yu Lee041000010100.250
currentDETCFMax Clark041000101100.250
currentDETSSJohn Peck031000000100.333
currentDETRFZach McKinstry030000000100.000
currentDET1BSpencer Torkelson030000000100.000
simulationPIT1SSKonnor Griffin430000001200.000
simulationPIT2DHRyan O'Hearn441000110000.250
simulationPIT3LFBryan Reynolds440000000100.000
simulationPIT4CRafael Flores Jr.441001110300.250
simulationPIT51BSpencer Horwitz441100000300.250
simulationPIT62BNick Gonzales441000110100.250
simulationPIT7RFJake Mangum441000000000.250
simulationPIT83BJacob Gonzalez443100110100.750
simulationPIT9CFBilly Cook440000000100.000
simulationDET1CFMax Clark440000000100.000
simulationDET22BHao-Yu Lee430000001100.000
simulationDET33BKevin McGonigle441100000200.250
simulationDET4DHRiley Greene440000000100.000
simulationDET5CEduardo Valencia430000000010.000
simulationDET6LFBrett Callahan442100100000.500
simulationDET71BSpencer Torkelson441001110100.250
simulationDET8RFZach McKinstry443300120000.750
simulationDET9SSJohn Peck440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPIT1Jared JonesStarter5.2311171001.593.871.12
currentPIT2Gregory SotoMiddle Reliever (High Leverage)1.0211000009.003.221.10
currentPIT3Luke WeaverSetup Man1.1000000000.002.690.96
currentPIT4Mason MontgomeryCloser1.0211000009.002.661.02
currentDET1River RyanStarter3.0311180003.000.001.00
currentDET3Drew SommersMiddle Reliever (High Leverage)2.0100020000.002.951.11
currentDET4Kenley JansenCloser2.0322010009.002.801.00
currentDET5Tyler HoltonSetup Man2.0111011004.502.751.25
simulationPIT1Jared JonesStarter5.231117122871.593.871.12
simulationPIT2Mason MontgomeryCloser1.02110005199.002.661.02
simulationPIT3Luke WeaverSetup Man1.10000004170.002.690.96
simulationPIT4Gregory SotoMiddle Reliever (High Leverage)1.02110005199.003.221.10
simulationDET1River RyanStarter3.031118013633.000.001.00
simulationDET2Kenley JansenCloser2.03220109349.002.801.00
simulationDET3Tyler HoltonSetup Man2.01110117284.502.751.25
simulationDET4Drew SommersMiddle Reliever (High Leverage)2.01000207330.002.951.11
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PITJared JonesStarter5.213172287
PITGregory SotoMiddle Reliever (High Leverage)1.01200519
PITLuke WeaverSetup Man1.10000417
PITMason MontgomeryCloser1.01200519
DETRiver RyanStarter3.013181363
DETDrew SommersMiddle Reliever (High Leverage)2.00102733
DETKenley JansenCloser2.02301934
DETTyler HoltonSetup Man2.01101728
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.

20260927_STL@MIL

20260927_STL@MIL.json • 2026-09-27

STL 2 - MIL 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_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_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-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (H: current=8, sim=9; RBI: current=4, sim=5; BB: current=4, sim=6; SO: current=8, sim=3; 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-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Jackson Chourio: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Brice Turang: AB current=4 box=2, 2B current=1 box=0, SO current=1 box=0, SF current=0 box=1; Jake Bauers: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Garrett Mitchell: AB current=4 box=5, H current=1 box=2, RBI current=0 box=1, BB current=1 box=0; Gary Sánchez: AB current=3 box=4, H current=0 box=1, R current=0 box=1, BB current=1 box=0; Christian Yelich: H current=1 box=0, R current=1 box=0; Sal Frelick: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Cooper Pratt: 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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=30; H: current=6, sim=3; HR: current=1, sim=0; RBI: current=4, sim=2; R: current=3, sim=2; BB: current=3, sim=0; SO: current=11, 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-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Leonardo Bernal: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nolan Gorman: AB current=3 box=4, BB current=1 box=0, SO current=2 box=3; Jordan Walker: HR current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Iván Herrera: 2B current=1 box=0, BB current=1 box=0; César Prieto: H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Thomas Saggese: AB current=4 box=3, H current=1 box=0, SO current=1 box=0; Pedro Pagés: SO current=1 box=0; José Fermín: AB current=4 box=2, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match STL pitching: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match STL pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match STL pitching: 3.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=39 matches STL BF=39.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match MIL pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match MIL pitching: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match MIL pitching: 6.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=31 matches MIL BF=31.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 2.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.695 -> 0.679 at weight 0.160.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.695017, 'sample_size': 32, 'empirical_hit_rate': 0.5938, 'empirical_weight': 0.16, 'blended_confidence': 0.678822, 'published_confidence': 0.58, '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.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_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]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
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: 0.775/0.900.
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: STL 3, MIL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: STL 2 - MIL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIL; cap=0.58, reasons=local prediction memory shows 5 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 5 straight prior same-side picks'], 'signals': {'predicted_team': 'MIL', 'opponent_team': 'STL', 'h2h_net_margin': 9, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'MIL'}, {'date': '2026-09-25', 'predicted_team_runs': 8, 'opponent_runs': 4, 'margin_for_predicted_team': 4, 'winner': 'MIL'}, {'date': '2026-07-09', 'predicted_team_runs': 8, 'opponent_runs': 4, 'margin_for_predicted_team': 4, 'winner': 'MIL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 5, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'STL', 'home': 'MIL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 1, 'raw_pick_probability': 0.535444, 'artifact': '20260926_STL@MIL.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'STL', 'home': 'MIL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 4, 'raw_pick_probability': 0.542272, 'artifact': '20260925_STL@MIL.json', 'verification': 'pregame_official_final'}, {'date': '20260709', 'away': 'MIL', 'home': 'STL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 4, 'raw_pick_probability': 0.64, 'artifact': '20260709_MIL@STL.json', 'verification': 'pregame_official_final'}, {'date': '20260707', 'away': 'MIL', 'home': 'STL', 'game_number': 2, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 8, 'raw_pick_probability': 0.64, 'artifact': '20260707_MIL@STL_2.json', 'verification': 'pregame_official_final'}, {'date': '20260706', 'away': 'MIL', 'home': 'STL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 1, 'raw_pick_probability': 0.64, 'artifact': '20260706_MIL@STL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIL', 'guardrail_opponent_team': 'STL', 'output_pre_simulation_winner': 'MIL', 'output_opponent_team': 'STL', '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': 2, 'home_runs': 5, 'score_text': 'STL 2 - 5 MIL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 5, 'score_text': 'STL 2 - 5 MIL', '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': 0.101, 'recent_form_edge_home_minus_away': 1.266, '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': 2, 'home_runs': 5, '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': 1, 'published_winner': 'MIL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'MIL', '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': 2, 'home_runs': 5}, 'simulation_score': {'away_runs': 2, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4859, 'winner': 'MIL', 'score_reviewed': {'away_runs': 2, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_STL@MIL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: STL@MIL.
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': 4.0}, {'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': 8.0}], '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': 0.021347785654581994}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.020843473060130405}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02010840621502644}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.019913590724914908}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.019633372285387474}], 'home_distribution': {'0': 0.04484175309924769, '1': 0.06674355737295948, '2': 0.09047948355326808, '3': 0.1117132973752181, '4': 0.12562429103984565, '5': 0.12866379947290185, '6': 0.12001985991769407, '7': 0.10196798898667615, '8': 0.07890210470861884, '9': 0.05560672494227559, '10': 0.03569275259229313, '11': 0.020866363141362285, '12': 0.01111034323754492, '13': 0.005387932993979631, '14': 0.0023797475661146103}, 'away_distribution': {'0': 0.08363770210059782, '1': 0.12137713124659834, '2': 0.15251117197511788, '3': 0.16591912987209814, '4': 0.15628643252728996, '5': 0.12746064374460656, '6': 0.09000382169227758, '7': 0.0550269962839143, '8': 0.02912867142380787, '9': 0.01335043939656316, '10': 0.005297859737128257}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 1.7174, 'recent_quality_edge': 1.056, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.4859}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 2, 'home_runs': 5, 'score_text': 'STL 2 - 5 MIL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 5, 'score_text': 'STL 2 - 5 MIL', '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': 0.101, 'recent_form_edge_home_minus_away': 1.266, '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': 2, 'home_runs': 5, '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': 1, 'published_winner': 'MIL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'MIL', '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': 2, 'home_runs': 5}, 'simulation_score': {'away_runs': 2, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4859, 'winner': 'MIL', 'score_reviewed': {'away_runs': 2, '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: 162.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 119.
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: 119.
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: 162.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL 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_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_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL 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 2 - 5 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: STL 2 - 5 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
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 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 2-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-5, final 2-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 5-2.
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_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match STL pitching: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match STL pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match STL pitching: 3.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=39 matches STL BF=39.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match MIL pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match MIL pitching: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match MIL pitching: 6.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=31 matches MIL BF=31.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 2.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.695 -> 0.679 at weight 0.160.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.695017, 'sample_size': 32, 'empirical_hit_rate': 0.5938, 'empirical_weight': 0.16, 'blended_confidence': 0.678822, 'published_confidence': 0.58, '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.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_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]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
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: 0.775/0.900.
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: STL 3, MIL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: STL 2 - MIL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIL; cap=0.58, reasons=local prediction memory shows 5 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 5 straight prior same-side picks'], 'signals': {'predicted_team': 'MIL', 'opponent_team': 'STL', 'h2h_net_margin': 9, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'MIL'}, {'date': '2026-09-25', 'predicted_team_runs': 8, 'opponent_runs': 4, 'margin_for_predicted_team': 4, 'winner': 'MIL'}, {'date': '2026-07-09', 'predicted_team_runs': 8, 'opponent_runs': 4, 'margin_for_predicted_team': 4, 'winner': 'MIL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 5, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'STL', 'home': 'MIL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 1, 'raw_pick_probability': 0.535444, 'artifact': '20260926_STL@MIL.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'STL', 'home': 'MIL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 4, 'raw_pick_probability': 0.542272, 'artifact': '20260925_STL@MIL.json', 'verification': 'pregame_official_final'}, {'date': '20260709', 'away': 'MIL', 'home': 'STL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 4, 'raw_pick_probability': 0.64, 'artifact': '20260709_MIL@STL.json', 'verification': 'pregame_official_final'}, {'date': '20260707', 'away': 'MIL', 'home': 'STL', 'game_number': 2, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 8, 'raw_pick_probability': 0.64, 'artifact': '20260707_MIL@STL_2.json', 'verification': 'pregame_official_final'}, {'date': '20260706', 'away': 'MIL', 'home': 'STL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 1, 'raw_pick_probability': 0.64, 'artifact': '20260706_MIL@STL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIL', 'guardrail_opponent_team': 'STL', 'output_pre_simulation_winner': 'MIL', 'output_opponent_team': 'STL', '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': 2, 'home_runs': 5, 'score_text': 'STL 2 - 5 MIL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 5, 'score_text': 'STL 2 - 5 MIL', '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': 0.101, 'recent_form_edge_home_minus_away': 1.266, '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': 2, 'home_runs': 5, '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': 1, 'published_winner': 'MIL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'MIL', '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': 2, 'home_runs': 5}, 'simulation_score': {'away_runs': 2, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4859, 'winner': 'MIL', 'score_reviewed': {'away_runs': 2, '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_STL@MIL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: STL@MIL.
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': 4.0}, {'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': 8.0}], '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': 0.021347785654581994}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.020843473060130405}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02010840621502644}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.019913590724914908}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.019633372285387474}], 'home_distribution': {'0': 0.04484175309924769, '1': 0.06674355737295948, '2': 0.09047948355326808, '3': 0.1117132973752181, '4': 0.12562429103984565, '5': 0.12866379947290185, '6': 0.12001985991769407, '7': 0.10196798898667615, '8': 0.07890210470861884, '9': 0.05560672494227559, '10': 0.03569275259229313, '11': 0.020866363141362285, '12': 0.01111034323754492, '13': 0.005387932993979631, '14': 0.0023797475661146103}, 'away_distribution': {'0': 0.08363770210059782, '1': 0.12137713124659834, '2': 0.15251117197511788, '3': 0.16591912987209814, '4': 0.15628643252728996, '5': 0.12746064374460656, '6': 0.09000382169227758, '7': 0.0550269962839143, '8': 0.02912867142380787, '9': 0.01335043939656316, '10': 0.005297859737128257}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': 1.7174, 'recent_quality_edge': 1.056, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.4859}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 2, 'home_runs': 5, 'score_text': 'STL 2 - 5 MIL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 5, 'score_text': 'STL 2 - 5 MIL', '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': 0.101, 'recent_form_edge_home_minus_away': 1.266, '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': 2, 'home_runs': 5, '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': 1, 'published_winner': 'MIL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'MIL', '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': 2, 'home_runs': 5}, 'simulation_score': {'away_runs': 2, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4859, 'winner': 'MIL', 'score_reviewed': {'away_runs': 2, '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: 162.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 119.
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: 119.
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: 162.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL 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_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_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL 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 2 - 5 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: STL 2 - 5 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
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 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 2-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-5, final 2-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 5-2.
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_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL 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_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-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (H: current=8, sim=9; RBI: current=4, sim=5; BB: current=4, sim=6; SO: current=8, sim=3; 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-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Jackson Chourio: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Brice Turang: AB current=4 box=2, 2B current=1 box=0, SO current=1 box=0, SF current=0 box=1; Jake Bauers: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Garrett Mitchell: AB current=4 box=5, H current=1 box=2, RBI current=0 box=1, BB current=1 box=0; Gary Sánchez: AB current=3 box=4, H current=0 box=1, R current=0 box=1, BB current=1 box=0; Christian Yelich: H current=1 box=0, R current=1 box=0; Sal Frelick: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Cooper Pratt: 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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=30; H: current=6, sim=3; HR: current=1, sim=0; RBI: current=4, sim=2; R: current=3, sim=2; BB: current=3, sim=0; SO: current=11, 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-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Leonardo Bernal: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nolan Gorman: AB current=3 box=4, BB current=1 box=0, SO current=2 box=3; Jordan Walker: HR current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Iván Herrera: 2B current=1 box=0, BB current=1 box=0; César Prieto: H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Thomas Saggese: AB current=4 box=3, H current=1 box=0, SO current=1 box=0; Pedro Pagés: SO current=1 box=0; José Fermín: AB current=4 box=2, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.63799078800807736.473384383220621Base ML historical model prediction
variance_applied46Deterministic baseline target (variance factor 1.0)
enhanced_prediction350.580Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment25Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review25Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target25Capped at max 12 realistic runs
simulation_result25Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
STL00000200023
MIL11020001059
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSTLbatting326101433110000
currentSTLpitching915638.0500
currentMILbatting32810145480000
currentMILpitching302069.0200
simulationSTLbatting303100220601
simulationSTLpitching915638.0539162
simulationMILbatting329101556310
simulationMILpitching302069.0231119
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSTL1BLeonardo Bernal041000110100.250
currentSTL3BNolan Gorman030000001200.000
currentSTLRFJordan Walker041001111200.250
currentSTLDHIván Herrera041100111100.250
currentSTL2BCésar Prieto030000000100.000
currentSTLSSThomas Saggese041000000100.250
currentSTLCPedro Pagés030000000100.000
currentSTLLFJosé Fermín041000010100.250
currentSTLCFNathan Church031000000100.333
currentMILLFJackson Chourio041000110100.250
currentMIL2BBrice Turang041100111100.250
currentMIL1BJake Bauers041001111100.250
currentMILCFGarrett Mitchell041000101100.250
currentMILCGary Sánchez030000011100.000
currentMILDHChristian Yelich041000100100.250
currentMILRFSal Frelick031000000000.333
currentMILSSCooper Pratt031000000100.333
currentMIL3BDavid Hamilton031000000100.333
simulationSTL1RFJordan Walker441000000100.250
simulationSTL2DHIván Herrera441000110100.250
simulationSTL31BLeonardo Bernal440000000100.000
simulationSTL43BNolan Gorman440000000300.000
simulationSTL5SSThomas Saggese330000000000.000
simulationSTL6CFNathan Church330000000000.000
simulationSTL7LFJosé Fermín320000000010.000
simulationSTL82BCésar Prieto331100110000.333
simulationSTL9CPedro Pagés330000000000.000
simulationMIL1CFGarrett Mitchell552000110100.400
simulationMIL21BJake Bauers540000001000.000
simulationMIL3LFJackson Chourio540000001000.000
simulationMIL42BBrice Turang421000111000.500
simulationMIL5CGary Sánchez441000110100.250
simulationMIL6DHChristian Yelich440000000100.000
simulationMIL7SSCooper Pratt431000001000.333
simulationMIL8RFSal Frelick432100101000.667
simulationMIL93BDavid Hamilton432001121000.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSTL1Andre PallanteStarter5.1644520006.753.611.24
currentSTL2Riley O'BrienCloser1.0100100000.004.081.28
currentSTL3Ryne StanekMiddle Reliever (High Leverage)1.0100010000.003.881.31
currentSTL4Justin BruihlMiddle Reliever (High Leverage)0.21110010013.503.691.33
currentMIL1Jacob MisiorowskiStarter6.0222060003.001.860.80
currentMIL2Aaron AshbyMiddle Reliever (High Leverage)1.0100000000.003.121.31
currentMIL3Abner UribeSetup Man1.0000000000.001.971.03
currentMIL4Trevor MegillCloser1.0000000000.002.040.86
simulationSTL1Andre PallanteStarter5.1644520271156.753.611.24
simulationSTL2Riley O'BrienCloser1.01001005200.004.081.28
simulationSTL3Ryne StanekMiddle Reliever (High Leverage)1.01000104160.003.881.31
simulationSTL4Justin BruihlMiddle Reliever (High Leverage)0.211100131113.503.691.33
simulationMIL1Jacob MisiorowskiStarter6.022206021823.001.860.80
simulationMIL2Trevor MegillCloser1.00000003130.002.040.86
simulationMIL3Abner UribeSetup Man1.00000003130.001.971.03
simulationMIL4Aaron AshbyMiddle Reliever (High Leverage)1.01000004110.003.121.31
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
STLAndre PallanteStarter5.1465227115
STLRiley O'BrienCloser1.00110520
STLRyne StanekMiddle Reliever (High Leverage)1.00101416
STLJustin BruihlMiddle Reliever (High Leverage)0.21100311
MILJacob MisiorowskiStarter6.022062182
MILAaron AshbyMiddle Reliever (High Leverage)1.00100411
MILAbner UribeSetup Man1.00000313
MILTrevor MegillCloser1.00000313
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.

20260927_TB@PHI

20260927_TB@PHI.json • 2026-09-27

TB 4 - PHI 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_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_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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=8, sim=9; 2B: current=1, sim=4; 3B: current=0, sim=1; HR: current=1, sim=0; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=2, 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=3, 3B current=0 box=1, RBI current=1 box=0, BB current=1 box=0; Alec Bohm: H current=1 box=3, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Bryson Stott: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Edmundo Sosa: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Trea Turner: AB current=4 box=5, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Kyle Schwarber: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Brandon Marsh: AB current=3 box=4, SO current=1 box=0; Justin Crawford: H current=1 box=0, 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.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=7, sim=4; 2B: current=1, sim=0; 3B: current=0, sim=1; BB: current=3, sim=2; 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Victor Mesa Jr.: 3B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Liam Hicks: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, BB current=0 box=1; Jonathan Aranda: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Junior Caminero: HR current=1 box=0, BB current=1 box=0, SO current=1 box=0; Jonny DeLuca: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Richie Palacios: AB current=3 box=4, H current=1 box=0, BB current=1 box=0; Cedric Mullins: SO current=1 box=0; Nick Fortes: H current=1 box=0, 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.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match TB pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match TB pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match TB pitching: 9.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match TB pitching: 5.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=37 matches TB BF=37.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match PHI pitching: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match PHI pitching: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match PHI pitching: 3.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=33 matches PHI BF=33.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.672 -> 0.607 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.6725, 'sample_size': 543, 'empirical_hit_rate': 0.5414, 'empirical_weight': 0.5, 'blended_confidence': 0.60695, 'published_confidence': 0.57564, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI 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_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.
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]: 0.576.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.576.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.424.
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: 0.554/0.749.
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 4, PHI 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TB 4 - PHI 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TB.{'winner_confidence': 0.5756397999999999, 'h2h_net_margin': 13, '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': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'TB', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'TB', 'actual_margin': 11, 'raw_pick_probability': 0.607565, 'artifact': '20260926_TB@PHI.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'TB', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'PHI', 'actual_winner': 'TB', 'actual_margin': 2, 'raw_pick_probability': 0.534728, 'artifact': '20260925_TB@PHI.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_TB@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TB@PHI.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': -13.0, 'absolute_net_margin': 13.0, 'home_average_margin': -6.5, 'home_run_delta': -0.0975, 'away_run_delta': 0.0975, 'evidence': [{'game_id': None, 'home_margin': -11.0}, {'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': 3, 'away_runs': 4, 'probability': 0.025365239235151067}, {'home_runs': 2, 'away_runs': 4, 'probability': 0.024943204634170997}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.02428334636890916}, {'home_runs': 2, 'away_runs': 5, 'probability': 0.02387931263202009}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.02377219844662334}], 'home_distribution': {'0': 0.10279845946480115, '1': 0.14718371643031197, '2': 0.17759866649108444, '3': 0.1806036044469907, '4': 0.15478180397782057, '5': 0.1117944315011993, '6': 0.06804985700057954, '7': 0.034909291875046045, '8': 0.015092515799099947, '9': 0.005499067065495297, '10': 0.001688585947571054}, 'away_distribution': {'0': 0.05652412162212097, '1': 0.08350328674181175, '2': 0.11068105080159191, '3': 0.13162637877252756, '4': 0.14044702658520897, '5': 0.13445659871111051, '6': 0.11549193257951397, '7': 0.08900637883446061, '8': 0.06154468768748724, '9': 0.03818211382074279, '10': 0.02125344422791468, '11': 0.010614477663414796, '12': 0.0047562852330908624, '13': 0.0019122167190034605}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -0.5932, 'recent_quality_edge': -0.7, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.6306}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'TB 4 - 3 PHI', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'TB 4 - 3 PHI', 'winner': 'TB'}, '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': 0.0024, 'recent_form_edge_home_minus_away': -1.05, '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': 4, 'home_runs': 3, 'winner': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'TB', 'published_winner_draw_share': 0.25, 'draw_majority_team': 'PHI', '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': 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': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.6306, 'winner': 'TB', 'score_reviewed': {'away_runs': 4, '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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 129.
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: 129.
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: 137.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
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_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TB 4 - 3 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TB 4 - 3 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TB, simulation=TB, published=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.576.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): TB wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
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.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match TB pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match TB pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match TB pitching: 9.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match TB pitching: 5.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=37 matches TB BF=37.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match PHI pitching: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match PHI pitching: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match PHI pitching: 3.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=33 matches PHI BF=33.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.672 -> 0.607 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.6725, 'sample_size': 543, 'empirical_hit_rate': 0.5414, 'empirical_weight': 0.5, 'blended_confidence': 0.60695, 'published_confidence': 0.57564, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI 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_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.
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]: 0.576.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.576.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.424.
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: 0.554/0.749.
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 4, PHI 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TB 4 - PHI 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TB.{'winner_confidence': 0.5756397999999999, 'h2h_net_margin': 13, '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': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'TB', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'TB', 'actual_margin': 11, 'raw_pick_probability': 0.607565, 'artifact': '20260926_TB@PHI.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'TB', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'PHI', 'actual_winner': 'TB', 'actual_margin': 2, 'raw_pick_probability': 0.534728, 'artifact': '20260925_TB@PHI.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_TB@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TB@PHI.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': -13.0, 'absolute_net_margin': 13.0, 'home_average_margin': -6.5, 'home_run_delta': -0.0975, 'away_run_delta': 0.0975, 'evidence': [{'game_id': None, 'home_margin': -11.0}, {'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': 3, 'away_runs': 4, 'probability': 0.025365239235151067}, {'home_runs': 2, 'away_runs': 4, 'probability': 0.024943204634170997}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.02428334636890916}, {'home_runs': 2, 'away_runs': 5, 'probability': 0.02387931263202009}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.02377219844662334}], 'home_distribution': {'0': 0.10279845946480115, '1': 0.14718371643031197, '2': 0.17759866649108444, '3': 0.1806036044469907, '4': 0.15478180397782057, '5': 0.1117944315011993, '6': 0.06804985700057954, '7': 0.034909291875046045, '8': 0.015092515799099947, '9': 0.005499067065495297, '10': 0.001688585947571054}, 'away_distribution': {'0': 0.05652412162212097, '1': 0.08350328674181175, '2': 0.11068105080159191, '3': 0.13162637877252756, '4': 0.14044702658520897, '5': 0.13445659871111051, '6': 0.11549193257951397, '7': 0.08900637883446061, '8': 0.06154468768748724, '9': 0.03818211382074279, '10': 0.02125344422791468, '11': 0.010614477663414796, '12': 0.0047562852330908624, '13': 0.0019122167190034605}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -0.5932, 'recent_quality_edge': -0.7, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.6306}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'TB 4 - 3 PHI', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'TB 4 - 3 PHI', 'winner': 'TB'}, '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': 0.0024, 'recent_form_edge_home_minus_away': -1.05, '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': 4, 'home_runs': 3, 'winner': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, 'published_winner': 'TB', 'published_winner_draw_share': 0.25, 'draw_majority_team': 'PHI', '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': 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': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.6306, 'winner': 'TB', 'score_reviewed': {'away_runs': 4, '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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 129.
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: 129.
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: 137.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
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_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TB 4 - 3 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TB 4 - 3 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TB, simulation=TB, published=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.576.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): TB wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
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.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=8, sim=9; 2B: current=1, sim=4; 3B: current=0, sim=1; HR: current=1, sim=0; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=2, 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=3, 3B current=0 box=1, RBI current=1 box=0, BB current=1 box=0; Alec Bohm: H current=1 box=3, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Bryson Stott: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Edmundo Sosa: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Trea Turner: AB current=4 box=5, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Kyle Schwarber: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Brandon Marsh: AB current=3 box=4, SO current=1 box=0; Justin Crawford: H current=1 box=0, 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.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=7, sim=4; 2B: current=1, sim=0; 3B: current=0, sim=1; BB: current=3, sim=2; 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Victor Mesa Jr.: 3B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Liam Hicks: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, BB current=0 box=1; Jonathan Aranda: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Junior Caminero: HR current=1 box=0, BB current=1 box=0, SO current=1 box=0; Jonny DeLuca: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Richie Palacios: AB current=3 box=4, H current=1 box=0, BB current=1 box=0; Cedric Mullins: SO current=1 box=0; Nick Fortes: H current=1 box=0, 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_ml4.0302079477151045.3853853934747935Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction430.576Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run)
embedded_savant_run_environment33Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TB00000300144
PHI10010100039
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTBbatting32710144390000
currentTBpitching903159.0300
currentPHIbatting32810144270000
currentPHIpitching414239.0400
simulationTBbatting314011442300
simulationTBpitching903159.0337137
simulationPHIbatting369410331500
simulationPHIpitching414239.0433129
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTBLFVictor Mesa Jr.041000100100.250
currentTBDHLiam Hicks041000110100.250
currentTB1BJonathan Aranda041100111100.250
currentTB3BJunior Caminero041001111100.250
currentTBRFJonny DeLuca041000010100.250
currentTB2BRichie Palacios031000001100.333
currentTBCFCedric Mullins030000000100.000
currentTBCNick Fortes031000000100.333
currentTBSSJorge Mateo030000000100.000
currentPHIRFBryce Harper041100111100.250
currentPHI1BAlec Bohm041000010000.250
currentPHI2BBryson Stott041000100100.250
currentPHI3BEdmundo Sosa031000010100.333
currentPHISSTrea Turner041000100100.250
currentPHIDHKyle Schwarber041001111100.250
currentPHILFBrandon Marsh031000000100.333
currentPHICFJustin Crawford031000000000.333
currentPHICJ.T. Realmuto030000000100.000
simulationTB1LFVictor Mesa Jr.441010110000.250
simulationTB21BJonathan Aranda430000001100.000
simulationTB33BJunior Caminero441000110000.250
simulationTB4DHLiam Hicks431001121100.333
simulationTB52BRichie Palacios440000000100.000
simulationTB6RFJonny DeLuca440000000000.000
simulationTB7CFCedric Mullins330000000000.000
simulationTB8CNick Fortes330000000000.000
simulationTB9SSJorge Mateo331000100000.333
simulationPHI1SSTrea Turner551100110000.200
simulationPHI2DHKyle Schwarber440000000300.000
simulationPHI3RFBryce Harper443110100100.750
simulationPHI42BBryson Stott440000000000.000
simulationPHI51BAlec Bohm443100120000.750
simulationPHI6LFBrandon Marsh441000000000.250
simulationPHI73BEdmundo Sosa440000000000.000
simulationPHI8CFJustin Crawford430000001100.000
simulationPHI9CJ.T. Realmuto441100000000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTB1Nick MartinezStarter6.0833040004.502.941.07
currentTB2Bryan BakerCloser1.0100010000.001.300.87
currentTB3Cam BooserMiddle Reliever (High Leverage)1.0000100000.001.980.76
currentTB4Kevin KellySetup Man1.0000000000.002.440.90
currentPHI1Zack WheelerStarter6.0333230004.503.061.06
currentPHI2Jhoan DuranCloser1.0000000000.001.540.96
currentPHI3Jonathan BowlanSetup Man1.1000000000.003.361.03
currentPHI4Brooks RaleyMiddle Reliever (High Leverage)0.21110010013.502.911.20
simulationTB1Nick MartinezStarter6.0833040261004.502.941.07
simulationTB2Bryan BakerCloser1.01000104160.001.300.87
simulationTB3Kevin KellySetup Man1.00000003130.002.440.90
simulationTB4Cam BooserMiddle Reliever (High Leverage)1.0000100480.001.980.76
simulationPHI1Zack WheelerStarter6.033323023934.503.061.06
simulationPHI2Jhoan DuranCloser1.00000003130.001.540.96
simulationPHI3Jonathan BowlanSetup Man1.10000004120.003.361.03
simulationPHI4Brooks RaleyMiddle Reliever (High Leverage)0.211100131113.502.911.20
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TBNick MartinezStarter6.0380426100
TBBryan BakerCloser1.00101416
TBCam BooserMiddle Reliever (High Leverage)1.0001048
TBKevin KellySetup Man1.00000313
PHIZack WheelerStarter6.033232393
PHIJhoan DuranCloser1.00000313
PHIJonathan BowlanSetup Man1.10000412
PHIBrooks RaleyMiddle Reliever (High Leverage)0.21100311
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.

20260927_TEX@MIN

20260927_TEX@MIN.json • 2026-09-27

TEX 5 - MIN 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_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_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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=8, sim=4; 2B: current=2, sim=0; BB: current=3, sim=2).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=3, 2B current=1 box=0, RBI current=0 box=2; Ryan Jeffers: 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Kaelen Culpepper: H current=1 box=0; Kody Clemens: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Austin Martin: H current=0 box=1, R current=0 box=1, BB current=1 box=0; Josh Bell: HR current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Royce Lewis: H current=1 box=0, SO current=1 box=2; Walker Jenkins: H current=1 box=0, R 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-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 2B: current=2, sim=3; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=1; SO: current=8, sim=7; 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-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Jake Burger: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Corey Seager: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Alejandro Osuna: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Ezequiel Duran: 2B current=1 box=0, HR current=0 box=1, R current=0 box=1, SO current=1 box=2; Brandon Nimmo: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, R current=1 box=0; Wyatt Langford: BB current=1 box=0; Nicky Lopez: AB current=3 box=4, R current=0 box=1, SO current=0 box=1; Danny Jansen: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, HR 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.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match TEX pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match TEX pitching: 4.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match TEX pitching: 7.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=33 matches TEX BF=33.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match MIN pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match MIN pitching: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match MIN pitching: 8.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match MIN pitching: 7.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=36 matches MIN BF=36.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.532 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': 719, 'empirical_hit_rate': 0.5535, 'empirical_weight': 0.5, 'blended_confidence': 0.5318, 'published_confidence': 0.51197, '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-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX 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_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_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]: 0.512.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.512.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.488.
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: 0.503/0.690.
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: TEX 8, MIN 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 5 - MIN 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TEX; 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': 'TEX', 'opponent_team': 'MIN', 'h2h_net_margin': -10, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'TEX'}, {'date': '2026-09-25', 'predicted_team_runs': 2, 'opponent_runs': 10, 'margin_for_predicted_team': -8, 'winner': 'MIN'}, {'date': '2026-06-18', 'predicted_team_runs': 3, 'opponent_runs': 9, 'margin_for_predicted_team': -6, 'winner': 'MIN'}], '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': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'TEX', 'home': 'MIN', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'TEX', 'actual_margin': 4, 'raw_pick_probability': 0.509982, 'artifact': '20260926_TEX@MIN.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'TEX', 'home': 'MIN', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'MIN', 'actual_margin': 8, 'raw_pick_probability': 0.542262, 'artifact': '20260925_TEX@MIN.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TEX', 'guardrail_opponent_team': 'MIN', 'output_pre_simulation_winner': 'TEX', 'output_opponent_team': 'MIN', 'simulation_score_winner': 'TEX', 'final_score_winner': 'TEX', 'pre_simulation_winner': 'TEX', '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': 5, 'home_runs': 4, 'score_text': 'TEX 5 - 4 MIN', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'TEX 5 - 4 MIN', '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': -0.0281, 'recent_form_edge_home_minus_away': 0.522, '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': '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': 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': -0.0204, 'winner': 'TEX', '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_TEX@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@MIN.
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': 22.0, 'absolute_net_margin': 22.0, 'home_average_margin': 4.4, 'home_run_delta': 0.1269, 'away_run_delta': -0.1269, 'evidence': [{'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': 8.0}, {'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': 10.0}, {'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': 5, 'probability': 0.017305208362976606}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.017254490991820273}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.017187014283191113}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.017136643310233936}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.01580961764210208}], 'home_distribution': {'0': 0.04954747097090136, '1': 0.07352804000045376, '2': 0.09878885283227842, '3': 0.12016731312555859, '4': 0.13233911150658376, '5': 0.13195125764802296, '6': 0.11911386277097818, '7': 0.09734968239830077, '8': 0.07203278807029473, '9': 0.04825578289246845, '10': 0.029267926962995402, '11': 0.01607155928781765, '12': 0.00799001367003404, '13': 0.0035963378633118884}, 'away_distribution': {'0': 0.04778460859044301, '1': 0.07098913301435167, '2': 0.09568940415891473, '3': 0.11703182226831609, '4': 0.1298710115817581, '5': 0.13076412684027797, '6': 0.11946292718850215, '7': 0.09902522201076205, '8': 0.07447776516448563, '9': 0.050824789309959, '10': 0.031469705338159994, '11': 0.017679822678661517, '12': 0.009012209362334657, '13': 0.004168240591089288, '14': 0.0017492119019839165}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -0.1366, 'recent_quality_edge': 0.312, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0204}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'TEX 5 - 4 MIN', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'TEX 5 - 4 MIN', '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': -0.0281, 'recent_form_edge_home_minus_away': 0.522, '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': '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': 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': -0.0204, 'winner': 'TEX', '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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 153.
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: 153.
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: 137.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX 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_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_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN 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: TEX 5 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 5 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TEX, simulation=TEX, published=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.512.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
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 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX 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: TEX wins 5-4.
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: 4/10 = 0.400.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match TEX pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match TEX pitching: 4.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match TEX pitching: 7.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=33 matches TEX BF=33.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match MIN pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match MIN pitching: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match MIN pitching: 8.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match MIN pitching: 7.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=36 matches MIN BF=36.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.532 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': 719, 'empirical_hit_rate': 0.5535, 'empirical_weight': 0.5, 'blended_confidence': 0.5318, 'published_confidence': 0.51197, '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-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX 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_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_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]: 0.512.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.512.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.488.
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: 0.503/0.690.
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: TEX 8, MIN 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 5 - MIN 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TEX; 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': 'TEX', 'opponent_team': 'MIN', 'h2h_net_margin': -10, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-26', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'TEX'}, {'date': '2026-09-25', 'predicted_team_runs': 2, 'opponent_runs': 10, 'margin_for_predicted_team': -8, 'winner': 'MIN'}, {'date': '2026-06-18', 'predicted_team_runs': 3, 'opponent_runs': 9, 'margin_for_predicted_team': -6, 'winner': 'MIN'}], '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': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260926', 'away': 'TEX', 'home': 'MIN', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'TEX', 'actual_margin': 4, 'raw_pick_probability': 0.509982, 'artifact': '20260926_TEX@MIN.json', 'verification': 'pregame_official_final'}, {'date': '20260925', 'away': 'TEX', 'home': 'MIN', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'MIN', 'actual_margin': 8, 'raw_pick_probability': 0.542262, 'artifact': '20260925_TEX@MIN.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TEX', 'guardrail_opponent_team': 'MIN', 'output_pre_simulation_winner': 'TEX', 'output_opponent_team': 'MIN', 'simulation_score_winner': 'TEX', 'final_score_winner': 'TEX', 'pre_simulation_winner': 'TEX', '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': 5, 'home_runs': 4, 'score_text': 'TEX 5 - 4 MIN', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'TEX 5 - 4 MIN', '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': -0.0281, 'recent_form_edge_home_minus_away': 0.522, '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': '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': 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': -0.0204, 'winner': 'TEX', '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: 2026-09-27.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260927_TEX@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@MIN.
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': 22.0, 'absolute_net_margin': 22.0, 'home_average_margin': 4.4, 'home_run_delta': 0.1269, 'away_run_delta': -0.1269, 'evidence': [{'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': 8.0}, {'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': 10.0}, {'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': 5, 'probability': 0.017305208362976606}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.017254490991820273}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.017187014283191113}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.017136643310233936}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.01580961764210208}], 'home_distribution': {'0': 0.04954747097090136, '1': 0.07352804000045376, '2': 0.09878885283227842, '3': 0.12016731312555859, '4': 0.13233911150658376, '5': 0.13195125764802296, '6': 0.11911386277097818, '7': 0.09734968239830077, '8': 0.07203278807029473, '9': 0.04825578289246845, '10': 0.029267926962995402, '11': 0.01607155928781765, '12': 0.00799001367003404, '13': 0.0035963378633118884}, 'away_distribution': {'0': 0.04778460859044301, '1': 0.07098913301435167, '2': 0.09568940415891473, '3': 0.11703182226831609, '4': 0.1298710115817581, '5': 0.13076412684027797, '6': 0.11946292718850215, '7': 0.09902522201076205, '8': 0.07447776516448563, '9': 0.050824789309959, '10': 0.031469705338159994, '11': 0.017679822678661517, '12': 0.009012209362334657, '13': 0.004168240591089288, '14': 0.0017492119019839165}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.25, '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': -0.1366, 'recent_quality_edge': 0.312, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0204}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'TEX 5 - 4 MIN', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'TEX 5 - 4 MIN', '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': -0.0281, 'recent_form_edge_home_minus_away': 0.522, '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': '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': 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': -0.0204, 'winner': 'TEX', '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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 153.
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: 153.
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: 137.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX 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_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_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN 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: TEX 5 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 5 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TEX, simulation=TEX, published=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.512.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
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 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX 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: TEX wins 5-4.
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: 4/10 = 0.400.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 6/10 = 0.600.
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_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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=8, sim=4; 2B: current=2, sim=0; BB: current=3, sim=2).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=3, 2B current=1 box=0, RBI current=0 box=2; Ryan Jeffers: 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Kaelen Culpepper: H current=1 box=0; Kody Clemens: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Austin Martin: H current=0 box=1, R current=0 box=1, BB current=1 box=0; Josh Bell: HR current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Royce Lewis: H current=1 box=0, SO current=1 box=2; Walker Jenkins: H current=1 box=0, R 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-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 2B: current=2, sim=3; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=1; SO: current=8, sim=7; 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-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Jake Burger: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Corey Seager: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Alejandro Osuna: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Ezequiel Duran: 2B current=1 box=0, HR current=0 box=1, R current=0 box=1, SO current=1 box=2; Brandon Nimmo: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, R current=1 box=0; Wyatt Langford: BB current=1 box=0; Nicky Lopez: AB current=3 box=4, R current=0 box=1, SO current=0 box=1; Danny Jansen: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, HR 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_ml4.6296590186248144.336498722476646Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.512Enhanced 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
TEX03000001158
MIN40000000044
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTEXbatting33820144380000
currentTEXpitching414279.0400
currentMINbatting34820144370000
currentMINpitching825179.0500
simulationTEXbatting348302551710
simulationTEXpitching414279.0433137
simulationMINbatting314001442700
simulationMINpitching825179.0536153
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTEX1BJake Burger041000110100.250
currentTEXSSCorey Seager041001111100.250
currentTEXDHAlejandro Osuna041000000100.250
currentTEX3BEzequiel Duran041100010100.250
currentTEXRFBrandon Nimmo041100101100.250
currentTEXLFWyatt Langford041000101100.250
currentTEX2BNicky Lopez031000000000.333
currentTEXCDanny Jansen031000010100.333
currentTEXCFEvan Carter030000000100.000
currentMINRFLuke Keaschall041100101000.250
currentMINCRyan Jeffers041100111100.250
currentMINSSKaelen Culpepper041000000100.250
currentMIN2BKody Clemens041001110100.250
currentMINLFAustin Martin030000001100.000
currentMINDHJosh Bell041000010100.250
currentMIN1BRoyce Lewis041000000100.250
currentMINCFWalker Jenkins031000100100.333
currentMIN3BBrooks Lee041000010000.250
simulationTEX1RFBrandon Nimmo430000000100.000
simulationTEX2LFWyatt Langford441000100100.250
simulationTEX3SSCorey Seager440000000100.000
simulationTEX41BJake Burger430000001000.000
simulationTEX53BEzequiel Duran441001110200.250
simulationTEX6DHAlejandro Osuna442100100000.500
simulationTEX7CDanny Jansen442101140100.500
simulationTEX82BNicky Lopez441000100100.250
simulationTEX9CFEvan Carter441100000000.250
simulationMIN1RFLuke Keaschall431000121000.333
simulationMIN2SSKaelen Culpepper440000000100.000
simulationMIN3DHJosh Bell441001120000.250
simulationMIN4CRyan Jeffers441000100100.250
simulationMIN52BKody Clemens440000000100.000
simulationMIN61BRoyce Lewis440000000200.000
simulationMIN73BBrooks Lee320000001100.000
simulationMIN8LFAustin Martin331000100100.333
simulationMIN9CFWalker Jenkins330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTEX1MacKenzie GoreStarter4.2344261007.714.591.34
currentTEX2Jacob LatzCloser1.1000000000.001.750.75
currentTEX3Jakob JunisSetup Man1.1000000000.002.831.17
currentTEX4Tyler AlexanderMiddle Reliever (High Leverage)1.0100000000.003.251.25
currentTEX5Chase SilsethMiddle Reliever (High Leverage)0.2000010000.003.171.44
currentMIN1Dean KremerStarter5.0422052003.604.971.20
currentMIN2A.J. MinterSetup Man1.0000000000.002.011.01
currentMIN3Andrew MorrisMiddle Reliever (High Leverage)1.1211010006.754.211.36
currentMIN4Yoendrys GómezCloser1.0000000000.004.301.45
currentMIN5Kody FunderburkMiddle Reliever (High Leverage)0.22221100027.003.711.35
simulationTEX1MacKenzie GoreStarter4.234426119797.714.591.34
simulationTEX2Jacob LatzCloser1.10000004170.001.750.75
simulationTEX3Jakob JunisSetup Man1.10000004170.002.831.17
simulationTEX4Chase SilsethMiddle Reliever (High Leverage)0.2000010280.003.171.44
simulationTEX5Tyler AlexanderMiddle Reliever (High Leverage)1.01000004160.003.251.25
simulationMIN1Dean KremerStarter5.042205219863.604.971.20
simulationMIN2Yoendrys GómezCloser1.00000003130.004.301.45
simulationMIN3A.J. MinterSetup Man1.00000003130.002.011.01
simulationMIN4Andrew MorrisMiddle Reliever (High Leverage)1.12110106236.754.211.36
simulationMIN5Kody FunderburkMiddle Reliever (High Leverage)0.222211051827.003.711.35
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TEXMacKenzie GoreStarter4.243261979
TEXJacob LatzCloser1.10000417
TEXJakob JunisSetup Man1.10000417
TEXTyler AlexanderMiddle Reliever (High Leverage)1.00100416
TEXChase SilsethMiddle Reliever (High Leverage)0.2000128
MINDean KremerStarter5.024051986
MINA.J. MinterSetup Man1.00000313
MINAndrew MorrisMiddle Reliever (High Leverage)1.11201623
MINYoendrys GómezCloser1.00000313
MINKody FunderburkMiddle Reliever (High Leverage)0.22211518
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.