MLB JSON Audit Report

Generated 2026-09-11 22:38:12. 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
0Error
0Warn
1519Pass
110Info

20260911_BAL@TOR

20260911_BAL@TOR.json • 2026-09-11

BAL 4 - TOR 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 102INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (H: current=7, sim=5; 2B: current=1, sim=2; HR: current=1, sim=0; R: current=3, sim=4; BB: current=3, sim=0; SO: current=8, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Coby Mayo: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Jackson Holliday: BB current=1 box=0, SO current=1 box=2; Samuel Basallo: AB current=3 box=4, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Christian Encarnacion-Strand: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Heston Kjerstad: AB current=2 box=3; Dylan Beavers: H current=1 box=0, 2B current=1 box=0, SO current=1 box=0; Pete Alonso: RBI current=1 box=0, BB current=1 box=0, SO current=1 box=0; Gunnar Henderson: H current=1 box=2, 2B 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.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (2B: current=1, sim=2; HR: current=1, sim=3; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=2; SO: current=6, sim=5; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Alejandro Kirk: H current=1 box=0, RBI current=1 box=0; Brett Bateman: 2B current=0 box=1, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; George Springer: AB current=4 box=3, HR current=0 box=1, SO current=1 box=0; Josh Smith: AB current=3 box=2, H current=1 box=2, R current=0 box=1, SO current=1 box=0; Vladimir Guerrero Jr.: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Nathan Lukes: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Kazuma Okamoto: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Andrés Giménez: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match TOR pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match TOR pitching: 5.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match TOR pitching: 7.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=33 matches TOR BF=33.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match BAL pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match BAL pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match BAL pitching: 9.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match BAL pitching: 5.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=36 matches BAL BF=36.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.528 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': 442, 'empirical_hit_rate': 0.5452, 'empirical_weight': 0.5, 'blended_confidence': 0.52765, 'published_confidence': 0.505, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBALCURRENT_LINEUP_SHAPEBAL current lineup has 9 expected positions.
PASScurrent_payloadcurrentBALCURRENT_MODEL_ZERO_FALLBACKBAL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBALCURRENT_NAMES_PRESENTBAL current hitter names are populated.
PASScurrent_payloadcurrentBALCURRENT_PREDICTIONS_MATCH_FINALIZEDBAL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.505.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.480/0.657.
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 5, TOR 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 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=0.57, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head margin does not support a strong repeat pick.{'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', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'TOR', 'opponent_team': 'BAL', 'h2h_net_margin': -6, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-07', 'predicted_team_runs': 6, 'opponent_runs': 4, 'margin_for_predicted_team': 2, 'winner': 'TOR'}, {'date': '2026-06-06', 'predicted_team_runs': 6, 'opponent_runs': 4, 'margin_for_predicted_team': 2, 'winner': 'TOR'}, {'date': '2026-06-05', 'predicted_team_runs': 3, 'opponent_runs': 13, 'margin_for_predicted_team': -10, 'winner': 'BAL'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'TOR', 'guardrail_opponent_team': 'BAL', 'output_pre_simulation_winner': 'TOR', 'output_opponent_team': 'BAL', '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': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BAL 4 - 5 TOR', 'winner': 'TOR'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BAL 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': -0.0669, 'recent_form_edge_home_minus_away': 0.606, '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': 0.1968, '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_BAL@TOR.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@TOR.
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': 2.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -10.0}, {'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 4, 'probability': 0.02152769744439813}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.021525632872566716}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.02125205640166892}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.021250018264654037}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.019151465088885742}], 'home_distribution': {'0': 0.040809643108487, '1': 0.06782057184887003, '2': 0.09927064606026265, '3': 0.1279796740322987, '4': 0.1453188329624642, '5': 0.14533277081836302, '6': 0.12801650201890696, '7': 0.09931826154716189, '8': 0.06786611871709365, '9': 0.040844883927806455, '10': 0.021651254769696503, '11': 0.010108558410466257, '12': 0.004156771290526817, '13': 0.0015055104875957954}, 'away_distribution': {'0': 0.04256949714562207, '1': 0.07064325402215782, '2': 0.10295576556718085, '3': 0.13177664597629707, '4': 0.14812693189001028, '5': 0.14623031186978297, '6': 0.12677936893952343, '7': 0.09653116907162959, '8': 0.0645497176332865, '9': 0.037907830364262006, '10': 0.019551105126899337, '11': 0.008855671419131565, '12': 0.003522730974216379}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -0.0612, 'recent_quality_edge': 0.676, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.1968}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BAL 4 - 5 TOR', 'winner': 'TOR'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BAL 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': -0.0669, 'recent_form_edge_home_minus_away': 0.606, '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': 0.1968, '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: 130.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 134.
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: 130.
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: 134.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 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: BAL 4 - 5 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 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: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): 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_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match TOR pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match TOR pitching: 5.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match TOR pitching: 7.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=33 matches TOR BF=33.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match BAL pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match BAL pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match BAL pitching: 9.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match BAL pitching: 5.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=36 matches BAL BF=36.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.510 -> 0.528 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': 442, 'empirical_hit_rate': 0.5452, 'empirical_weight': 0.5, 'blended_confidence': 0.52765, 'published_confidence': 0.505, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBALCURRENT_LINEUP_SHAPEBAL current lineup has 9 expected positions.
PASScurrent_payloadcurrentBALCURRENT_MODEL_ZERO_FALLBACKBAL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBALCURRENT_NAMES_PRESENTBAL current hitter names are populated.
PASScurrent_payloadcurrentBALCURRENT_PREDICTIONS_MATCH_FINALIZEDBAL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.505.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.480/0.657.
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 5, TOR 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 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=0.57, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head margin does not support a strong repeat pick.{'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', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'TOR', 'opponent_team': 'BAL', 'h2h_net_margin': -6, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-06-07', 'predicted_team_runs': 6, 'opponent_runs': 4, 'margin_for_predicted_team': 2, 'winner': 'TOR'}, {'date': '2026-06-06', 'predicted_team_runs': 6, 'opponent_runs': 4, 'margin_for_predicted_team': 2, 'winner': 'TOR'}, {'date': '2026-06-05', 'predicted_team_runs': 3, 'opponent_runs': 13, 'margin_for_predicted_team': -10, 'winner': 'BAL'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'TOR', 'guardrail_opponent_team': 'BAL', 'output_pre_simulation_winner': 'TOR', 'output_opponent_team': 'BAL', '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': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BAL 4 - 5 TOR', 'winner': 'TOR'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BAL 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': -0.0669, 'recent_form_edge_home_minus_away': 0.606, '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': 0.1968, '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_BAL@TOR.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@TOR.
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': 2.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -10.0}, {'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 4, 'probability': 0.02152769744439813}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.021525632872566716}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.02125205640166892}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.021250018264654037}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.019151465088885742}], 'home_distribution': {'0': 0.040809643108487, '1': 0.06782057184887003, '2': 0.09927064606026265, '3': 0.1279796740322987, '4': 0.1453188329624642, '5': 0.14533277081836302, '6': 0.12801650201890696, '7': 0.09931826154716189, '8': 0.06786611871709365, '9': 0.040844883927806455, '10': 0.021651254769696503, '11': 0.010108558410466257, '12': 0.004156771290526817, '13': 0.0015055104875957954}, 'away_distribution': {'0': 0.04256949714562207, '1': 0.07064325402215782, '2': 0.10295576556718085, '3': 0.13177664597629707, '4': 0.14812693189001028, '5': 0.14623031186978297, '6': 0.12677936893952343, '7': 0.09653116907162959, '8': 0.0645497176332865, '9': 0.037907830364262006, '10': 0.019551105126899337, '11': 0.008855671419131565, '12': 0.003522730974216379}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -0.0612, 'recent_quality_edge': 0.676, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.1968}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BAL 4 - 5 TOR', 'winner': 'TOR'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BAL 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': -0.0669, 'recent_form_edge_home_minus_away': 0.606, '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': 0.1968, '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: 130.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 134.
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: 130.
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: 134.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 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: BAL 4 - 5 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 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: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): 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_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (H: current=7, sim=5; 2B: current=1, sim=2; HR: current=1, sim=0; R: current=3, sim=4; BB: current=3, sim=0; SO: current=8, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Coby Mayo: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Jackson Holliday: BB current=1 box=0, SO current=1 box=2; Samuel Basallo: AB current=3 box=4, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Christian Encarnacion-Strand: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Heston Kjerstad: AB current=2 box=3; Dylan Beavers: H current=1 box=0, 2B current=1 box=0, SO current=1 box=0; Pete Alonso: RBI current=1 box=0, BB current=1 box=0, SO current=1 box=0; Gunnar Henderson: H current=1 box=2, 2B 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.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (2B: current=1, sim=2; HR: current=1, sim=3; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=2; SO: current=6, sim=5; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Alejandro Kirk: H current=1 box=0, RBI current=1 box=0; Brett Bateman: 2B current=0 box=1, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; George Springer: AB current=4 box=3, HR current=0 box=1, SO current=1 box=0; Josh Smith: AB current=3 box=2, H current=1 box=2, R current=0 box=1, SO current=1 box=0; Vladimir Guerrero Jr.: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Nathan Lukes: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Kazuma Okamoto: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Andrés Giménez: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.349587797081824.1899260641339415Base 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 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
BAL00000040045
TOR00011210059
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBALbatting32710143380000
currentBALpitching935258.0500
currentTORbatting33910144360000
currentTORpitching504079.0400
simulationBALbatting325200440701
simulationBALpitching935258.0536130
simulationTORbatting339203552501
simulationTORpitching504079.0433134
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBALDHCoby Mayo041001110100.250
currentBAL2BJackson Holliday041000101100.250
currentBALCSamuel Basallo031000010100.333
currentBAL3BChristian Encarnacion-Strand041000010100.250
currentBALRFHeston Kjerstad020000000000.000
currentBALLFDylan Beavers041100000100.250
currentBAL1BPete Alonso041000111100.250
currentBALSSGunnar Henderson041000001100.250
currentBALCFColton Cowser030000000100.000
currentTORCAlejandro Kirk041000010000.250
currentTORCFBrett Bateman041000101100.250
currentTORDHGeorge Springer041000111100.250
currentTORLFJosh Smith031000001100.333
currentTOR1BVladimir Guerrero Jr.041000100000.250
currentTORRFNathan Lukes041000000100.250
currentTOR3BKazuma Okamoto041001110100.250
currentTORSSAndrés Giménez031000010100.333
currentTOR2BErnie Clement031100000000.333
simulationBAL1LFDylan Beavers440000000000.000
simulationBAL21BPete Alonso441000100000.250
simulationBAL32BJackson Holliday441000100200.250
simulationBAL4DHCoby Mayo430000000210.000
simulationBAL5SSGunnar Henderson442100120100.500
simulationBAL6CSamuel Basallo441100120100.250
simulationBAL73BChristian Encarnacion-Strand330000000000.000
simulationBAL8RFHeston Kjerstad330000000000.000
simulationBAL9CFColton Cowser330000000100.000
simulationTOR1CFBrett Bateman441100000000.250
simulationTOR2DHGeorge Springer431001111000.333
simulationTOR31BVladimir Guerrero Jr.442100110000.500
simulationTOR4CAlejandro Kirk440000000000.000
simulationTOR5RFNathan Lukes442001110100.500
simulationTOR63BKazuma Okamoto440000000100.000
simulationTOR7LFJosh Smith422000101011.000
simulationTOR8SSAndrés Giménez441001120200.250
simulationTOR92BErnie Clement440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBAL1Chris BassittStarter5.0844123007.204.961.58
currentBAL3Rico GarciaSetup Man2.0000030000.002.450.90
currentBAL6Andrew KittredgeCloser1.0111100009.003.831.43
currentTOR1Max ScherzerStarter5.0433040005.406.031.36
currentTOR2Spencer MilesMiddle Reliever (High Leverage)1.1000030000.002.771.05
currentTOR3Louis VarlandCloser1.2111000005.401.241.01
currentTOR4Tyler RogersSetup Man1.0000000000.001.781.17
simulationBAL1Chris BassittStarter5.084412325917.204.961.58
simulationBAL2Andrew KittredgeCloser1.01111005209.003.831.43
simulationBAL3Rico GarciaSetup Man2.00000306190.002.450.90
simulationTOR1Max ScherzerStarter5.043304020805.406.031.36
simulationTOR2Louis VarlandCloser1.21110006245.401.241.01
simulationTOR3Tyler RogersSetup Man1.00000003130.001.781.17
simulationTOR4Spencer MilesMiddle Reliever (High Leverage)1.10000304170.002.771.05
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BALChris BassittStarter5.048122591
BALRico GarciaSetup Man2.00003619
BALAndrew KittredgeCloser1.01110520
TORMax ScherzerStarter5.034042080
TORSpencer MilesMiddle Reliever (High Leverage)1.10003417
TORLouis VarlandCloser1.21100624
TORTyler RogersSetup Man1.00000313
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.

20260911_CHW@STL

20260911_CHW@STL.json • 2026-09-11

CHW 4 - STL 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_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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=8, sim=7; 2B: current=2, sim=0; 3B: current=0, sim=2; SO: current=8, sim=12; 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-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, H current=1 box=2, 2B current=1 box=0, 3B current=0 box=2; Miguel Vargas: HR current=1 box=0, BB current=1 box=0; Colson Montgomery: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, SO current=1 box=0; Edgar Quero: AB current=4 box=3, H current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Braden Montgomery: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jake Rogers: H current=0 box=1, BB current=0 box=1; Chase Meidroth: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, R current=1 box=0; Brenton Doyle: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=10; 2B: current=2, sim=1; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; 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-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: José Fermín: AB current=4 box=5, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Leonardo Bernal: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Thomas Saggese: AB current=3 box=4, R current=1 box=0; Iván Herrera: 2B current=1 box=0, BB current=1 box=0; Jordan Walker: AB current=4 box=2, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Alec Burleson: H current=1 box=2, RBI current=1 box=2; Masyn Winn: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Nathan Church: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match STL pitching: 3.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match STL pitching: 7.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match STL pitching: 12.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=38 matches STL BF=38.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match CHW pitching: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match CHW pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match CHW pitching: 10.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match CHW pitching: 9.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.623 -> 0.594 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.6225, 'sample_size': 278, 'empirical_hit_rate': 0.5647, 'empirical_weight': 0.5, 'blended_confidence': 0.5936, 'published_confidence': 0.598363, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.402.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.598.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.598.
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: 0.480/0.657.
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: CHW 7, STL 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 4 - STL 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for STL.{'winner_confidence': 0.5983632, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_CHW@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@STL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': False, 'sample_size': 0, 'home_net_margin': 0.0, 'home_average_margin': 0.0, 'home_run_delta': 0.0, 'away_run_delta': 0.0, 'evidence': []}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 6, 'away_runs': 4, 'probability': 0.018942930865216596}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.018643690433615894}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.018259456928148322}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01797101329654501}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.0178314508721453}], 'home_distribution': {'0': 0.023771634835783255, '1': 0.04009751148138618, '2': 0.06136997975805601, '3': 0.08522651482454796, '4': 0.10739242960173324, '5': 0.12278711516662576, '6': 0.12738318794986486, '7': 0.1199089556957687, '8': 0.10241682713280718, '9': 0.079372709061267, '10': 0.055815044977198726, '11': 0.035613244732822465, '12': 0.020618259380101946, '13': 0.010831101929681317, '14': 0.005162659430877625, '15': 0.00223282404147771}, 'away_distribution': {'0': 0.04296787294672846, '1': 0.07128029888387775, '2': 0.10377910761922243, '3': 0.13260659231395558, '4': 0.14870824926027212, '5': 0.14635911326817813, '6': 0.1264210058775356, '7': 0.09583705868275198, '8': 0.06376207977181277, '9': 0.03723113150391679, '10': 0.01907940202203852, '11': 0.00858100284649249, '12': 0.003387085003217416}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -0.3846, 'recent_quality_edge': 0.3, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.145}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'CHW 4 - 6 STL', 'winner': 'STL'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'CHW 4 - 6 STL', 'winner': 'STL'}, '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': 0.0192, 'recent_form_edge_home_minus_away': 0.3, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'STL', 'model_winner': 'STL', 'simulation_winner': 'STL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'STL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'STL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': -0.145, 'winner': 'STL', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
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_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: 169.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 4 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 4 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=STL, simulation=STL, published=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.598.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
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): STL wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: STL wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match STL pitching: 3.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match STL pitching: 7.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match STL pitching: 12.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=38 matches STL BF=38.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match CHW pitching: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match CHW pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match CHW pitching: 10.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match CHW pitching: 9.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.623 -> 0.594 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.6225, 'sample_size': 278, 'empirical_hit_rate': 0.5647, 'empirical_weight': 0.5, 'blended_confidence': 0.5936, 'published_confidence': 0.598363, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.402.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.598.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.598.
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: 0.480/0.657.
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: CHW 7, STL 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 4 - STL 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for STL.{'winner_confidence': 0.5983632, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_CHW@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@STL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': False, 'sample_size': 0, 'home_net_margin': 0.0, 'home_average_margin': 0.0, 'home_run_delta': 0.0, 'away_run_delta': 0.0, 'evidence': []}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 6, 'away_runs': 4, 'probability': 0.018942930865216596}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.018643690433615894}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.018259456928148322}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01797101329654501}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.0178314508721453}], 'home_distribution': {'0': 0.023771634835783255, '1': 0.04009751148138618, '2': 0.06136997975805601, '3': 0.08522651482454796, '4': 0.10739242960173324, '5': 0.12278711516662576, '6': 0.12738318794986486, '7': 0.1199089556957687, '8': 0.10241682713280718, '9': 0.079372709061267, '10': 0.055815044977198726, '11': 0.035613244732822465, '12': 0.020618259380101946, '13': 0.010831101929681317, '14': 0.005162659430877625, '15': 0.00223282404147771}, 'away_distribution': {'0': 0.04296787294672846, '1': 0.07128029888387775, '2': 0.10377910761922243, '3': 0.13260659231395558, '4': 0.14870824926027212, '5': 0.14635911326817813, '6': 0.1264210058775356, '7': 0.09583705868275198, '8': 0.06376207977181277, '9': 0.03723113150391679, '10': 0.01907940202203852, '11': 0.00858100284649249, '12': 0.003387085003217416}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -0.3846, 'recent_quality_edge': 0.3, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.145}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'CHW 4 - 6 STL', 'winner': 'STL'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'CHW 4 - 6 STL', 'winner': 'STL'}, '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': 0.0192, 'recent_form_edge_home_minus_away': 0.3, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'STL', 'model_winner': 'STL', 'simulation_winner': 'STL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'STL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'STL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': -0.145, 'winner': 'STL', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
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_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: 169.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 4 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 4 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=STL, simulation=STL, published=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.598.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
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): STL wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: STL wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=8, sim=7; 2B: current=2, sim=0; 3B: current=0, sim=2; SO: current=8, sim=12; 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-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, H current=1 box=2, 2B current=1 box=0, 3B current=0 box=2; Miguel Vargas: HR current=1 box=0, BB current=1 box=0; Colson Montgomery: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, SO current=1 box=0; Edgar Quero: AB current=4 box=3, H current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Braden Montgomery: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jake Rogers: H current=0 box=1, BB current=0 box=1; Chase Meidroth: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, R current=1 box=0; Brenton Doyle: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=10; 2B: current=2, sim=1; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; 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-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: José Fermín: AB current=4 box=5, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Leonardo Bernal: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Thomas Saggese: AB current=3 box=4, R current=1 box=0; Iván Herrera: 2B current=1 box=0, BB current=1 box=0; Jordan Walker: AB current=4 box=2, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Alec Burleson: H current=1 box=2, RBI current=1 box=2; Masyn Winn: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Nathan Church: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.8849487315491574.9517396860618526Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction460.598Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by winner_starter_is_below_average)
embedded_savant_run_environment46Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review46Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target46Capped at max 12 realistic runs
simulation_result46Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHW20000002047
STL101020020610
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHWbatting32820144380000
currentCHWpitching1026398.0600
currentSTLbatting33920145370000
currentSTLpitching7143129.0400
simulationCHWbatting3470214431201
simulationCHWpitching1026398.0637156
simulationSTLbatting3410102663900
simulationSTLpitching7143129.0438169
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHWLFRandal Grichuk041100010100.250
currentCHW1BMiguel Vargas041001111100.250
currentCHW3BColson Montgomery041000110100.250
currentCHWDHEdgar Quero041000000100.250
currentCHWRFBraden Montgomery031000111100.333
currentCHWCJake Rogers030000000100.000
currentCHW2BChase Meidroth041100101100.250
currentCHWCFBrenton Doyle031000000100.333
currentCHWSSLuisangel Acuña031000000000.333
currentSTL3BJosé Fermín041000001000.250
currentSTLLFJoshua Baez041001110100.250
currentSTLCLeonardo Bernal041000111100.250
currentSTL2BThomas Saggese031000100100.333
currentSTLDHIván Herrera041100101100.250
currentSTLRFJordan Walker041100010100.250
currentSTL1BAlec Burleson041000110100.250
currentSTLSSMasyn Winn031000000100.333
currentSTLCFNathan Church031000000000.333
simulationCHW12BChase Meidroth530000002100.000
simulationCHW2LFRandal Grichuk552020100100.400
simulationCHW31BMiguel Vargas441000110100.250
simulationCHW43BColson Montgomery442001120000.500
simulationCHW5DHEdgar Quero430000000010.000
simulationCHW6CFBrenton Doyle441000110300.250
simulationCHW7RFBraden Montgomery440000000300.000
simulationCHW8CJake Rogers431000001100.333
simulationCHW9SSLuisangel Acuña440000000200.000
simulationSTL13BJosé Fermín551100110300.200
simulationSTL2DHIván Herrera441000100100.250
simulationSTL3RFJordan Walker420000002000.000
simulationSTL41BAlec Burleson442000120100.500
simulationSTL5LFJoshua Baez441001110100.250
simulationSTL6CLeonardo Bernal441000000200.250
simulationSTL72BThomas Saggese441000000100.250
simulationSTL8SSMasyn Winn431000111000.333
simulationSTL9CFNathan Church442001110000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHW1Anthony KayStarter5.0544361007.204.471.36
currentCHW2Grant TaylorCloser1.1000020000.002.401.03
currentCHW3Sean NewcombSetup Man1.1100000000.002.441.07
currentCHW4Bryan HudsonMiddle Reliever (High Leverage)0.14220110054.002.581.16
currentSTL1Matthew LiberatoreStarter5.0322171003.605.571.47
currentSTL2Justin BruihlMiddle Reliever (High Leverage)1.1000110000.003.551.34
currentSTL3Riley O'BrienCloser1.0000000000.004.031.28
currentSTL4Ryne StanekMiddle Reliever (High Leverage)1.04220200018.004.261.37
currentSTL5George SorianoSetup Man0.2000120000.004.501.39
simulationCHW1Anthony KayStarter5.0544361231027.204.471.36
simulationCHW2Grant TaylorCloser1.10000204180.002.401.03
simulationCHW3Sean NewcombSetup Man1.11000005200.002.441.07
simulationCHW4Bryan HudsonMiddle Reliever (High Leverage)0.142201151654.002.581.16
simulationSTL1Matthew LiberatoreStarter5.032217120883.605.571.47
simulationSTL2Riley O'BrienCloser1.00000003130.004.031.28
simulationSTL3George SorianoSetup Man0.20001203120.004.501.39
simulationSTL4Ryne StanekMiddle Reliever (High Leverage)1.042202072518.004.261.37
simulationSTL5Justin BruihlMiddle Reliever (High Leverage)1.10001105310.003.551.34
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHWAnthony KayStarter5.0453623102
CHWGrant TaylorCloser1.10002418
CHWSean NewcombSetup Man1.10100520
CHWBryan HudsonMiddle Reliever (High Leverage)0.12401516
STLMatthew LiberatoreStarter5.023172088
STLJustin BruihlMiddle Reliever (High Leverage)1.10011531
STLRiley O'BrienCloser1.00000313
STLRyne StanekMiddle Reliever (High Leverage)1.02402725
STLGeorge SorianoSetup Man0.20012312
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.

20260911_CIN@MIL

20260911_CIN@MIL.json • 2026-09-11

CIN 6 - MIL 8
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN 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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=38; H: current=8, sim=11; 2B: current=1, sim=0; 3B: current=0, sim=1; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=4, sim=3; SO: current=10, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Héctor Rodríguez: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Elly De La Cruz: HR current=1 box=0, SO current=1 box=0; JJ Bleday: AB current=4 box=5, H current=1 box=0, BB current=1 box=0; Sal Stewart: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=1 box=2; Tyler Stephenson: AB current=4 box=5, H current=1 box=2, RBI current=1 box=2, R current=0 box=1; Eugenio Suárez: AB current=3 box=5, H current=1 box=3, R current=0 box=1, SO current=2 box=0; Carlos Jorge: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Matt McLain: AB current=3 box=4, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=8, sim=10; 2B: current=2, sim=3; HR: current=1, sim=3; RBI: current=5, sim=8; R: current=5, sim=8; 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-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Andrew Vaughn: H current=1 box=0, R current=0 box=1, BB current=1 box=0, SO current=0 box=1; William Contreras: H current=1 box=3, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=3; Luis Lara: 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Jackson Chourio: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Brice Turang: AB current=4 box=3; Joey Ortiz: H current=1 box=0, SO current=1 box=2; Jake Bauers: AB current=3 box=4, RBI current=1 box=0, BB current=1 box=0; Cooper Pratt: AB current=3 box=4, H current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match MIL pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match MIL pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match MIL pitching: 11.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match MIL pitching: 5.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=42 matches MIL BF=42.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match CIN pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match CIN pitching: 3.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match CIN pitching: 10.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match CIN pitching: 8.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=35 matches CIN BF=35.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 8.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.679 -> 0.623 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.678813, 'sample_size': 319, 'empirical_hit_rate': 0.5674, 'empirical_weight': 0.5, 'blended_confidence': 0.623107, 'published_confidence': 0.54, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_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.
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]: 0.460.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.540.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.540.
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: 0.480/0.657.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CIN 11, MIL 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 6 - MIL 8.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIL; cap=0.54, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; local prediction memory shows 7 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.54, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 7 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'], 'signals': {'predicted_team': 'MIL', 'opponent_team': 'CIN', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-06', 'predicted_team_runs': 8, 'opponent_runs': 12, 'margin_for_predicted_team': -4, 'winner': 'CIN'}, {'date': '2026-09-05', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'CIN'}, {'date': '2026-09-04', 'predicted_team_runs': 10, 'opponent_runs': 7, 'margin_for_predicted_team': 3, 'winner': 'MIL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 7, 'consecutive_same_pick_count': 7, 'same_pick_actual_loss_count': 3, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260906', 'away': 'MIL', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'CIN', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260906_MIL@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260905', 'away': 'MIL', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.54, 'artifact': '20260905_MIL@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260904', 'away': 'MIL', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 3, 'raw_pick_probability': 0.54, 'artifact': '20260904_MIL@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260702', 'away': 'CIN', 'home': 'MIL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'CIN', 'actual_margin': 5, 'raw_pick_probability': 0.66, 'artifact': '20260702_CIN@MIL.json', 'verification': 'pregame_official_final'}, {'date': '20260701', 'away': 'CIN', 'home': 'MIL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 2, 'raw_pick_probability': 0.66, 'artifact': '20260701_CIN@MIL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIL', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'MIL', 'output_opponent_team': 'CIN', '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': 6, 'home_runs': 8, 'score_text': 'CIN 6 - 8 MIL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 8, 'score_text': 'CIN 6 - 8 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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0379, 'recent_form_edge_home_minus_away': 0.158, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 8, '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': 3, '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': 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': 8}, 'simulation_score': {'away_runs': 6, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.5263, 'winner': 'MIL', 'score_reviewed': {'away_runs': 6, '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_CIN@MIL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@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': -6.0, 'absolute_net_margin': 6.0, 'home_average_margin': -1.2, 'home_run_delta': -0.0346, 'away_run_delta': 0.0346, 'evidence': [{'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -5.0}, {'game_id': None, 'home_margin': 2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 7, 'away_runs': 6, 'probability': 0.014667058971784323}, {'home_runs': 7, 'away_runs': 5, 'probability': 0.01438243394778807}, {'home_runs': 8, 'away_runs': 6, 'probability': 0.014373485434714192}, {'home_runs': 8, 'away_runs': 5, 'probability': 0.014094557420267979}, {'home_runs': 6, 'away_runs': 6, 'probability': 0.013831334580294985}], 'home_distribution': {'0': 0.014381293878905233, '1': 0.024481402174876578, '2': 0.038513653583323045, '3': 0.055992937886036376, '4': 0.07523014419910865, '5': 0.09340941182654099, '6': 0.10718388256221793, '7': 0.11366020518399807, '8': 0.11138520045918078, '9': 0.10087572053369681, '10': 0.08442788556156455, '11': 0.06530181913761887, '12': 0.04667719508734256, '13': 0.030833606493458687, '14': 0.018822790319619444, '15': 0.01061900406710442, '16': 0.005536351734988803, '17': 0.0026674953104183345}, 'away_distribution': {'0': 0.025471762515428823, '1': 0.0428983131803733, '2': 0.06535026007489844, '3': 0.09004929382403397, '4': 0.11223781121235611, '5': 0.12653887017452733, '6': 0.12904304499574545, '7': 0.11903403039522137, '8': 0.09931927970710772, '9': 0.07495866963707976, '10': 0.051172432905666816, '11': 0.031599204292770494, '12': 0.017649894524882078, '13': 0.008917312130619118, '14': 0.00407522609654728, '15': 0.0016845943327420166}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 2.2254, 'recent_quality_edge': 0.228, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.5263}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 8, 'score_text': 'CIN 6 - 8 MIL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 8, 'score_text': 'CIN 6 - 8 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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0379, 'recent_form_edge_home_minus_away': 0.158, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 8, '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': 3, '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': 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': 8}, 'simulation_score': {'away_runs': 6, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.5263, 'winner': 'MIL', 'score_reviewed': {'away_runs': 6, '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: 130.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
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: 130.
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: 170.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL 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_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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 6 - 8 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 6 - 8 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 8-6.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.540.
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): MIL wins 8-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 6-8.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-8.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-8, final 6-8 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 14.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 8-6.
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_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match MIL pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match MIL pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match MIL pitching: 11.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match MIL pitching: 5.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=42 matches MIL BF=42.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match CIN pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match CIN pitching: 3.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match CIN pitching: 10.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match CIN pitching: 8.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=35 matches CIN BF=35.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 8.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.679 -> 0.623 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.678813, 'sample_size': 319, 'empirical_hit_rate': 0.5674, 'empirical_weight': 0.5, 'blended_confidence': 0.623107, 'published_confidence': 0.54, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_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.
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]: 0.460.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.540.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.540.
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: 0.480/0.657.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CIN 11, MIL 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 6 - MIL 8.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIL; cap=0.54, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; local prediction memory shows 7 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.54, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 7 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'], 'signals': {'predicted_team': 'MIL', 'opponent_team': 'CIN', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-06', 'predicted_team_runs': 8, 'opponent_runs': 12, 'margin_for_predicted_team': -4, 'winner': 'CIN'}, {'date': '2026-09-05', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'CIN'}, {'date': '2026-09-04', 'predicted_team_runs': 10, 'opponent_runs': 7, 'margin_for_predicted_team': 3, 'winner': 'MIL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 7, 'consecutive_same_pick_count': 7, 'same_pick_actual_loss_count': 3, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260906', 'away': 'MIL', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'CIN', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260906_MIL@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260905', 'away': 'MIL', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.54, 'artifact': '20260905_MIL@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260904', 'away': 'MIL', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 3, 'raw_pick_probability': 0.54, 'artifact': '20260904_MIL@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260702', 'away': 'CIN', 'home': 'MIL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'CIN', 'actual_margin': 5, 'raw_pick_probability': 0.66, 'artifact': '20260702_CIN@MIL.json', 'verification': 'pregame_official_final'}, {'date': '20260701', 'away': 'CIN', 'home': 'MIL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 2, 'raw_pick_probability': 0.66, 'artifact': '20260701_CIN@MIL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIL', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'MIL', 'output_opponent_team': 'CIN', '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': 6, 'home_runs': 8, 'score_text': 'CIN 6 - 8 MIL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 8, 'score_text': 'CIN 6 - 8 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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0379, 'recent_form_edge_home_minus_away': 0.158, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 8, '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': 3, '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': 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': 8}, 'simulation_score': {'away_runs': 6, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.5263, 'winner': 'MIL', 'score_reviewed': {'away_runs': 6, '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_CIN@MIL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@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': -6.0, 'absolute_net_margin': 6.0, 'home_average_margin': -1.2, 'home_run_delta': -0.0346, 'away_run_delta': 0.0346, 'evidence': [{'game_id': None, 'home_margin': -4.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -5.0}, {'game_id': None, 'home_margin': 2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 7, 'away_runs': 6, 'probability': 0.014667058971784323}, {'home_runs': 7, 'away_runs': 5, 'probability': 0.01438243394778807}, {'home_runs': 8, 'away_runs': 6, 'probability': 0.014373485434714192}, {'home_runs': 8, 'away_runs': 5, 'probability': 0.014094557420267979}, {'home_runs': 6, 'away_runs': 6, 'probability': 0.013831334580294985}], 'home_distribution': {'0': 0.014381293878905233, '1': 0.024481402174876578, '2': 0.038513653583323045, '3': 0.055992937886036376, '4': 0.07523014419910865, '5': 0.09340941182654099, '6': 0.10718388256221793, '7': 0.11366020518399807, '8': 0.11138520045918078, '9': 0.10087572053369681, '10': 0.08442788556156455, '11': 0.06530181913761887, '12': 0.04667719508734256, '13': 0.030833606493458687, '14': 0.018822790319619444, '15': 0.01061900406710442, '16': 0.005536351734988803, '17': 0.0026674953104183345}, 'away_distribution': {'0': 0.025471762515428823, '1': 0.0428983131803733, '2': 0.06535026007489844, '3': 0.09004929382403397, '4': 0.11223781121235611, '5': 0.12653887017452733, '6': 0.12904304499574545, '7': 0.11903403039522137, '8': 0.09931927970710772, '9': 0.07495866963707976, '10': 0.051172432905666816, '11': 0.031599204292770494, '12': 0.017649894524882078, '13': 0.008917312130619118, '14': 0.00407522609654728, '15': 0.0016845943327420166}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 2.2254, 'recent_quality_edge': 0.228, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.5263}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 8, 'score_text': 'CIN 6 - 8 MIL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 8, 'score_text': 'CIN 6 - 8 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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0379, 'recent_form_edge_home_minus_away': 0.158, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 8, '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': 3, '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': 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': 8}, 'simulation_score': {'away_runs': 6, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.5263, 'winner': 'MIL', 'score_reviewed': {'away_runs': 6, '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: 130.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
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: 130.
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: 170.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL 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_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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 6 - 8 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 6 - 8 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 8-6.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.540.
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): MIL wins 8-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 6-8.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-8.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-8, final 6-8 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 14.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 8-6.
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_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 6/10 = 0.600.
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_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_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN 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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=38; H: current=8, sim=11; 2B: current=1, sim=0; 3B: current=0, sim=1; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=4, sim=3; SO: current=10, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Héctor Rodríguez: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Elly De La Cruz: HR current=1 box=0, SO current=1 box=0; JJ Bleday: AB current=4 box=5, H current=1 box=0, BB current=1 box=0; Sal Stewart: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=1 box=2; Tyler Stephenson: AB current=4 box=5, H current=1 box=2, RBI current=1 box=2, R current=0 box=1; Eugenio Suárez: AB current=3 box=5, H current=1 box=3, R current=0 box=1, SO current=2 box=0; Carlos Jorge: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Matt McLain: AB current=3 box=4, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=8, sim=10; 2B: current=2, sim=3; HR: current=1, sim=3; RBI: current=5, sim=8; R: current=5, sim=8; 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-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Andrew Vaughn: H current=1 box=0, R current=0 box=1, BB current=1 box=0, SO current=0 box=1; William Contreras: H current=1 box=3, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=3; Luis Lara: 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Jackson Chourio: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Brice Turang: AB current=4 box=3; Joey Ortiz: H current=1 box=0, SO current=1 box=2; Jake Bauers: AB current=3 box=4, RBI current=1 box=0, BB current=1 box=0; Cooper Pratt: AB current=3 box=4, H current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1786217275067465.052760252546923Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction670.540Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment68Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review68Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target68Capped at max 12 realistic runs
simulation_result68Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CIN120001002611
MIL302102000810
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCINbatting338101444100000
currentCINpitching1038188.0700
currentMILbatting32820155480000
currentMILpitching1116359.0600
simulationCINbatting3811011663501
simulationCINpitching1038188.0835130
simulationMILbatting3410303881800
simulationMILpitching1116359.0642170
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCINRFHéctor Rodríguez041100110100.250
currentCINSSElly De La Cruz041001111100.250
currentCINLFJJ Bleday041000001100.250
currentCIN1BSal Stewart041000111100.250
currentCINCTyler Stephenson041000011100.250
currentCINDHEugenio Suárez031000000200.333
currentCINCFCarlos Jorge041000000100.250
currentCIN2BMatt McLain031000100100.333
currentCIN3BKe'Bryan Hayes030000000100.000
currentMILDHAndrew Vaughn041000001000.250
currentMILCWilliam Contreras041100111100.250
currentMILRFLuis Lara041000010100.250
currentMILLFJackson Chourio041001110100.250
currentMIL2BBrice Turang041100111100.250
currentMIL3BJoey Ortiz031000000100.333
currentMIL1BJake Bauers031000111100.333
currentMILSSCooper Pratt030000000100.000
currentMILCFGarrett Mitchell031000100100.333
simulationCIN1RFHéctor Rodríguez550000000100.000
simulationCIN2SSElly De La Cruz541000111000.250
simulationCIN31BSal Stewart531000002000.333
simulationCIN4LFJJ Bleday550000000100.000
simulationCIN5CTyler Stephenson552000120100.400
simulationCIN6DHEugenio Suárez553000100000.600
simulationCIN7CFCarlos Jorge431001120110.333
simulationCIN82BMatt McLain441000110100.250
simulationCIN93BKe'Bryan Hayes442010100000.500
simulationMIL1LFJackson Chourio442101120200.500
simulationMIL22BBrice Turang431100111100.333
simulationMIL3CWilliam Contreras443001130100.750
simulationMIL4DHAndrew Vaughn440000100100.000
simulationMIL51BJake Bauers441000100100.250
simulationMIL6RFLuis Lara441100100000.250
simulationMIL7SSCooper Pratt441000100000.250
simulationMIL8CFGarrett Mitchell441001120000.250
simulationMIL93BJoey Ortiz330000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCIN1Andrew AbbottStarter4.2765132009.644.431.42
currentCIN2Brock BurkeMiddle Reliever (High Leverage)1.0100010000.002.501.30
currentCIN3Emilio PagánCloser1.0000020000.003.931.06
currentCIN4Luis MeySetup Man1.02220210018.004.231.48
currentCIN6Tony SantillanMiddle Reliever (High Leverage)0.1000000000.005.971.59
currentMIL1Dustin MayStarter4.2744131007.714.691.32
currentMIL2Aaron AshbyMiddle Reliever (High Leverage)1.03221000018.003.251.37
currentMIL3Abner UribeSetup Man1.0100020000.002.060.99
currentMIL5Trevor MegillCloser2.1000100000.001.940.86
simulationCIN1Andrew AbbottStarter4.2766132228411.574.431.42
simulationCIN2Emilio PagánCloser1.00000203130.003.931.06
simulationCIN3Luis MeySetup Man1.022202151318.004.231.48
simulationCIN4Brock BurkeMiddle Reliever (High Leverage)1.01000104160.002.501.30
simulationCIN5Tony SantillanMiddle Reliever (High Leverage)0.1000000140.005.971.59
simulationMIL1Dustin MayStarter4.274413123957.714.691.32
simulationMIL2Trevor MegillCloser2.10001008330.001.940.86
simulationMIL3Abner UribeSetup Man1.01000204160.002.060.99
simulationMIL4Aaron AshbyMiddle Reliever (High Leverage)1.032210072618.003.251.37
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CINAndrew AbbottStarter4.267132284
CINBrock BurkeMiddle Reliever (High Leverage)1.00101416
CINEmilio PagánCloser1.00002313
CINLuis MeySetup Man1.02202513
CINTony SantillanMiddle Reliever (High Leverage)0.1000014
MILDustin MayStarter4.247132395
MILAaron AshbyMiddle Reliever (High Leverage)1.02310726
MILAbner UribeSetup Man1.00102416
MILTrevor MegillCloser2.10010833
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260911_CLE@MIN

20260911_CLE@MIN.json • 2026-09-11

CLE 4 - MIN 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_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_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_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=8, sim=5; HR: current=1, sim=0; R: current=5, sim=4; BB: current=4, sim=3; 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-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Steven Kwan: AB current=4 box=2, H current=1 box=0, R current=1 box=0, BB current=1 box=2; Chase DeLauter: RBI current=1 box=3, BB current=1 box=0; Travis Bazzana: AB current=3 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0; José Ramírez: H current=1 box=0, 2B current=1 box=0, R current=1 box=0, BB current=1 box=0; Jo Adell: H current=1 box=0, RBI current=1 box=0; Nathaniel Lowe: H current=1 box=2, HR current=1 box=0, RBI current=1 box=0; Angel Martínez: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Brayan Rocchio: 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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=8, sim=9; 2B: current=2, sim=4; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=1; SO: current=8, sim=10; 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-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Luke Keaschall: RBI current=0 box=2, BB current=1 box=0, SO current=1 box=0; Kaelen Culpepper: H current=1 box=0, RBI current=0 box=1; Kody Clemens: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Josh Bell: RBI current=1 box=0, SO current=1 box=2; Austin Martin: AB current=3 box=2, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Ryan Jeffers: H current=1 box=2, BB current=1 box=0, SO current=1 box=2; Royce Lewis: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Brooks Lee: RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match MIN pitching: 0.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match MIN pitching: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match MIN pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=35 matches MIN BF=35.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match CLE pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match CLE pitching: 9.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match CLE pitching: 10.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=34 matches CLE BF=34.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.553 -> 0.548 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.553482, 'sample_size': 420, 'empirical_hit_rate': 0.5429, 'empirical_weight': 0.5, 'blended_confidence': 0.548191, 'published_confidence': 0.505263, '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.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_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.
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: 0.528/0.713.
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: CLE 5, MIN 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 4 - MIN 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIN; cap=0.58, reasons=local prediction memory shows 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 2 straight prior same-side picks'], 'signals': {'predicted_team': 'MIN', 'opponent_team': 'CLE', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-23', 'predicted_team_runs': 3, 'opponent_runs': 1, 'margin_for_predicted_team': 2, 'winner': 'MIN'}, {'date': '2026-07-22', 'predicted_team_runs': 10, 'opponent_runs': 6, 'margin_for_predicted_team': 4, 'winner': 'MIN'}, {'date': '2026-07-21', 'predicted_team_runs': 2, 'opponent_runs': 5, 'margin_for_predicted_team': -3, 'winner': 'CLE'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 4, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260723', 'away': 'MIN', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'MIN', 'actual_margin': 2, 'raw_pick_probability': 0.51, 'artifact': '20260723_MIN@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260722', 'away': 'MIN', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'MIN', 'actual_margin': 4, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260722_MIN@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260721', 'away': 'MIN', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 3, 'raw_pick_probability': 0.66, 'artifact': '20260721_MIN@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260708', 'away': 'CLE', 'home': 'MIN', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'MIN', 'actual_margin': 1, 'raw_pick_probability': 0.63, 'artifact': '20260708_CLE@MIN.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIN', 'guardrail_opponent_team': 'CLE', 'output_pre_simulation_winner': 'MIN', 'output_opponent_team': 'CLE', 'simulation_score_winner': 'MIN', 'final_score_winner': 'MIN', 'pre_simulation_winner': 'MIN', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CLE 4 - 5 MIN', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CLE 4 - 5 MIN', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0544, 'recent_form_edge_home_minus_away': 0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'MIN', 'model_winner': 'MIN', 'simulation_winner': 'MIN', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'MIN', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'MIN', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 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': -0.0888, 'winner': 'MIN', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_CLE@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@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': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -1.8, 'home_run_delta': -0.0519, 'away_run_delta': 0.0519, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -9.0}, {'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': 4, 'probability': 0.02642052482345289}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.025525735159183535}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.025202030244519998}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.024348507601344393}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.023845199626066255}], 'home_distribution': {'0': 0.054512058226157775, '1': 0.08956486191984803, '2': 0.12668825426599922, '3': 0.1542725482371339, '4': 0.1617314815802516, '5': 0.14596680004922588, '6': 0.11341414420522651, '7': 0.07586369005250661, '8': 0.0436872106620857, '9': 0.021658495279773197, '10': 0.009243913123914137, '11': 0.0033965423978776187}, 'away_distribution': {'0': 0.05669098314265525, '1': 0.09297522769066502, '2': 0.1307948022772816, '3': 0.15782786943998653, '4': 0.16336043276981269, '5': 0.1450374079995311, '6': 0.11045443472859567, '7': 0.07215330987584331, '8': 0.040429589533320716, '9': 0.01943177079628831, '10': 0.0080111598853264, '11': 0.0028330118606932336}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -0.3004, 'recent_quality_edge': 0.304, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.0888}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CLE 4 - 5 MIN', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CLE 4 - 5 MIN', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0544, 'recent_form_edge_home_minus_away': 0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'MIN', 'model_winner': 'MIN', 'simulation_winner': 'MIN', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'MIN', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'MIN', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 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': -0.0888, 'winner': 'MIN', '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: 142.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
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: 142.
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: 148.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE 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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 4 - 5 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 4 - 5 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIN, simulation=MIN, published=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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): MIN wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN 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: MIN wins 5-4.
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: 4/10 = 0.400.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match MIN pitching: 0.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match MIN pitching: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match MIN pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=35 matches MIN BF=35.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match CLE pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match CLE pitching: 9.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match CLE pitching: 10.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=34 matches CLE BF=34.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.553 -> 0.548 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.553482, 'sample_size': 420, 'empirical_hit_rate': 0.5429, 'empirical_weight': 0.5, 'blended_confidence': 0.548191, 'published_confidence': 0.505263, '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.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_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.
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: 0.528/0.713.
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: CLE 5, MIN 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 4 - MIN 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIN; cap=0.58, reasons=local prediction memory shows 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 2 straight prior same-side picks'], 'signals': {'predicted_team': 'MIN', 'opponent_team': 'CLE', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-23', 'predicted_team_runs': 3, 'opponent_runs': 1, 'margin_for_predicted_team': 2, 'winner': 'MIN'}, {'date': '2026-07-22', 'predicted_team_runs': 10, 'opponent_runs': 6, 'margin_for_predicted_team': 4, 'winner': 'MIN'}, {'date': '2026-07-21', 'predicted_team_runs': 2, 'opponent_runs': 5, 'margin_for_predicted_team': -3, 'winner': 'CLE'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 4, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260723', 'away': 'MIN', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'MIN', 'actual_margin': 2, 'raw_pick_probability': 0.51, 'artifact': '20260723_MIN@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260722', 'away': 'MIN', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'MIN', 'actual_margin': 4, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260722_MIN@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260721', 'away': 'MIN', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 3, 'raw_pick_probability': 0.66, 'artifact': '20260721_MIN@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260708', 'away': 'CLE', 'home': 'MIN', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'MIN', 'actual_margin': 1, 'raw_pick_probability': 0.63, 'artifact': '20260708_CLE@MIN.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIN', 'guardrail_opponent_team': 'CLE', 'output_pre_simulation_winner': 'MIN', 'output_opponent_team': 'CLE', 'simulation_score_winner': 'MIN', 'final_score_winner': 'MIN', 'pre_simulation_winner': 'MIN', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CLE 4 - 5 MIN', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CLE 4 - 5 MIN', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0544, 'recent_form_edge_home_minus_away': 0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'MIN', 'model_winner': 'MIN', 'simulation_winner': 'MIN', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'MIN', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'MIN', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 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': -0.0888, 'winner': 'MIN', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_CLE@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@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': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -1.8, 'home_run_delta': -0.0519, 'away_run_delta': 0.0519, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -9.0}, {'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': 4, 'probability': 0.02642052482345289}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.025525735159183535}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.025202030244519998}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.024348507601344393}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.023845199626066255}], 'home_distribution': {'0': 0.054512058226157775, '1': 0.08956486191984803, '2': 0.12668825426599922, '3': 0.1542725482371339, '4': 0.1617314815802516, '5': 0.14596680004922588, '6': 0.11341414420522651, '7': 0.07586369005250661, '8': 0.0436872106620857, '9': 0.021658495279773197, '10': 0.009243913123914137, '11': 0.0033965423978776187}, 'away_distribution': {'0': 0.05669098314265525, '1': 0.09297522769066502, '2': 0.1307948022772816, '3': 0.15782786943998653, '4': 0.16336043276981269, '5': 0.1450374079995311, '6': 0.11045443472859567, '7': 0.07215330987584331, '8': 0.040429589533320716, '9': 0.01943177079628831, '10': 0.0080111598853264, '11': 0.0028330118606932336}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -0.3004, 'recent_quality_edge': 0.304, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.0888}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CLE 4 - 5 MIN', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'CLE 4 - 5 MIN', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0544, 'recent_form_edge_home_minus_away': 0.234, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 5, 'winner': 'MIN', 'model_winner': 'MIN', 'simulation_winner': 'MIN', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'MIN', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'MIN', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 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': -0.0888, 'winner': 'MIN', '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: 142.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
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: 142.
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: 148.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE 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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 4 - 5 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 4 - 5 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIN, simulation=MIN, published=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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): MIN wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN 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: MIN wins 5-4.
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: 4/10 = 0.400.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 5/10 = 0.500.
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_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_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=8, sim=5; HR: current=1, sim=0; R: current=5, sim=4; BB: current=4, sim=3; 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-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Steven Kwan: AB current=4 box=2, H current=1 box=0, R current=1 box=0, BB current=1 box=2; Chase DeLauter: RBI current=1 box=3, BB current=1 box=0; Travis Bazzana: AB current=3 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0; José Ramírez: H current=1 box=0, 2B current=1 box=0, R current=1 box=0, BB current=1 box=0; Jo Adell: H current=1 box=0, RBI current=1 box=0; Nathaniel Lowe: H current=1 box=2, HR current=1 box=0, RBI current=1 box=0; Angel Martínez: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Brayan Rocchio: 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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=8, sim=9; 2B: current=2, sim=4; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=1; SO: current=8, sim=10; 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-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Luke Keaschall: RBI current=0 box=2, BB current=1 box=0, SO current=1 box=0; Kaelen Culpepper: H current=1 box=0, RBI current=0 box=1; Kody Clemens: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Josh Bell: RBI current=1 box=0, SO current=1 box=2; Austin Martin: AB current=3 box=2, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Ryan Jeffers: H current=1 box=2, BB current=1 box=0, SO current=1 box=2; Royce Lewis: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Brooks Lee: RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.6424790915248054.0427795232615535Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.505Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by 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
CLE00002110045
MIN02100101059
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCLEbatting33820145470000
currentCLEpitching9151108.0500
currentMINbatting34820144380000
currentMINpitching504389.0400
simulationCLEbatting325200443800
simulationCLEpitching9151108.0534142
simulationMINbatting3294015511010
simulationMINpitching504389.0435148
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCLECFSteven Kwan041000101000.250
currentCLEDHChase DeLauter041100111100.250
currentCLE2BTravis Bazzana031000101100.333
currentCLE3BJosé Ramírez041100101100.250
currentCLERFJo Adell041000010100.250
currentCLE1BNathaniel Lowe041001110100.250
currentCLELFAngel Martínez041000010100.250
currentCLESSBrayan Rocchio031000000000.333
currentCLECAustin Hedges030000000100.000
currentMINRFLuke Keaschall041100101100.250
currentMINSSKaelen Culpepper041000100100.250
currentMIN2BKody Clemens041000110100.250
currentMINDHJosh Bell041100010100.250
currentMINLFAustin Martin031000001000.333
currentMINCRyan Jeffers041001111100.250
currentMIN1BRoyce Lewis041000000100.250
currentMINCFWalker Jenkins030000000100.000
currentMIN3BBrooks Lee041000010100.250
simulationCLE1CFSteven Kwan420000002000.000
simulationCLE2DHChase DeLauter441100130100.250
simulationCLE33BJosé Ramírez440000000100.000
simulationCLE4RFJo Adell440000000100.000
simulationCLE52BTravis Bazzana440000000100.000
simulationCLE61BNathaniel Lowe442000100100.500
simulationCLE7LFAngel Martínez431100111100.333
simulationCLE8CAustin Hedges440000000100.000
simulationCLE9SSBrayan Rocchio331000100100.333
simulationMIN1RFLuke Keaschall441100120000.250
simulationMIN2SSKaelen Culpepper440000110100.000
simulationMIN3CRyan Jeffers442001110200.500
simulationMIN4DHJosh Bell441100000200.250
simulationMIN52BKody Clemens442100000100.500
simulationMIN61BRoyce Lewis430000110200.000
simulationMIN73BBrooks Lee441000000100.250
simulationMIN8LFAustin Martin322100101001.000
simulationMIN9CFWalker Jenkins330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCLE1Parker MessickStarter6.0633191004.502.531.04
currentCLE2Cade SmithCloser1.2100000000.002.221.05
currentCLE5Hunter GaddisSetup Man0.12220100054.002.611.14
currentMIN1Taj BradleyStarter5.2333140004.763.951.26
currentMIN2A.J. MinterMiddle Reliever (High Leverage)1.1000110000.001.660.95
currentMIN3Jeff HoffmanSetup Man1.0000110000.003.751.37
currentMIN4Yoendrys GómezCloser1.0211020009.003.501.33
simulationCLE1Parker MessickStarter6.0633191251084.502.531.04
simulationCLE2Cade SmithCloser1.21000006240.002.221.05
simulationCLE3Hunter GaddisSetup Man0.122201031054.002.611.14
simulationMIN1Taj BradleyStarter5.233314021914.763.951.26
simulationMIN2Yoendrys GómezCloser1.02110205199.003.501.33
simulationMIN3Jeff HoffmanSetup Man1.00001104170.003.751.37
simulationMIN4A.J. MinterMiddle Reliever (High Leverage)1.10001105210.001.660.95
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CLEParker MessickStarter6.0361925108
CLECade SmithCloser1.20100624
CLEHunter GaddisSetup Man0.12201310
MINTaj BradleyStarter5.233142191
MINA.J. MinterMiddle Reliever (High Leverage)1.10011521
MINJeff HoffmanSetup Man1.00011417
MINYoendrys GómezCloser1.01202519
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.

20260911_COL@DET

20260911_COL@DET.json • 2026-09-11

COL 4 - DET 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_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_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_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (H: current=8, sim=5; 2B: current=1, sim=0; HR: current=1, sim=3).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=3, H current=1 box=0; Cole Carrigg: 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Adael Amador: AB current=3 box=4, HR current=0 box=1, SO current=1 box=2; Troy Johnston: AB current=3 box=4; Jordan Beck: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Hunter Goodman: RBI current=1 box=2, SO current=1 box=0; Kyle Karros: AB current=4 box=3, H current=1 box=0; Jake McCarthy: HR 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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=8, sim=9; 2B: current=1, sim=0; 3B: current=0, sim=1; HR: current=1, sim=2; RBI: current=4, sim=5; BB: current=3, sim=5; SO: current=8, sim=3).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: AB current=4 box=5, 3B current=0 box=1, BB current=1 box=0, SO current=0 box=1; Gleyber Torres: AB current=4 box=3, BB current=1 box=2, SO current=1 box=0; Colt Keith: AB current=3 box=4, H current=1 box=3, HR current=0 box=2, RBI current=0 box=4; John Peck: AB current=3 box=2, H current=1 box=0, RBI current=1 box=0, BB current=0 box=2; Max Clark: AB current=3 box=4, H current=1 box=3, SO current=1 box=0; Javier Báez: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Riley Greene: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Dillon Dingler: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match DET pitching: 3.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match DET pitching: 3.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match DET pitching: 8.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=35 matches DET BF=35.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match COL pitching: 5.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match COL pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match COL pitching: 9.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match COL pitching: 3.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=38 matches COL BF=38.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.627 -> 0.594 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.62733, 'sample_size': 317, 'empirical_hit_rate': 0.5615, 'empirical_weight': 0.5, 'blended_confidence': 0.594415, 'published_confidence': 0.541169, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
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.
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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.459.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.541.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.541.
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: 0.528/0.713.
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: COL 5, DET 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 4 - DET 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.5411689, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_COL@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@DET.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': False, 'sample_size': 0, 'home_net_margin': 0.0, 'home_average_margin': 0.0, 'home_run_delta': 0.0, 'away_run_delta': 0.0, 'evidence': []}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 4, 'probability': 0.020742692687590557}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.020282813022249425}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01976567013998132}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.019327451731883518}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.01904189739583601}], 'home_distribution': {'0': 0.029765127748213185, '1': 0.04993787949080211, '2': 0.07520740169631022, '3': 0.10167149603816167, '4': 0.12338034629536271, '5': 0.13440050398826608, '6': 0.13142075301153872, '7': 0.11535466089162467, '8': 0.09088966107496967, '9': 0.06428386237538615, '10': 0.04081291201190877, '11': 0.02325955195498577, '12': 0.01189907626647225, '13': 0.005464284375600255, '14': 0.0022524827803977712}, 'away_distribution': {'0': 0.04723131157252015, '1': 0.07807209826882797, '2': 0.11244932132066031, '3': 0.1411279284241315, '4': 0.15433493232586026, '5': 0.1470654465827522, '6': 0.12211027164665414, '7': 0.08834640660833441, '8': 0.055695579009707924, '9': 0.030594805581153024, '10': 0.014644340335999253, '11': 0.006107831818341062, '12': 0.002219726505057794}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 1.5548, 'recent_quality_edge': 0.14, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.0596}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'COL 4 - 5 DET', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'COL 4 - 5 DET', 'winner': 'DET'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0621, 'recent_form_edge_home_minus_away': 0.14, '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': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'DET', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'DET', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 1.0596, 'winner': 'DET', '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: 165.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
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: 165.
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: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
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_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_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL 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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 4 - 5 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 4 - 5 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=DET, simulation=DET, published=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.541.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
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): DET wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET 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: DET wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 4/10 = 0.400.
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.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match DET pitching: 3.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match DET pitching: 3.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match DET pitching: 8.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=35 matches DET BF=35.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match COL pitching: 5.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match COL pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match COL pitching: 9.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match COL pitching: 3.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=38 matches COL BF=38.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.627 -> 0.594 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.62733, 'sample_size': 317, 'empirical_hit_rate': 0.5615, 'empirical_weight': 0.5, 'blended_confidence': 0.594415, 'published_confidence': 0.541169, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
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.
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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.459.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.541.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.541.
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: 0.528/0.713.
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: COL 5, DET 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 4 - DET 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.5411689, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_COL@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@DET.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': False, 'sample_size': 0, 'home_net_margin': 0.0, 'home_average_margin': 0.0, 'home_run_delta': 0.0, 'away_run_delta': 0.0, 'evidence': []}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 4, 'probability': 0.020742692687590557}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.020282813022249425}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01976567013998132}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.019327451731883518}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.01904189739583601}], 'home_distribution': {'0': 0.029765127748213185, '1': 0.04993787949080211, '2': 0.07520740169631022, '3': 0.10167149603816167, '4': 0.12338034629536271, '5': 0.13440050398826608, '6': 0.13142075301153872, '7': 0.11535466089162467, '8': 0.09088966107496967, '9': 0.06428386237538615, '10': 0.04081291201190877, '11': 0.02325955195498577, '12': 0.01189907626647225, '13': 0.005464284375600255, '14': 0.0022524827803977712}, 'away_distribution': {'0': 0.04723131157252015, '1': 0.07807209826882797, '2': 0.11244932132066031, '3': 0.1411279284241315, '4': 0.15433493232586026, '5': 0.1470654465827522, '6': 0.12211027164665414, '7': 0.08834640660833441, '8': 0.055695579009707924, '9': 0.030594805581153024, '10': 0.014644340335999253, '11': 0.006107831818341062, '12': 0.002219726505057794}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 1.5548, 'recent_quality_edge': 0.14, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.0596}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'COL 4 - 5 DET', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'COL 4 - 5 DET', 'winner': 'DET'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0621, 'recent_form_edge_home_minus_away': 0.14, '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': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'DET', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'DET', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 1.0596, 'winner': 'DET', '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: 165.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
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: 165.
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: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
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_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_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL 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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 4 - 5 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 4 - 5 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=DET, simulation=DET, published=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.541.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
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): DET wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET 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: DET wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 4/10 = 0.400.
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.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (H: current=8, sim=5; 2B: current=1, sim=0; HR: current=1, sim=3).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=3, H current=1 box=0; Cole Carrigg: 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Adael Amador: AB current=3 box=4, HR current=0 box=1, SO current=1 box=2; Troy Johnston: AB current=3 box=4; Jordan Beck: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Hunter Goodman: RBI current=1 box=2, SO current=1 box=0; Kyle Karros: AB current=4 box=3, H current=1 box=0; Jake McCarthy: HR 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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=8, sim=9; 2B: current=1, sim=0; 3B: current=0, sim=1; HR: current=1, sim=2; RBI: current=4, sim=5; BB: current=3, sim=5; SO: current=8, sim=3).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: AB current=4 box=5, 3B current=0 box=1, BB current=1 box=0, SO current=0 box=1; Gleyber Torres: AB current=4 box=3, BB current=1 box=2, SO current=1 box=0; Colt Keith: AB current=3 box=4, H current=1 box=3, HR current=0 box=2, RBI current=0 box=4; John Peck: AB current=3 box=2, H current=1 box=0, RBI current=1 box=0, BB current=0 box=2; Max Clark: AB current=3 box=4, H current=1 box=3, SO current=1 box=0; Javier Báez: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Riley Greene: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Dillon Dingler: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.0312720803382214.9688260026257325Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.541Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run)
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
COL00000201145
DET00200030059
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCOLbatting32810144380000
currentCOLpitching925538.0500
currentDETbatting31810145380000
currentDETpitching534389.0400
simulationCOLbatting325003443800
simulationCOLpitching925538.0538165
simulationDETbatting339012555300
simulationDETpitching534389.0435150
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCOL1BConnor Norby041000001100.250
currentCOLCFCole Carrigg041100111100.250
currentCOL2BAdael Amador031000110100.333
currentCOLDHTroy Johnston031000000000.333
currentCOLRFJordan Beck031000000100.333
currentCOLCHunter Goodman041001110100.250
currentCOL3BKyle Karros041000001100.250
currentCOLLFJake McCarthy041000110100.250
currentCOLSSEzequiel Tovar030000000100.000
currentDET3BKevin McGonigle041000101000.250
currentDETDHGleyber Torres041000111100.250
currentDET1BColt Keith031000000100.333
currentDETSSJohn Peck031000010100.333
currentDETCFMax Clark031000100100.333
currentDET2BJavier Báez031000000100.333
currentDETLFRiley Greene041100111100.250
currentDETCDillon Dingler041001110100.250
currentDETRFZach McKinstry030000000100.000
simulationCOL1LFJake McCarthy441001110000.250
simulationCOL21BConnor Norby430000001100.000
simulationCOL3CFCole Carrigg441000100100.250
simulationCOL4CHunter Goodman441001120000.250
simulationCOL53BKyle Karros430000001100.000
simulationCOL62BAdael Amador441001110200.250
simulationCOL7DHTroy Johnston441000000000.250
simulationCOL8RFJordan Beck430000001000.000
simulationCOL9SSEzequiel Tovar330000000300.000
simulationDET13BKevin McGonigle551010100100.200
simulationDET2DHGleyber Torres531000112000.333
simulationDET31BColt Keith443002140000.750
simulationDET4LFRiley Greene430000001000.000
simulationDET5CDillon Dingler440000000100.000
simulationDET6CFMax Clark443000100000.750
simulationDET7SSJohn Peck420000002000.000
simulationDET8RFZach McKinstry441000100100.250
simulationDET92BJavier Báez440000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCOL1Mason AdamsStarter4.1422321004.153.951.61
currentCOL2Jaden HillMiddle Reliever (High Leverage)1.2000000000.004.671.50
currentCOL3Jordan RomanoCloser1.0100000000.003.901.23
currentCOL4Brennan BernardinoSetup Man0.2100010000.002.511.12
currentCOL6Jimmy HergetMiddle Reliever (High Leverage)0.13332010081.006.261.54
currentDET1Framber ValdezStarter6.0322361003.004.171.36
currentDET2Tyler HoltonSetup Man1.1111001006.752.741.23
currentDET3Kenley JansenCloser1.0000010000.003.181.11
currentDET4Kyle FinneganMiddle Reliever (High Leverage)0.21110110013.503.191.45
simulationCOL1Mason AdamsStarter4.142232120914.153.951.61
simulationCOL2Jordan RomanoCloser1.01000004160.003.901.23
simulationCOL3Brennan BernardinoSetup Man0.21000103110.002.511.12
simulationCOL4Jimmy HergetMiddle Reliever (High Leverage)0.133320162181.006.261.54
simulationCOL5Jaden HillMiddle Reliever (High Leverage)1.20000005260.004.671.50
simulationDET1Framber ValdezStarter6.0322361241063.004.171.36
simulationDET2Kenley JansenCloser1.00000103130.003.181.11
simulationDET3Tyler HoltonSetup Man1.11110015206.752.741.23
simulationDET4Kyle FinneganMiddle Reliever (High Leverage)0.211101131113.503.191.45
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
COLMason AdamsStarter4.124322091
COLJaden HillMiddle Reliever (High Leverage)1.20000526
COLJordan RomanoCloser1.00100416
COLBrennan BernardinoSetup Man0.20101311
COLJimmy HergetMiddle Reliever (High Leverage)0.13320621
DETFramber ValdezStarter6.0233624106
DETTyler HoltonSetup Man1.11100520
DETKenley JansenCloser1.00001313
DETKyle FinneganMiddle Reliever (High Leverage)0.21101311
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_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.

20260911_HOU@TB

20260911_HOU@TB.json • 2026-09-11

HOU 3 - TB 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 102INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=8, sim=4; 2B: current=2, sim=1; RBI: current=4, sim=3; R: current=4, sim=3; SO: current=8, sim=9; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jose Altuve: 2B current=1 box=0, HR current=0 box=1, RBI current=0 box=1; Daulton Varsho: AB current=4 box=3, BB current=1 box=0, HBP current=0 box=1; Yainer Diaz: H current=1 box=0, R current=0 box=1; Jeremy Peña: 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Isaac Paredes: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=1 box=0; Christian Walker: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cam Smith: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Taylor Trammell: AB current=3 box=2, H current=1 box=0, BB current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=8, sim=7; HR: current=1, sim=0; RBI: current=4, sim=5; 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Liam Hicks: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Jonathan Aranda: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Yandy Díaz: 2B current=1 box=0, SO current=1 box=0; Junior Caminero: HR current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Victor Mesa Jr.: RBI current=0 box=2, SO current=1 box=2; Cedric Mullins: AB current=3 box=4, H current=0 box=1; Chandler Simpson: 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Richie Palacios: AB current=3 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.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match TB pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match TB pitching: 4.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match TB pitching: 9.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=35 matches TB BF=35.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match HOU pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match HOU pitching: 7.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match HOU pitching: 9.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=34 matches HOU BF=34.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 5.
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': 420, 'empirical_hit_rate': 0.5429, 'empirical_weight': 0.5, 'blended_confidence': 0.5015, 'published_confidence': 0.505, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB 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_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]: 0.495.
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 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: 0.528/0.713.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 4, TB 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 3 - TB 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TB; 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': 'TB', 'opponent_team': 'HOU', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-05', 'predicted_team_runs': 0, 'opponent_runs': 2, 'margin_for_predicted_team': -2, 'winner': 'HOU'}, {'date': '2026-07-04', 'predicted_team_runs': 8, 'opponent_runs': 10, 'margin_for_predicted_team': -2, 'winner': 'HOU'}, {'date': '2026-07-03', 'predicted_team_runs': 3, 'opponent_runs': 1, 'margin_for_predicted_team': 2, 'winner': 'TB'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260704', 'away': 'TB', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'HOU', 'actual_margin': 2, 'raw_pick_probability': 0.53, 'artifact': '20260704_TB@HOU.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TB', 'guardrail_opponent_team': 'HOU', 'output_pre_simulation_winner': 'TB', 'output_opponent_team': 'HOU', 'simulation_score_winner': 'TB', 'final_score_winner': 'TB', 'pre_simulation_winner': 'TB', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 TB', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 TB', '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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0576, 'recent_form_edge_home_minus_away': -0.1967, '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': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'TB', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'HOU', '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': 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': 0.4817, 'winner': 'TB', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_HOU@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@TB.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -2.0, 'absolute_net_margin': 2.0, 'home_average_margin': -0.667, 'home_run_delta': -0.0136, 'away_run_delta': 0.0136, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'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': 4, 'away_runs': 4, 'probability': 0.026129890167988647}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.02508749315595083}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.02474566696230209}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.023802612019906057}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.02375849062376595}], 'home_distribution': {'0': 0.05328215247673177, '1': 0.08763434456712889, '2': 0.1243413383456663, '3': 0.1521967382889136, '4': 0.1607103199713254, '5': 0.14639653551084458, '6': 0.11504465487424327, '7': 0.07799211627434004, '8': 0.04561246856047781, '9': 0.02301256679677888, '10': 0.010016019470213673, '11': 0.0037607448633358337}, 'away_distribution': {'0': 0.05562247834125187, '1': 0.09130441112462899, '2': 0.12878921073122007, '3': 0.15610380939087823, '4': 0.16258999529495585, '5': 0.14551924520239964, '6': 0.11191630057669393, '7': 0.07396266587456884, '8': 0.04200278276698844, '9': 0.02049697964535468, '10': 0.00859504140448383, '11': 0.0030970796465756827}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 0.7842, 'recent_quality_edge': -0.08, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.4817}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 TB', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 TB', '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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0576, 'recent_form_edge_home_minus_away': -0.1967, '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': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'TB', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'HOU', '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': 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': 0.4817, 'winner': 'TB', '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: 142.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 142.
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: 157.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: HOU 3 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 3 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TB, simulation=TB, published=TB.
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): TB wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB 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: TB wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match TB pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match TB pitching: 4.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match TB pitching: 9.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=35 matches TB BF=35.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match HOU pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match HOU pitching: 7.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match HOU pitching: 9.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=34 matches HOU BF=34.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 5.
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': 420, 'empirical_hit_rate': 0.5429, 'empirical_weight': 0.5, 'blended_confidence': 0.5015, 'published_confidence': 0.505, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB 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_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]: 0.495.
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 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: 0.528/0.713.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 4, TB 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 3 - TB 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TB; 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': 'TB', 'opponent_team': 'HOU', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-05', 'predicted_team_runs': 0, 'opponent_runs': 2, 'margin_for_predicted_team': -2, 'winner': 'HOU'}, {'date': '2026-07-04', 'predicted_team_runs': 8, 'opponent_runs': 10, 'margin_for_predicted_team': -2, 'winner': 'HOU'}, {'date': '2026-07-03', 'predicted_team_runs': 3, 'opponent_runs': 1, 'margin_for_predicted_team': 2, 'winner': 'TB'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260704', 'away': 'TB', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'HOU', 'actual_margin': 2, 'raw_pick_probability': 0.53, 'artifact': '20260704_TB@HOU.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TB', 'guardrail_opponent_team': 'HOU', 'output_pre_simulation_winner': 'TB', 'output_opponent_team': 'HOU', 'simulation_score_winner': 'TB', 'final_score_winner': 'TB', 'pre_simulation_winner': 'TB', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 TB', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 TB', '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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0576, 'recent_form_edge_home_minus_away': -0.1967, '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': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'TB', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'HOU', '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': 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': 0.4817, 'winner': 'TB', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_HOU@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@TB.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -2.0, 'absolute_net_margin': 2.0, 'home_average_margin': -0.667, 'home_run_delta': -0.0136, 'away_run_delta': 0.0136, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'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': 4, 'away_runs': 4, 'probability': 0.026129890167988647}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.02508749315595083}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.02474566696230209}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.023802612019906057}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.02375849062376595}], 'home_distribution': {'0': 0.05328215247673177, '1': 0.08763434456712889, '2': 0.1243413383456663, '3': 0.1521967382889136, '4': 0.1607103199713254, '5': 0.14639653551084458, '6': 0.11504465487424327, '7': 0.07799211627434004, '8': 0.04561246856047781, '9': 0.02301256679677888, '10': 0.010016019470213673, '11': 0.0037607448633358337}, 'away_distribution': {'0': 0.05562247834125187, '1': 0.09130441112462899, '2': 0.12878921073122007, '3': 0.15610380939087823, '4': 0.16258999529495585, '5': 0.14551924520239964, '6': 0.11191630057669393, '7': 0.07396266587456884, '8': 0.04200278276698844, '9': 0.02049697964535468, '10': 0.00859504140448383, '11': 0.0030970796465756827}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 0.7842, 'recent_quality_edge': -0.08, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.4817}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 TB', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'HOU 3 - 5 TB', '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': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0576, 'recent_form_edge_home_minus_away': -0.1967, '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': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'TB', 'published_winner_draw_share': 0.3333, 'draw_majority_team': 'HOU', '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': 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': 0.4817, 'winner': 'TB', '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: 142.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 142.
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: 157.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: HOU 3 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 3 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TB, simulation=TB, published=TB.
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): TB wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB 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: TB wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=8, sim=4; 2B: current=2, sim=1; RBI: current=4, sim=3; R: current=4, sim=3; SO: current=8, sim=9; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jose Altuve: 2B current=1 box=0, HR current=0 box=1, RBI current=0 box=1; Daulton Varsho: AB current=4 box=3, BB current=1 box=0, HBP current=0 box=1; Yainer Diaz: H current=1 box=0, R current=0 box=1; Jeremy Peña: 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Isaac Paredes: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, BB current=1 box=0; Christian Walker: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cam Smith: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Taylor Trammell: AB current=3 box=2, H current=1 box=0, BB current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=8, sim=7; HR: current=1, sim=0; RBI: current=4, sim=5; 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Liam Hicks: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Jonathan Aranda: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Yandy Díaz: 2B current=1 box=0, SO current=1 box=0; Junior Caminero: HR current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Victor Mesa Jr.: RBI current=0 box=2, SO current=1 box=2; Cedric Mullins: AB current=3 box=4, H current=0 box=1; Chandler Simpson: 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Richie Palacios: AB current=3 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_ml4.9237471100214154.556056957112862Base ML historical model prediction
variance_applied55Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.505Enhanced 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
HOU10011000034
TB00000005057
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentHOUbatting33820144280000
currentHOUpitching705398.0500
currentTBbatting33810145370000
currentTBpitching413299.0300
simulationHOUbatting314101332902
simulationHOUpitching705398.0534142
simulationTBbatting317100553900
simulationTBpitching413299.0335157
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentHOUDHJose Altuve041100100100.250
currentHOUCFDaulton Varsho041000001100.250
currentHOUCYainer Diaz041000010100.250
currentHOUSSJeremy Peña041100110100.250
currentHOU3BIsaac Paredes041000011000.250
currentHOU2BNick Allen030000000100.000
currentHOU1BChristian Walker041001110100.250
currentHOURFCam Smith031000100100.333
currentHOULFTaylor Trammell031000000100.333
currentTBCLiam Hicks041000010000.250
currentTB1BJonathan Aranda041000111100.250
currentTBDHYandy Díaz041100110100.250
currentTB3BJunior Caminero041001111100.250
currentTBRFVictor Mesa Jr.041000100100.250
currentTBCFCedric Mullins030000000100.000
currentTBLFChandler Simpson041000000000.250
currentTB2BRichie Palacios031000001100.333
currentTBSSJorge Mateo031000100100.333
simulationHOU1DHJose Altuve441001110100.250
simulationHOU2SSJeremy Peña441000000000.250
simulationHOU33BIsaac Paredes431100110010.333
simulationHOU4CFDaulton Varsho431000000110.333
simulationHOU5CYainer Diaz440000110100.000
simulationHOU61BChristian Walker440000000200.000
simulationHOU7RFCam Smith440000000200.000
simulationHOU8LFTaylor Trammell420000002100.000
simulationHOU92BNick Allen330000000100.000
simulationTB1DHYandy Díaz441000110000.250
simulationTB21BJonathan Aranda430000001100.000
simulationTB33BJunior Caminero441000100100.250
simulationTB4CLiam Hicks430000001200.000
simulationTB5RFVictor Mesa Jr.441000120200.250
simulationTB6LFChandler Simpson441100120000.250
simulationTB7CFCedric Mullins441000000100.250
simulationTB82BRichie Palacios321000101100.500
simulationTB9SSJorge Mateo331000000100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentHOU1Miguel UllolaStarter3.0222270006.003.860.86
currentHOU3Bryan AbreuSetup Man2.25331200010.123.571.31
currentHOU4Josh HaderCloser2.1000000000.000.650.58
currentTB1Drew RasmussenStarter6.0433171004.502.880.91
currentTB2Bryan BakerCloser1.0000020000.001.450.86
currentTB3Kevin KellySetup Man1.0000100000.002.510.90
currentTB4Tyler WellsMiddle Reliever (High Leverage)1.0000000000.002.440.90
simulationHOU1Miguel UllolaStarter3.022227013606.003.860.86
simulationHOU2Josh HaderCloser2.10000007290.000.650.58
simulationHOU3Bryan AbreuSetup Man2.2533120145310.123.571.31
simulationTB1Drew RasmussenStarter6.0433171251044.502.880.91
simulationTB2Bryan BakerCloser1.00000203230.001.450.86
simulationTB3Kevin KellySetup Man1.00001004170.002.510.90
simulationTB4Tyler WellsMiddle Reliever (High Leverage)1.00000003130.002.440.90
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
HOUMiguel UllolaStarter3.022271360
HOUBryan AbreuSetup Man2.235121453
HOUJosh HaderCloser2.10000729
TBDrew RasmussenStarter6.0341725104
TBBryan BakerCloser1.00002323
TBKevin KellySetup Man1.00010417
TBTyler WellsMiddle Reliever (High Leverage)1.00000313
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.

20260911_KC@BOS

20260911_KC@BOS.json • 2026-09-11

KC 4 - BOS 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_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_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-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=11; 2B: current=2, sim=1; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=3, sim=4; SO: current=7, sim=5; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Roman Anthony: H current=1 box=3, R current=0 box=1, SO current=1 box=0; Mickey Gasper: H current=1 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Nick Sogard: AB current=4 box=3, SO current=1 box=0; Adley Rutschman: AB current=4 box=5, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=3; Wilyer Abreu: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jarren Duran: AB current=3 box=4, RBI current=0 box=1, SO current=1 box=2; Trevor Story: RBI current=1 box=0; Isiah Kiner-Falefa: H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model pitcher projections differ from final simulation pitching box score (H: current=9, sim=11; HR: current=0, sim=1).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 (AB: current=33, sim=32; H: current=8, sim=5; BB: current=3, sim=2; SO: current=7, sim=11).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: Carter Jensen: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Vinnie Pasquantino: 2B current=0 box=1, BB current=1 box=0, SO current=0 box=2; Bobby Witt Jr.: 2B current=1 box=0, RBI current=0 box=1, SO current=1 box=3; Salvador Perez: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Michael Massey: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; John Rave: H current=1 box=0, R current=1 box=0, BB current=0 box=1; Nick Loftin: RBI current=1 box=0, R current=0 box=1, SO current=0 box=1; Kyle Isbel: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=0 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.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match KC pitching: 4.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match KC pitching: 11.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match KC pitching: 5.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=39 matches KC BF=39.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match BOS pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match BOS pitching: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match BOS pitching: 11.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=34 matches BOS BF=34.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.794 -> 0.674 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.794104, 'sample_size': 229, 'empirical_hit_rate': 0.5546, 'empirical_weight': 0.5, 'blended_confidence': 0.674352, 'published_confidence': 0.652878, '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.
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_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]: 0.347.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.653.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.653.
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: 0.528/0.713.
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: KC 5, BOS 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 4 - BOS 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BOS.{'winner_confidence': 0.652878, 'h2h_net_margin': 9, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_KC@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@BOS.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 9.0, 'absolute_net_margin': 9.0, 'home_average_margin': 3.0, 'home_run_delta': 0.0614, 'away_run_delta': -0.0614, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 6.0}, {'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': 6, 'away_runs': 4, 'probability': 0.01914164101102589}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.018547107650508928}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.01826787469637832}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01800504689518884}, {'home_runs': 7, 'away_runs': 5, 'probability': 0.017700480243285997}], 'home_distribution': {'0': 0.021397873257030953, '1': 0.036173867532636295, '2': 0.05573543466154153, '3': 0.07826722866568396, '4': 0.10017068316656935, '5': 0.11684588719543267, '6': 0.12422194950835982, '7': 0.12036365475460112, '8': 0.10629296149152517, '9': 0.0855511326702164, '10': 0.06275656087002096, '11': 0.04195701886445711, '12': 0.02556596710688337, '13': 0.014198156012820411, '14': 0.007186439563479713, '15': 0.003315184678741226}, 'away_distribution': {'0': 0.047029343162046586, '1': 0.07775142624086169, '2': 0.11204440298462205, '3': 0.14073895463319547, '4': 0.154092260560906, '5': 0.14705834813153482, '6': 0.12233222977034822, '7': 0.08870221231033368, '8': 0.056062229250999414, '9': 0.030885072547067138, '10': 0.01483095919724696, '11': 0.006207721229685715, '12': 0.0022648399811521784}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 1.3095, 'recent_quality_edge': 0.468, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.015}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'KC 4 - 6 BOS', 'winner': 'BOS'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'KC 4 - 6 BOS', 'winner': 'BOS'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0444, 'recent_form_edge_home_minus_away': 0.818, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'BOS', 'model_winner': 'BOS', 'simulation_winner': 'BOS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'BOS', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'BOS', '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': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.015, 'winner': 'BOS', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 168.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 156.
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: 168.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC 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_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC 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_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 4 - 6 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 4 - 6 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=BOS, simulation=BOS, published=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.653.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): BOS wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 6-4.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match KC pitching: 4.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match KC pitching: 11.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match KC pitching: 5.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=39 matches KC BF=39.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match BOS pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match BOS pitching: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match BOS pitching: 11.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=34 matches BOS BF=34.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.794 -> 0.674 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.794104, 'sample_size': 229, 'empirical_hit_rate': 0.5546, 'empirical_weight': 0.5, 'blended_confidence': 0.674352, 'published_confidence': 0.652878, '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.
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_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]: 0.347.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.653.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.653.
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: 0.528/0.713.
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: KC 5, BOS 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 4 - BOS 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BOS.{'winner_confidence': 0.652878, 'h2h_net_margin': 9, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_KC@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@BOS.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 9.0, 'absolute_net_margin': 9.0, 'home_average_margin': 3.0, 'home_run_delta': 0.0614, 'away_run_delta': -0.0614, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 6.0}, {'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': 6, 'away_runs': 4, 'probability': 0.01914164101102589}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.018547107650508928}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.01826787469637832}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01800504689518884}, {'home_runs': 7, 'away_runs': 5, 'probability': 0.017700480243285997}], 'home_distribution': {'0': 0.021397873257030953, '1': 0.036173867532636295, '2': 0.05573543466154153, '3': 0.07826722866568396, '4': 0.10017068316656935, '5': 0.11684588719543267, '6': 0.12422194950835982, '7': 0.12036365475460112, '8': 0.10629296149152517, '9': 0.0855511326702164, '10': 0.06275656087002096, '11': 0.04195701886445711, '12': 0.02556596710688337, '13': 0.014198156012820411, '14': 0.007186439563479713, '15': 0.003315184678741226}, 'away_distribution': {'0': 0.047029343162046586, '1': 0.07775142624086169, '2': 0.11204440298462205, '3': 0.14073895463319547, '4': 0.154092260560906, '5': 0.14705834813153482, '6': 0.12233222977034822, '7': 0.08870221231033368, '8': 0.056062229250999414, '9': 0.030885072547067138, '10': 0.01483095919724696, '11': 0.006207721229685715, '12': 0.0022648399811521784}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 1.3095, 'recent_quality_edge': 0.468, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.015}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'KC 4 - 6 BOS', 'winner': 'BOS'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'KC 4 - 6 BOS', 'winner': 'BOS'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0444, 'recent_form_edge_home_minus_away': 0.818, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'BOS', 'model_winner': 'BOS', 'simulation_winner': 'BOS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'BOS', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'BOS', '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': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.015, 'winner': 'BOS', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 168.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 156.
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: 168.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC 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_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC 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_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 4 - 6 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 4 - 6 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=BOS, simulation=BOS, published=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.653.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): BOS wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 6-4.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=11; 2B: current=2, sim=1; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=3, sim=4; SO: current=7, sim=5; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Roman Anthony: H current=1 box=3, R current=0 box=1, SO current=1 box=0; Mickey Gasper: H current=1 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Nick Sogard: AB current=4 box=3, SO current=1 box=0; Adley Rutschman: AB current=4 box=5, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=3; Wilyer Abreu: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jarren Duran: AB current=3 box=4, RBI current=0 box=1, SO current=1 box=2; Trevor Story: RBI current=1 box=0; Isiah Kiner-Falefa: H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model pitcher projections differ from final simulation pitching box score (H: current=9, sim=11; HR: current=0, sim=1).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 (AB: current=33, sim=32; H: current=8, sim=5; BB: current=3, sim=2; SO: current=7, sim=11).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: Carter Jensen: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Vinnie Pasquantino: 2B current=0 box=1, BB current=1 box=0, SO current=0 box=2; Bobby Witt Jr.: 2B current=1 box=0, RBI current=0 box=1, SO current=1 box=3; Salvador Perez: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Michael Massey: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; John Rave: H current=1 box=0, R current=1 box=0, BB current=0 box=1; Nick Loftin: RBI current=1 box=0, R current=0 box=1, SO current=0 box=1; Kyle Isbel: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=0 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_ml4.18922858835837355.816908472222824Base ML historical model prediction
variance_applied46Deterministic baseline target (variance factor 1.0)
enhanced_prediction460.653Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment46Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review46Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target46Capped at max 12 realistic runs
simulation_result46Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
KC03000010045
BOS000210003611
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentKCbatting33820144370000
currentKCpitching906458.0600
currentBOSbatting32920144370000
currentBOSpitching5142119.0400
simulationKCbatting3252014421100
simulationKCpitching1116458.0639168
simulationBOSbatting3411101664510
simulationBOSpitching5142119.0434156
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentKCCCarter Jensen041001111100.250
currentKC1BVinnie Pasquantino041000101000.250
currentKCSSBobby Witt Jr.041100100100.250
currentKCDHSalvador Perez041000010100.250
currentKC2BMichael Massey041100010100.250
currentKCRFJohn Rave031000100100.333
currentKC3BNick Loftin041000010000.250
currentKCCFKyle Isbel031000000100.333
currentKCLFIsaac Collins030000001100.000
currentBOSLFRoman Anthony041000001100.250
currentBOSDHMickey Gasper031000010100.333
currentBOS1BNick Sogard041000101100.250
currentBOSCAdley Rutschman041100110100.250
currentBOSRFWilyer Abreu041001111100.250
currentBOSCFJarren Duran031000100100.333
currentBOSSSTrevor Story041100010100.250
currentBOS2BIsiah Kiner-Falefa031000000000.333
currentBOS3BCaleb Durbin031000000000.333
simulationKC1CCarter Jensen430000001200.000
simulationKC2SSBobby Witt Jr.441000110300.250
simulationKC31BVinnie Pasquantino441100100200.250
simulationKC4DHSalvador Perez440000000000.000
simulationKC52BMichael Massey440000000100.000
simulationKC6RFJohn Rave430000001100.000
simulationKC73BNick Loftin441000100100.250
simulationKC8CFKyle Isbel332101130100.667
simulationKC9LFIsaac Collins330000000000.000
simulationBOS1LFRoman Anthony543000101000.750
simulationBOS2DHMickey Gasper532000111000.667
simulationBOS3CAdley Rutschman551001130000.200
simulationBOS4RFWilyer Abreu440000000100.000
simulationBOS5SSTrevor Story441100000100.250
simulationBOS61BNick Sogard431000101000.333
simulationBOS73BCaleb Durbin442000110100.500
simulationBOS8CFJarren Duran441000110200.250
simulationBOS92BIsiah Kiner-Falefa430000001000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentKC1Seth LugoStarter5.0844330007.205.041.44
currentKC2Nate PearsonSetup Man1.1111010006.752.021.12
currentKC3Steven CruzCloser1.0011100009.004.121.26
currentKC4Craig KimbrelMiddle Reliever (High Leverage)0.2000010000.004.431.32
currentBOS1Sonny GrayStarter6.0333181004.502.691.16
currentBOS2Aroldis ChapmanCloser1.0111120009.001.481.05
currentBOS3Erik MillerSetup Man1.0100010000.001.961.20
currentBOS4Garrett WhitlockMiddle Reliever (High Leverage)1.0000000000.001.880.83
simulationKC1Seth LugoStarter5.0833330261115.405.041.44
simulationKC2Steven CruzCloser1.00001004170.004.121.26
simulationKC3Nate PearsonSetup Man1.10000104230.002.021.12
simulationKC4Craig KimbrelMiddle Reliever (High Leverage)0.233301151740.504.431.32
simulationBOS1Sonny GrayStarter6.0333181221014.502.691.16
simulationBOS2Aroldis ChapmanCloser1.01111205269.001.481.05
simulationBOS3Erik MillerSetup Man1.01000104160.001.961.20
simulationBOS4Garrett WhitlockMiddle Reliever (High Leverage)1.00000003130.001.880.83
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
KCSeth LugoStarter5.0383326111
KCNate PearsonSetup Man1.10001423
KCSteven CruzCloser1.00010417
KCCraig KimbrelMiddle Reliever (High Leverage)0.23301517
BOSSonny GrayStarter6.0331822101
BOSAroldis ChapmanCloser1.01112526
BOSErik MillerSetup Man1.00101416
BOSGarrett WhitlockMiddle Reliever (High Leverage)1.00000313
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_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.

20260911_LAA@WAS

20260911_LAA@WAS.json • 2026-09-11

LAA 4 - WAS 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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=8, sim=7; 2B: current=2, sim=3; BB: current=3, sim=2; SO: current=10, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Wade Meckler: AB current=4 box=3, 2B current=1 box=0, RBI current=0 box=1, SO current=1 box=0; Vaughn Grissom: RBI current=1 box=2, R current=0 box=1; Moisés Ballesteros: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Josh Lowe: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Christian Moore: H current=1 box=0, SO current=1 box=0; Adam Frazier: AB current=3 box=4; Mike Trout: H current=1 box=2, HR current=0 box=1, BB current=1 box=0; Denzer Guzman: AB current=3 box=4, H current=1 box=2, 2B current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; HR: current=1, sim=2; R: current=4, sim=5; SO: current=8, sim=11).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: Andrés Chaparro: H current=1 box=2, RBI current=1 box=0, R current=0 box=1, BB current=1 box=0; Dylan Crews: 2B current=1 box=0, SO current=1 box=3; Yohandy Morales: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Brady House: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Jorbit Vivas: H current=1 box=0, BB current=0 box=1, SO current=0 box=1; CJ Abrams: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; James Wood: AB current=4 box=3, RBI current=1 box=2; Jacob Young: 2B 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.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match WAS pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match WAS pitching: 7.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match WAS pitching: 5.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches WAS BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match LAA pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match LAA pitching: 8.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match LAA pitching: 11.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=35 matches LAA BF=35.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.725 -> 0.644 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.725415, 'sample_size': 329, 'empirical_hit_rate': 0.5623, 'empirical_weight': 0.5, 'blended_confidence': 0.643858, 'published_confidence': 0.575673, '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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS 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_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.424.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.576.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.576.
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: 0.528/0.713.
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 7, WAS 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 4 - WAS 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: WAS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for WAS.{'winner_confidence': 0.57567295, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_LAA@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@WAS.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': False, 'sample_size': 0, 'home_net_margin': 0.0, 'home_average_margin': 0.0, 'home_run_delta': 0.0, 'away_run_delta': 0.0, 'evidence': []}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 4, 'probability': 0.02081268480131504}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.02074426766027223}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.01945500141285476}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.019391047358471192}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.019279255184033114}], 'home_distribution': {'0': 0.027812570956064694, '1': 0.046743223560223604, '2': 0.07076437543646608, '3': 0.09650041742783466, '4': 0.11853925717476921, '5': 0.13116371423025625, '6': 0.13073254225884276, '7': 0.11737408034130417, '8': 0.09492469135641518, '9': 0.06915198968631973, '10': 0.045378346041181204, '11': 0.026823234116677423, '12': 0.014282101436252895, '13': 0.006850015934735531, '14': 0.002959440042656676}, 'away_distribution': {'0': 0.05106447425805812, '1': 0.08414334880803091, '2': 0.12005659565254871, '3': 0.1483260940499272, '4': 0.15867715338388966, '5': 0.1469861942929477, '6': 0.11789733669063682, '7': 0.08188356599576757, '8': 0.049244168120567984, '9': 0.02564355118362992, '10': 0.011562901694599241, '11': 0.004514615869396174}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 0.6037, 'recent_quality_edge': -0.512, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.2132}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'LAA 4 - 5 WAS', 'winner': 'WAS'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'LAA 4 - 5 WAS', 'winner': 'WAS'}, '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': 0.0895, 'recent_form_edge_home_minus_away': -0.512, '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': 'WAS', 'model_winner': 'WAS', 'simulation_winner': 'WAS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'WAS', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'WAS', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.2132, 'winner': 'WAS', '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: 161.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
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: 161.
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: 144.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS 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_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_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_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: LAA 4 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 4 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=WAS, simulation=WAS, published=WAS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.576.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): WAS wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS 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: WAS wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match WAS pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match WAS pitching: 7.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match WAS pitching: 5.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches WAS BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match LAA pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match LAA pitching: 8.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match LAA pitching: 11.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=35 matches LAA BF=35.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.725 -> 0.644 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.725415, 'sample_size': 329, 'empirical_hit_rate': 0.5623, 'empirical_weight': 0.5, 'blended_confidence': 0.643858, 'published_confidence': 0.575673, '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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS 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_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.424.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.576.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.576.
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: 0.528/0.713.
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 7, WAS 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 4 - WAS 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: WAS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for WAS.{'winner_confidence': 0.57567295, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_LAA@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@WAS.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': False, 'sample_size': 0, 'home_net_margin': 0.0, 'home_average_margin': 0.0, 'home_run_delta': 0.0, 'away_run_delta': 0.0, 'evidence': []}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 4, 'probability': 0.02081268480131504}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.02074426766027223}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.01945500141285476}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.019391047358471192}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.019279255184033114}], 'home_distribution': {'0': 0.027812570956064694, '1': 0.046743223560223604, '2': 0.07076437543646608, '3': 0.09650041742783466, '4': 0.11853925717476921, '5': 0.13116371423025625, '6': 0.13073254225884276, '7': 0.11737408034130417, '8': 0.09492469135641518, '9': 0.06915198968631973, '10': 0.045378346041181204, '11': 0.026823234116677423, '12': 0.014282101436252895, '13': 0.006850015934735531, '14': 0.002959440042656676}, 'away_distribution': {'0': 0.05106447425805812, '1': 0.08414334880803091, '2': 0.12005659565254871, '3': 0.1483260940499272, '4': 0.15867715338388966, '5': 0.1469861942929477, '6': 0.11789733669063682, '7': 0.08188356599576757, '8': 0.049244168120567984, '9': 0.02564355118362992, '10': 0.011562901694599241, '11': 0.004514615869396174}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 0.6037, 'recent_quality_edge': -0.512, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.2132}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'LAA 4 - 5 WAS', 'winner': 'WAS'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'LAA 4 - 5 WAS', 'winner': 'WAS'}, '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': 0.0895, 'recent_form_edge_home_minus_away': -0.512, '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': 'WAS', 'model_winner': 'WAS', 'simulation_winner': 'WAS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'WAS', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'WAS', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 5}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.2132, 'winner': 'WAS', '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: 161.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
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: 161.
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: 144.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS 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_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_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_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: LAA 4 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 4 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=WAS, simulation=WAS, published=WAS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.576.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): WAS wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS 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: WAS wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 2/10 = 0.200.
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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=8, sim=7; 2B: current=2, sim=3; BB: current=3, sim=2; SO: current=10, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Wade Meckler: AB current=4 box=3, 2B current=1 box=0, RBI current=0 box=1, SO current=1 box=0; Vaughn Grissom: RBI current=1 box=2, R current=0 box=1; Moisés Ballesteros: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Josh Lowe: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Christian Moore: H current=1 box=0, SO current=1 box=0; Adam Frazier: AB current=3 box=4; Mike Trout: H current=1 box=2, HR current=0 box=1, BB current=1 box=0; Denzer Guzman: AB current=3 box=4, H current=1 box=2, 2B current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; HR: current=1, sim=2; R: current=4, sim=5; SO: current=8, sim=11).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: Andrés Chaparro: H current=1 box=2, RBI current=1 box=0, R current=0 box=1, BB current=1 box=0; Dylan Crews: 2B current=1 box=0, SO current=1 box=3; Yohandy Morales: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Brady House: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Jorbit Vivas: H current=1 box=0, BB current=0 box=1, SO current=0 box=1; CJ Abrams: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; James Wood: AB current=4 box=3, RBI current=1 box=2; Jacob Young: 2B 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_ml4.6320336872982486.055544304745193Base ML historical model prediction
variance_applied56Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.576Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run)
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
LAA10000003047
WAS00000140058
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLAAbatting338201443100000
currentLAApitching8253118.0500
currentWASbatting32920154380000
currentWASpitching714259.0400
simulationLAAbatting347301442500
simulationLAApitching8253118.0535161
simulationWASbatting3282025531100
simulationWASpitching714259.0436144
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAALFWade Meckler041100101100.250
currentLAA1BVaughn Grissom041100010100.250
currentLAACMoisés Ballesteros041000010100.250
currentLAARFJosh Lowe031000000100.333
currentLAA2BChristian Moore041000000100.250
currentLAADHAdam Frazier030000000100.000
currentLAACFMike Trout041000111100.250
currentLAA3BDenzer Guzman031000100100.333
currentLAASSZach Neto041001111200.250
currentWASDHAndrés Chaparro041100011100.250
currentWASLFDylan Crews041100110100.250
currentWAS1BYohandy Morales031000000100.333
currentWAS3BBrady House041000010100.250
currentWAS2BJorbit Vivas031000000000.333
currentWASSSCJ Abrams041000110100.250
currentWASRFJames Wood041001111100.250
currentWASCHarry Ford031000101100.333
currentWASCFJacob Young031000000100.333
simulationLAA1SSZach Neto441000000100.250
simulationLAA2CFMike Trout442001110100.500
simulationLAA3LFWade Meckler431000111000.333
simulationLAA41BVaughn Grissom441100120100.250
simulationLAA5CMoisés Ballesteros440000000000.000
simulationLAA62BChristian Moore440000000000.000
simulationLAA7RFJosh Lowe430000001000.000
simulationLAA83BDenzer Guzman442200100100.500
simulationLAA9DHAdam Frazier440000000100.000
simulationWAS1RFJames Wood431001121100.333
simulationWAS2DHAndrés Chaparro442100100000.500
simulationWAS33BBrady House442001120100.500
simulationWAS4SSCJ Abrams440000000100.000
simulationWAS5LFDylan Crews441000110300.250
simulationWAS61BYohandy Morales440000000200.000
simulationWAS7CHarry Ford431000101100.333
simulationWAS82BJorbit Vivas430000001100.000
simulationWAS9CFJacob Young331100000100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAA1Yusei KikuchiStarter5.0000370000.004.961.47
currentLAA2Ben JoyceCloser1.1311010006.753.180.97
currentLAA4Tayler SaucedoMiddle Reliever (High Leverage)1.1100030000.003.241.08
currentLAA5Ryan WatsonSetup Man0.144400200108.004.181.29
currentWAS1Cade CavalliStarter5.2311151001.593.121.18
currentWAS2Erik TolmanSetup Man1.14330000020.252.161.20
currentWAS3Brad LordMiddle Reliever (High Leverage)1.0000100000.003.761.24
currentWAS4Clayton BeeterCloser1.0000000000.004.211.36
simulationLAA1Yusei KikuchiStarter5.000037018870.004.961.47
simulationLAA2Ben JoyceCloser1.13110107386.753.180.97
simulationLAA3Ryan WatsonSetup Man0.1444002516108.004.181.29
simulationLAA4Tayler SaucedoMiddle Reliever (High Leverage)1.11000305200.003.241.08
simulationWAS1Cade CavalliStarter5.231115121851.593.121.18
simulationWAS2Clayton BeeterCloser1.00000003130.004.211.36
simulationWAS3Erik TolmanSetup Man1.143300082920.252.161.20
simulationWAS4Brad LordMiddle Reliever (High Leverage)1.00001004170.003.761.24
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LAAYusei KikuchiStarter5.000371887
LAABen JoyceCloser1.11301738
LAATayler SaucedoMiddle Reliever (High Leverage)1.10103520
LAARyan WatsonSetup Man0.14400516
WASCade CavalliStarter5.213152185
WASErik TolmanSetup Man1.13400829
WASBrad LordMiddle Reliever (High Leverage)1.00010417
WASClayton BeeterCloser1.00000313
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.

20260911_LAD@MIA

20260911_LAD@MIA.json • 2026-09-11

LAD 6 - MIA 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_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_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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (H: current=8, sim=6; 2B: current=1, sim=2; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; 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-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Tommy Edman: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Teoscar Hernández: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Enrique Hernández: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Will Smith: H current=1 box=0, BB current=1 box=0; Player-800543: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R 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=1; Max Muncy: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Tucker: AB current=4 box=3, RBI 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=33, sim=36; H: current=7, sim=9; 2B: current=1, sim=2; R: current=5, sim=4; 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-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Heriberto Hernández: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Agustín Ramírez: H current=1 box=0, BB current=1 box=0; Javier Sanoja: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Jakob Marsee: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Jared Serna: AB current=3 box=4, H current=0 box=1, R current=1 box=0; Griffin Conine: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2; Otto Lopez: AB current=4 box=5, H current=1 box=3, 2B current=0 box=1; Kyle Stowers: R current=0 box=1, SO current=2 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match MIA pitching: 3.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match MIA pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match MIA pitching: 6.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=36 matches MIA BF=36.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match LAD pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match LAD pitching: 9.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match LAD pitching: 7.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=38 matches LAD BF=38.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.849 -> 0.698 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.849075, 'sample_size': 219, 'empirical_hit_rate': 0.5479, 'empirical_weight': 0.5, 'blended_confidence': 0.698487, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA 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_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]: 0.580.
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 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: 0.697/0.900.
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: LAD 6, MIA 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 6 - MIA 4.
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=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'LAD', 'opponent_team': 'MIA', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-04-29', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'MIA'}, {'date': '2026-04-28', 'predicted_team_runs': 1, 'opponent_runs': 2, 'margin_for_predicted_team': -1, 'winner': 'MIA'}, {'date': '2026-04-27', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'LAD'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'LAD', 'guardrail_opponent_team': 'MIA', 'output_pre_simulation_winner': 'LAD', 'output_opponent_team': 'MIA', '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': 4, 'score_text': 'LAD 6 - 4 MIA', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'LAD 6 - 4 MIA', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0171, 'recent_form_edge_home_minus_away': -0.7473, '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': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAD', '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': 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': 1.1406, 'winner': 'LAD', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_LAD@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@MIA.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 1.0, 'absolute_net_margin': 1.0, 'home_average_margin': 0.333, 'home_run_delta': 0.0068, 'away_run_delta': -0.0068, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'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': 4, 'away_runs': 6, 'probability': 0.020689448252209322}, {'home_runs': 3, 'away_runs': 6, 'probability': 0.020458173434324448}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.019950532239710817}, {'home_runs': 3, 'away_runs': 7, 'probability': 0.019727517316635104}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.019540410629512176}], 'home_distribution': {'0': 0.060658579361856174, '1': 0.09915288052456935, '2': 0.1381045817864221, '3': 0.16390812765406265, '4': 0.16576107031752854, '5': 0.1428414486651641, '6': 0.10488553566709495, '7': 0.06562459040900644, '8': 0.03498704485601772, '9': 0.015894159560333746, '10': 0.006152583635944114, '11': 0.002029397562000041}, 'away_distribution': {'0': 0.02178865087069899, '1': 0.03682084852655, '2': 0.056669267502361675, '3': 0.07943131634169687, '4': 0.10139727287626281, '5': 0.11788299021043339, '6': 0.12481488091611037, '7': 0.12035716348533454, '8': 0.10569826908279835, '9': 0.08453842664698899, '10': 0.061578740316467234, '11': 0.04085053929527782, '12': 0.024680567539121637, '13': 0.013580096132861933, '14': 0.006805200112323647, '15': 0.0031057701447119116}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -1.2896, 'recent_quality_edge': -0.864, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.1406}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'LAD 6 - 4 MIA', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'LAD 6 - 4 MIA', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0171, 'recent_form_edge_home_minus_away': -0.7473, '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': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAD', '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': 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': 1.1406, 'winner': 'LAD', '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: 143.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 143.
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: 156.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA 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_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_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_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: LAD 6 - 4 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 6 - 4 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
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 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD 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: LAD wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match MIA pitching: 3.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match MIA pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match MIA pitching: 6.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=36 matches MIA BF=36.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match LAD pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match LAD pitching: 9.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match LAD pitching: 7.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=38 matches LAD BF=38.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.849 -> 0.698 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.849075, 'sample_size': 219, 'empirical_hit_rate': 0.5479, 'empirical_weight': 0.5, 'blended_confidence': 0.698487, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA 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_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]: 0.580.
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 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: 0.697/0.900.
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: LAD 6, MIA 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 6 - MIA 4.
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=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'LAD', 'opponent_team': 'MIA', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-04-29', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'MIA'}, {'date': '2026-04-28', 'predicted_team_runs': 1, 'opponent_runs': 2, 'margin_for_predicted_team': -1, 'winner': 'MIA'}, {'date': '2026-04-27', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'LAD'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'LAD', 'guardrail_opponent_team': 'MIA', 'output_pre_simulation_winner': 'LAD', 'output_opponent_team': 'MIA', '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': 4, 'score_text': 'LAD 6 - 4 MIA', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'LAD 6 - 4 MIA', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0171, 'recent_form_edge_home_minus_away': -0.7473, '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': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAD', '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': 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': 1.1406, 'winner': 'LAD', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_LAD@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@MIA.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': 1.0, 'absolute_net_margin': 1.0, 'home_average_margin': 0.333, 'home_run_delta': 0.0068, 'away_run_delta': -0.0068, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'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': 4, 'away_runs': 6, 'probability': 0.020689448252209322}, {'home_runs': 3, 'away_runs': 6, 'probability': 0.020458173434324448}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.019950532239710817}, {'home_runs': 3, 'away_runs': 7, 'probability': 0.019727517316635104}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.019540410629512176}], 'home_distribution': {'0': 0.060658579361856174, '1': 0.09915288052456935, '2': 0.1381045817864221, '3': 0.16390812765406265, '4': 0.16576107031752854, '5': 0.1428414486651641, '6': 0.10488553566709495, '7': 0.06562459040900644, '8': 0.03498704485601772, '9': 0.015894159560333746, '10': 0.006152583635944114, '11': 0.002029397562000041}, 'away_distribution': {'0': 0.02178865087069899, '1': 0.03682084852655, '2': 0.056669267502361675, '3': 0.07943131634169687, '4': 0.10139727287626281, '5': 0.11788299021043339, '6': 0.12481488091611037, '7': 0.12035716348533454, '8': 0.10569826908279835, '9': 0.08453842664698899, '10': 0.061578740316467234, '11': 0.04085053929527782, '12': 0.024680567539121637, '13': 0.013580096132861933, '14': 0.006805200112323647, '15': 0.0031057701447119116}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -1.2896, 'recent_quality_edge': -0.864, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.1406}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'LAD 6 - 4 MIA', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'LAD 6 - 4 MIA', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0171, 'recent_form_edge_home_minus_away': -0.7473, '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': 'LAD', 'model_winner': 'LAD', 'simulation_winner': 'LAD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAD', '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': 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': 1.1406, 'winner': 'LAD', '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: 143.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 143.
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: 156.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA 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_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_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_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: LAD 6 - 4 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 6 - 4 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
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 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD 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: LAD wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (H: current=8, sim=6; 2B: current=1, sim=2; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; 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-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Tommy Edman: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Teoscar Hernández: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Enrique Hernández: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Will Smith: H current=1 box=0, BB current=1 box=0; Player-800543: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R 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=1; Max Muncy: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Tucker: AB current=4 box=3, RBI 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=33, sim=36; H: current=7, sim=9; 2B: current=1, sim=2; R: current=5, sim=4; 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-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Heriberto Hernández: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Agustín Ramírez: H current=1 box=0, BB current=1 box=0; Javier Sanoja: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Jakob Marsee: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Jared Serna: AB current=3 box=4, H current=0 box=1, R current=1 box=0; Griffin Conine: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2; Otto Lopez: AB current=4 box=5, H current=1 box=3, 2B current=0 box=1; Kyle Stowers: R current=0 box=1, SO current=2 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_ml4.8928484650530013.001767361239306Base ML historical model prediction
variance_applied53Deterministic baseline target (variance factor 1.0)
enhanced_prediction640.580Enhanced 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
LAD10000500066
MIA00110001149
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLADbatting33810145370000
currentLADpitching914179.0400
currentMIAbatting33710145390000
currentMIApitching626389.0600
simulationLADbatting336202663800
simulationLADpitching914179.0438143
simulationMIAbatting369201441701
simulationMIApitching626389.0636156
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLADCFTommy Edman041100110100.250
currentLADLFTeoscar Hernández041000110100.250
currentLAD1BEnrique Hernández031000000100.333
currentLADCWill Smith041000001100.250
currentLADDHPlayer-800543031000000100.333
currentLADSSMookie Betts041000110000.250
currentLAD3BMax Muncy041001111100.250
currentLADRFKyle Tucker041000101000.250
currentLAD2BAlex Freeland030000000100.000
currentMIALFHeriberto Hernández041001111100.250
currentMIACAgustín Ramírez041000001100.250
currentMIA3BJavier Sanoja041100010000.250
currentMIACFJakob Marsee041000101100.250
currentMIA2BJared Serna030000100100.000
currentMIADHGriffin Conine031000110100.333
currentMIASSOtto Lopez041000100100.250
currentMIA1BKyle Stowers041000010200.250
currentMIARFEsteury Ruiz030000000100.000
simulationLAD1CFTommy Edman440000000000.000
simulationLAD2SSMookie Betts442101110100.500
simulationLAD33BMax Muncy440000000300.000
simulationLAD4CWill Smith440000000100.000
simulationLAD5LFTeoscar Hernández431000101000.333
simulationLAD61BEnrique Hernández441100120000.250
simulationLAD7RFKyle Tucker431000111000.333
simulationLAD8DHPlayer-800543441001120200.250
simulationLAD92BAlex Freeland430000101100.000
simulationMIA1LFHeriberto Hernández550000000200.000
simulationMIA2SSOtto Lopez553100100100.600
simulationMIA3CFJakob Marsee431100111000.333
simulationMIA43BJavier Sanoja430000000110.000
simulationMIA5CAgustín Ramírez440000000100.000
simulationMIA61BKyle Stowers441000110000.250
simulationMIA7RFEsteury Ruiz442000000000.500
simulationMIA82BJared Serna441000000100.250
simulationMIA9DHGriffin Conine441001120100.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAD1Blake SnellStarter5.2422161003.181.971.09
currentLAD2Brock StewartMiddle Reliever (High Leverage)1.1211000006.752.490.97
currentLAD3Edgardo HenriquezSetup Man1.0211010009.002.620.96
currentLAD4Tanner ScottCloser1.0100000000.002.620.98
currentMIA1Ryan GustoStarter4.1211251002.084.231.41
currentMIA2Calvin FaucherCloser1.04551210045.003.671.34
currentMIA3Michael PetersenMiddle Reliever (High Leverage)1.1000000000.003.241.11
currentMIA4Tyler ZuberSetup Man1.1000010000.004.931.41
currentMIA5Victor VodnikMiddle Reliever (High Leverage)1.0000000000.004.471.51
simulationLAD1Blake SnellStarter5.242216123873.181.971.09
simulationLAD2Tanner ScottCloser1.01000004160.002.620.98
simulationLAD3Edgardo HenriquezSetup Man1.02110105199.002.620.96
simulationLAD4Brock StewartMiddle Reliever (High Leverage)1.12110006216.752.490.97
simulationMIA1Ryan GustoStarter4.121125117802.084.231.41
simulationMIA2Calvin FaucherCloser1.045512182945.003.671.34
simulationMIA3Tyler ZuberSetup Man1.10000104170.004.931.41
simulationMIA4Michael PetersenMiddle Reliever (High Leverage)1.10000004170.003.241.11
simulationMIA5Victor VodnikMiddle Reliever (High Leverage)1.00000003130.004.471.51
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LADBlake SnellStarter5.224162387
LADBrock StewartMiddle Reliever (High Leverage)1.11200621
LADEdgardo HenriquezSetup Man1.01201519
LADTanner ScottCloser1.00100416
MIARyan GustoStarter4.112251780
MIACalvin FaucherCloser1.05412829
MIAMichael PetersenMiddle Reliever (High Leverage)1.10000417
MIATyler ZuberSetup Man1.10001417
MIAVictor VodnikMiddle Reliever (High Leverage)1.00000313
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_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.

20260911_NYM@NYY

20260911_NYM@NYY.json • 2026-09-11

NYM 4 - NYY 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model pitcher projections differ from final simulation pitching box score (H: current=7, sim=6).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; H: current=7, sim=9; 2B: current=1, sim=2; HR: current=1, sim=2; BB: current=4, sim=1; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Mark Vientos: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Carson Benge: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Marcus Semien: BB current=1 box=0, SO current=1 box=0; Francisco Lindor: AB current=4 box=5, BB current=1 box=0; A.J. Ewing: R current=1 box=0; Bo Bichette: 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Juan Soto: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Christopher Morel: AB current=3 box=4, H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=29; H: current=7, sim=6; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=4, sim=6; SO: current=10, 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-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Aaron Judge: RBI current=1 box=0, BB current=1 box=0; Cody Bellinger: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Luis García Jr.: AB current=4 box=2, RBI current=1 box=0, BB current=0 box=2; Ben Rice: AB current=4 box=2, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; George Lombard Jr.: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Anthony Volpe: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Spencer Jones: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=3, BB current=1 box=0; Austin Wells: 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.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match NYY pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match NYY pitching: 9.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match NYY pitching: 8.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=37 matches NYY BF=37.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match NYM pitching: 6.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match NYM pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match NYM pitching: 6.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match NYM pitching: 7.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=36 matches NYM BF=36.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.667 -> 0.610 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.667256, 'sample_size': 549, 'empirical_hit_rate': 0.5537, 'empirical_weight': 0.5, 'blended_confidence': 0.610478, 'published_confidence': 0.53, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
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_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]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.697/0.900.
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: NYM 9, NYY 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 4 - 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; 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', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'NYM', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-17', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'NYM'}, {'date': '2026-05-16', 'predicted_team_runs': 3, 'opponent_runs': 6, 'margin_for_predicted_team': -3, 'winner': 'NYM'}, {'date': '2026-05-15', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'NYY'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'NYM', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'NYM', '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': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 6 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 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': 0.0971, 'recent_form_edge_home_minus_away': 0.0833, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.9382, 'winner': 'NYY', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_NYM@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@NYY.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -1.0, 'absolute_net_margin': 1.0, 'home_average_margin': -0.333, 'home_run_delta': -0.0068, 'away_run_delta': 0.0068, 'evidence': [{'game_id': None, 'home_margin': -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': 6, 'away_runs': 4, 'probability': 0.020002285668156868}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01977393562450477}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.019070415888652992}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.018852704254448596}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.018282949359432348}], 'home_distribution': {'0': 0.026285366094843464, '1': 0.0442359004702447, '2': 0.06723893837854507, '3': 0.09231068143328151, '4': 0.11446381050367224, '5': 0.12819455394011095, '6': 0.12967494876611155, '7': 0.1184752757255527, '8': 0.09776524762250795, '9': 0.07286624917653206, '10': 0.049051631623982184, '11': 0.029823982443973284, '12': 0.016378078391160015, '13': 0.00812354123700408, '14': 0.0036392590176156235, '15': 0.001472535174862582}, 'away_distribution': {'0': 0.04715992239199038, '1': 0.07795876345564841, '2': 0.11230626182928098, '3': 0.140990604071172, '4': 0.15424942025027538, '5': 0.1470632228515423, '6': 0.12218890914773531, '7': 0.08847216717765773, '8': 0.05582499764548387, '9': 0.030697141124667527, '10': 0.014710055721088435, '11': 0.0061429626461310585, '12': 0.0022355716873266426}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 1.3356, 'recent_quality_edge': 0.2, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.9382}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 6 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 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': 0.0971, 'recent_form_edge_home_minus_away': 0.0833, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.9382, 'winner': 'NYY', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
PASSpitch_countsimulationNYMPITCH_COUNT_PITCHER_MATCHNYM pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 161.
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: 159.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_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_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: NYM 4 - 6 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 4 - 6 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYY wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 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: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match NYY pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match NYY pitching: 9.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match NYY pitching: 8.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=37 matches NYY BF=37.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match NYM pitching: 6.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match NYM pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match NYM pitching: 6.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match NYM pitching: 7.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=36 matches NYM BF=36.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.667 -> 0.610 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.667256, 'sample_size': 549, 'empirical_hit_rate': 0.5537, 'empirical_weight': 0.5, 'blended_confidence': 0.610478, 'published_confidence': 0.53, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
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_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]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.697/0.900.
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: NYM 9, NYY 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 4 - 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; 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', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'NYM', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-17', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'NYM'}, {'date': '2026-05-16', 'predicted_team_runs': 3, 'opponent_runs': 6, 'margin_for_predicted_team': -3, 'winner': 'NYM'}, {'date': '2026-05-15', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'NYY'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'NYM', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'NYM', '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': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 6 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 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': 0.0971, 'recent_form_edge_home_minus_away': 0.0833, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.9382, 'winner': 'NYY', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_NYM@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@NYY.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -1.0, 'absolute_net_margin': 1.0, 'home_average_margin': -0.333, 'home_run_delta': -0.0068, 'away_run_delta': 0.0068, 'evidence': [{'game_id': None, 'home_margin': -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': 6, 'away_runs': 4, 'probability': 0.020002285668156868}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01977393562450477}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.019070415888652992}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.018852704254448596}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.018282949359432348}], 'home_distribution': {'0': 0.026285366094843464, '1': 0.0442359004702447, '2': 0.06723893837854507, '3': 0.09231068143328151, '4': 0.11446381050367224, '5': 0.12819455394011095, '6': 0.12967494876611155, '7': 0.1184752757255527, '8': 0.09776524762250795, '9': 0.07286624917653206, '10': 0.049051631623982184, '11': 0.029823982443973284, '12': 0.016378078391160015, '13': 0.00812354123700408, '14': 0.0036392590176156235, '15': 0.001472535174862582}, 'away_distribution': {'0': 0.04715992239199038, '1': 0.07795876345564841, '2': 0.11230626182928098, '3': 0.140990604071172, '4': 0.15424942025027538, '5': 0.1470632228515423, '6': 0.12218890914773531, '7': 0.08847216717765773, '8': 0.05582499764548387, '9': 0.030697141124667527, '10': 0.014710055721088435, '11': 0.0061429626461310585, '12': 0.0022355716873266426}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 1.3356, 'recent_quality_edge': 0.2, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.9382}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 6 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'NYM 4 - 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': 0.0971, 'recent_form_edge_home_minus_away': 0.0833, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 4, 'home_runs': 6, 'winner': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'NYY', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'NYY', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 6}, 'simulation_score': {'away_runs': 4, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.9382, 'winner': 'NYY', 'score_reviewed': {'away_runs': 4, 'home_runs': 6, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
PASSpitch_countsimulationNYMPITCH_COUNT_PITCHER_MATCHNYM pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 161.
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: 159.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_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_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: NYM 4 - 6 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 4 - 6 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYY wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 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: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model pitcher projections differ from final simulation pitching box score (H: current=7, sim=6).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; H: current=7, sim=9; 2B: current=1, sim=2; HR: current=1, sim=2; BB: current=4, sim=1; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Mark Vientos: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Carson Benge: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Marcus Semien: BB current=1 box=0, SO current=1 box=0; Francisco Lindor: AB current=4 box=5, BB current=1 box=0; A.J. Ewing: R current=1 box=0; Bo Bichette: 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Juan Soto: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Christopher Morel: AB current=3 box=4, H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=29; H: current=7, sim=6; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=4, sim=6; SO: current=10, 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-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Aaron Judge: RBI current=1 box=0, BB current=1 box=0; Cody Bellinger: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Luis García Jr.: AB current=4 box=2, RBI current=1 box=0, BB current=0 box=2; Ben Rice: AB current=4 box=2, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; George Lombard Jr.: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Anthony Volpe: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Spencer Jones: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=3, BB current=1 box=0; Austin Wells: 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_ml4.5762928683180654.241538831737494Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction460.530Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment46Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review46Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target46Capped at max 12 realistic runs
simulation_result46Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYM01010110049
NYY01021020066
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYMbatting34710144490000
currentNYMpitching726678.0600
currentNYYbatting327101454100000
currentNYYpitching924189.0400
simulationNYMbatting369202441800
simulationNYMpitching626678.0636161
simulationNYYbatting296102666710
simulationNYYpitching924189.0437159
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYMDHMark Vientos041000010100.250
currentNYMRFCarson Benge041000100100.250
currentNYM2BMarcus Semien041000001100.250
currentNYMSSFrancisco Lindor041001111100.250
currentNYMCFA.J. Ewing041000100100.250
currentNYM3BBo Bichette041100010100.250
currentNYMLFJuan Soto041000111100.250
currentNYM1BChristopher Morel030000000100.000
currentNYMCFrancisco Alvarez030000001100.000
currentNYYRFAaron Judge041000111100.250
currentNYYLFCody Bellinger041100111100.250
currentNYY1BLuis García Jr.041000110100.250
currentNYYDHBen Rice041001111100.250
currentNYYSSGeorge Lombard Jr.031000000100.333
currentNYY2BAnthony Volpe031000000100.333
currentNYYCFSpencer Jones041000101200.250
currentNYYCAustin Wells030000000100.000
currentNYY3BRyan McMahon030000000100.000
simulationNYM1SSFrancisco Lindor551001110100.200
simulationNYM2LFJuan Soto430000001100.000
simulationNYM33BBo Bichette441000000000.250
simulationNYM4DHMark Vientos442100110000.500
simulationNYM5RFCarson Benge442001110000.500
simulationNYM62BMarcus Semien441000000000.250
simulationNYM71BChristopher Morel441100110100.250
simulationNYM8CFA.J. Ewing441000000100.250
simulationNYM9CFrancisco Alvarez440000000400.000
simulationNYY1DHBen Rice420000002100.000
simulationNYY2LFCody Bellinger430000001000.000
simulationNYY3RFAaron Judge441000100100.250
simulationNYY41BLuis García Jr.421000102100.500
simulationNYY5CFSpencer Jones431001130100.333
simulationNYY6SSGeorge Lombard Jr.430000001000.000
simulationNYY73BRyan McMahon441100100100.250
simulationNYY8CAustin Wells441001120000.250
simulationNYY92BAnthony Volpe441000110200.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYM1Nolan McLeanStarter6.0522461003.003.061.14
currentNYM2Daniel DuarteSetup Man1.11332010020.252.200.80
currentNYM3Kodai SengaCloser0.11110100027.007.141.60
currentNYM4Nathan LavenderMiddle Reliever (High Leverage)0.1000000000.001.880.98
currentNYY1Carlos RodónStarter5.2622051003.183.091.17
currentNYY2Paul BlackburnMiddle Reliever (High Leverage)1.1000010000.001.701.03
currentNYY3Brent HeadrickSetup Man1.0100000000.001.861.17
currentNYY4David BednarCloser1.02221210018.002.631.02
simulationNYM1Nolan McLeanStarter6.0522461271193.003.061.14
simulationNYM2Kodai SengaCloser0.10110101427.007.141.60
simulationNYM3Daniel DuarteSetup Man1.113320173420.252.200.80
simulationNYM4Nathan LavenderMiddle Reliever (High Leverage)0.1000000140.001.880.98
simulationNYY1Carlos RodónStarter5.2622051231013.183.091.17
simulationNYY2David BednarCloser1.022212162318.002.631.02
simulationNYY3Brent HeadrickSetup Man1.01000004160.001.861.17
simulationNYY4Paul BlackburnMiddle Reliever (High Leverage)1.10000104190.001.701.03
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYMNolan McLeanStarter6.0254627119
NYMDaniel DuarteSetup Man1.13120734
NYMKodai SengaCloser0.1100114
NYMNathan LavenderMiddle Reliever (High Leverage)0.1000014
NYYCarlos RodónStarter5.2260523101
NYYPaul BlackburnMiddle Reliever (High Leverage)1.10001419
NYYBrent HeadrickSetup Man1.00100416
NYYDavid BednarCloser1.02212623
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0001Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260911_PHI@ATL

20260911_PHI@ATL.json • 2026-09-11

PHI 3 - ATL 4
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_payloadcurrentPHICURRENT_PITCHER_DUPLICATIONPHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (2B: current=2, sim=1; HR: current=1, sim=0; BB: current=3, sim=1; SO: current=8, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Drake Baldwin: H current=1 box=2, BB current=1 box=0; Mauricio Dubón: R current=0 box=1; Ozzie Albies: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Matt Olson: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Michael Harris II: H current=1 box=2, 2B current=1 box=0, RBI current=1 box=2, R current=0 box=1; Ronald Acuña Jr.: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Austin Riley: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2; Mike Yastrzemski: H current=1 box=2, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; HR: current=1, sim=0; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=2, sim=0; SO: current=9, sim=12; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Harper: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Alec Bohm: RBI 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=3; Bryan De La Cruz: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2; Trea Turner: 2B current=1 box=0, RBI current=0 box=1; Kyle Schwarber: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; J.T. Realmuto: H current=0 box=1, HBP current=0 box=1; Luis Arraez: H 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.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match PHI pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match PHI pitching: 0.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match PHI pitching: 9.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match PHI pitching: 4.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=34 matches PHI BF=34.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match ATL pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match ATL pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match ATL pitching: 8.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match ATL pitching: 12.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=36 matches ATL BF=36.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 3.
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': 553, 'empirical_hit_rate': 0.5515, 'empirical_weight': 0.5, 'blended_confidence': 0.5308, 'published_confidence': 0.527156, '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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI 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_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.473.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.527.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.527.
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: 0.697/0.900.
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: PHI 8, ATL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 3 - ATL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ATL; 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': 'ATL', 'opponent_team': 'PHI', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-07', 'predicted_team_runs': 0, 'opponent_runs': 1, 'margin_for_predicted_team': -1, 'winner': 'PHI'}, {'date': '2026-09-06', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'ATL'}, {'date': '2026-09-05', 'predicted_team_runs': 2, 'opponent_runs': 4, 'margin_for_predicted_team': -2, 'winner': 'PHI'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 4, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260907', 'away': 'ATL', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'PHI', 'actual_winner': 'PHI', 'actual_margin': 1, 'raw_pick_probability': 0.53, 'artifact': '20260907_ATL@PHI.json', 'verification': 'pregame_official_final'}, {'date': '20260906', 'away': 'ATL', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'PHI', 'actual_winner': 'ATL', 'actual_margin': 1, 'raw_pick_probability': 0.550646, 'artifact': '20260906_ATL@PHI.json', 'verification': 'pregame_official_final'}, {'date': '20260905', 'away': 'ATL', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'PHI', 'actual_margin': 2, 'raw_pick_probability': 0.537979, 'artifact': '20260905_ATL@PHI.json', 'verification': 'pregame_official_final'}, {'date': '20260904', 'away': 'ATL', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 3, 'raw_pick_probability': 0.5599339999999999, 'artifact': '20260904_ATL@PHI.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'ATL', 'guardrail_opponent_team': 'PHI', 'output_pre_simulation_winner': 'ATL', 'output_opponent_team': 'PHI', 'simulation_score_winner': 'ATL', 'final_score_winner': 'ATL', 'pre_simulation_winner': 'ATL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'PHI 3 - 4 ATL', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'PHI 3 - 4 ATL', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1332, 'recent_form_edge_home_minus_away': -0.206, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'ATL', 'model_winner': 'ATL', 'simulation_winner': 'ATL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'ATL', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.2527, 'winner': 'ATL', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_PHI@ATL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@ATL.
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': 5.0, 'absolute_net_margin': 5.0, 'home_average_margin': 1.0, 'home_run_delta': 0.0288, 'away_run_delta': -0.0288, 'evidence': [{'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': 4.0}], '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': 0.034826282978084364}, {'home_runs': 3, 'away_runs': 2, 'probability': 0.03201888792744205}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.03187993836768274}, {'home_runs': 2, 'away_runs': 3, 'probability': 0.03150816293028573}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.031170304656477296}], 'home_distribution': {'0': 0.0777939627191454, '1': 0.1253652938913337, '2': 0.16731506961155485, '3': 0.18493499521639842, '4': 0.1692892765282062, '5': 0.12834120253289752, '6': 0.0805803345420472, '7': 0.04190041598127751, '8': 0.018044045341723932, '9': 0.006435403635415149}, 'away_distribution': {'0': 0.08154259134297262, '1': 0.13098431860248033, '2': 0.1731359058893949, '3': 0.18831634833273717, '4': 0.16854735697807716, '5': 0.12413347443426227, '6': 0.07522962862070212, '7': 0.03751646987696537, '8': 0.015395296494421722, '9': 0.005198609427986372}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 0.5374, 'recent_quality_edge': -0.276, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.2527}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'PHI 3 - 4 ATL', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'PHI 3 - 4 ATL', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1332, 'recent_form_edge_home_minus_away': -0.206, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'ATL', 'model_winner': 'ATL', 'simulation_winner': 'ATL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'ATL', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.2527, 'winner': 'ATL', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 125.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
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_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: 125.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 3 - 4 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 3 - 4 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ATL, simulation=ATL, published=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.527.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
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): ATL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 4-3.
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: 4/10 = 0.400.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match PHI pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match PHI pitching: 0.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match PHI pitching: 9.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match PHI pitching: 4.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=34 matches PHI BF=34.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match ATL pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match ATL pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match ATL pitching: 8.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match ATL pitching: 12.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=36 matches ATL BF=36.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 3.
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': 553, 'empirical_hit_rate': 0.5515, 'empirical_weight': 0.5, 'blended_confidence': 0.5308, 'published_confidence': 0.527156, '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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI 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_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.473.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.527.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.527.
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: 0.697/0.900.
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: PHI 8, ATL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 3 - ATL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ATL; 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': 'ATL', 'opponent_team': 'PHI', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-07', 'predicted_team_runs': 0, 'opponent_runs': 1, 'margin_for_predicted_team': -1, 'winner': 'PHI'}, {'date': '2026-09-06', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'ATL'}, {'date': '2026-09-05', 'predicted_team_runs': 2, 'opponent_runs': 4, 'margin_for_predicted_team': -2, 'winner': 'PHI'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 4, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260907', 'away': 'ATL', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'PHI', 'actual_winner': 'PHI', 'actual_margin': 1, 'raw_pick_probability': 0.53, 'artifact': '20260907_ATL@PHI.json', 'verification': 'pregame_official_final'}, {'date': '20260906', 'away': 'ATL', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'PHI', 'actual_winner': 'ATL', 'actual_margin': 1, 'raw_pick_probability': 0.550646, 'artifact': '20260906_ATL@PHI.json', 'verification': 'pregame_official_final'}, {'date': '20260905', 'away': 'ATL', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'PHI', 'actual_margin': 2, 'raw_pick_probability': 0.537979, 'artifact': '20260905_ATL@PHI.json', 'verification': 'pregame_official_final'}, {'date': '20260904', 'away': 'ATL', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 3, 'raw_pick_probability': 0.5599339999999999, 'artifact': '20260904_ATL@PHI.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'ATL', 'guardrail_opponent_team': 'PHI', 'output_pre_simulation_winner': 'ATL', 'output_opponent_team': 'PHI', 'simulation_score_winner': 'ATL', 'final_score_winner': 'ATL', 'pre_simulation_winner': 'ATL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'PHI 3 - 4 ATL', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'PHI 3 - 4 ATL', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1332, 'recent_form_edge_home_minus_away': -0.206, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'ATL', 'model_winner': 'ATL', 'simulation_winner': 'ATL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'ATL', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.2527, 'winner': 'ATL', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_PHI@ATL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@ATL.
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': 5.0, 'absolute_net_margin': 5.0, 'home_average_margin': 1.0, 'home_run_delta': 0.0288, 'away_run_delta': -0.0288, 'evidence': [{'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': 4.0}], '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': 0.034826282978084364}, {'home_runs': 3, 'away_runs': 2, 'probability': 0.03201888792744205}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.03187993836768274}, {'home_runs': 2, 'away_runs': 3, 'probability': 0.03150816293028573}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.031170304656477296}], 'home_distribution': {'0': 0.0777939627191454, '1': 0.1253652938913337, '2': 0.16731506961155485, '3': 0.18493499521639842, '4': 0.1692892765282062, '5': 0.12834120253289752, '6': 0.0805803345420472, '7': 0.04190041598127751, '8': 0.018044045341723932, '9': 0.006435403635415149}, 'away_distribution': {'0': 0.08154259134297262, '1': 0.13098431860248033, '2': 0.1731359058893949, '3': 0.18831634833273717, '4': 0.16854735697807716, '5': 0.12413347443426227, '6': 0.07522962862070212, '7': 0.03751646987696537, '8': 0.015395296494421722, '9': 0.005198609427986372}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 0.5374, 'recent_quality_edge': -0.276, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.2527}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'PHI 3 - 4 ATL', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'PHI 3 - 4 ATL', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1332, 'recent_form_edge_home_minus_away': -0.206, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 3, 'home_runs': 4, 'winner': 'ATL', 'model_winner': 'ATL', 'simulation_winner': 'ATL', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'ATL', 'published_winner_draw_share': 0.5, 'draw_majority_team': None, 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.2527, 'winner': 'ATL', 'score_reviewed': {'away_runs': 3, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 125.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
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_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: 125.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 3 - 4 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 3 - 4 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ATL, simulation=ATL, published=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.527.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
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): ATL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 4-3.
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: 4/10 = 0.400.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI 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_payloadcurrentPHICURRENT_PITCHER_DUPLICATIONPHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (2B: current=2, sim=1; HR: current=1, sim=0; BB: current=3, sim=1; SO: current=8, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Drake Baldwin: H current=1 box=2, BB current=1 box=0; Mauricio Dubón: R current=0 box=1; Ozzie Albies: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Matt Olson: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Michael Harris II: H current=1 box=2, 2B current=1 box=0, RBI current=1 box=2, R current=0 box=1; Ronald Acuña Jr.: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Austin Riley: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2; Mike Yastrzemski: H current=1 box=2, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; HR: current=1, sim=0; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=2, sim=0; SO: current=9, sim=12; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Harper: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Alec Bohm: RBI 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=3; Bryan De La Cruz: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2; Trea Turner: 2B current=1 box=0, RBI current=0 box=1; Kyle Schwarber: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; J.T. Realmuto: H current=0 box=1, HBP current=0 box=1; Luis Arraez: H 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_ml4.09349378811947155.589871264564516Base ML historical model prediction
variance_applied46Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.527Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PHI01020000038
ATL04000000049
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPHIbatting32810144290000
currentPHIpitching904148.0400
currentATLbatting33920144380000
currentATLpitching8030129.0300
simulationPHIbatting3581003301201
simulationPHIpitching904148.0434125
simulationATLbatting339100441400
simulationATLpitching8030129.0336149
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPHIRFBryce Harper041000101100.250
currentPHI1BAlec Bohm041000010100.250
currentPHI3BEdmundo Sosa031000010100.333
currentPHILFBryan De La Cruz031000010100.333
currentPHISSTrea Turner041100100100.250
currentPHIDHKyle Schwarber041001111200.250
currentPHICJ.T. Realmuto030000000100.000
currentPHI2BLuis Arraez041000100000.250
currentPHICFDerek Hill031000000100.333
currentATLDHDrake Baldwin041000111100.250
currentATLSSMauricio Dubón041000000000.250
currentATL2BOzzie Albies041000100100.250
currentATL1BMatt Olson041001111100.250
currentATLCFMichael Harris II041100010100.250
currentATLRFRonald Acuña Jr.041100111100.250
currentATL3BAustin Riley031000000100.333
currentATLLFMike Yastrzemski031000000100.333
currentATLCSean Murphy031000000100.333
simulationPHI1DHKyle Schwarber440000000000.000
simulationPHI2SSTrea Turner441000110100.250
simulationPHI3RFBryce Harper440000000200.000
simulationPHI42BLuis Arraez442000100000.500
simulationPHI51BAlec Bohm441000000100.250
simulationPHI63BEdmundo Sosa440000000300.000
simulationPHI7LFBryan De La Cruz442100120100.500
simulationPHI8CJ.T. Realmuto431000000110.333
simulationPHI9CFDerek Hill441000000300.250
simulationATL1DHDrake Baldwin442000110100.500
simulationATL2RFRonald Acuña Jr.440000000100.000
simulationATL31BMatt Olson430000001000.000
simulationATL4CFMichael Harris II442000120000.500
simulationATL5SSMauricio Dubón441000100000.250
simulationATL62BOzzie Albies440000000000.000
simulationATL73BAustin Riley441100000200.250
simulationATL8LFMike Yastrzemski332000110000.667
simulationATL9CSean Murphy331000000000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPHI1Aaron NolaStarter5.2944130006.354.761.37
currentPHI2Jhoan DuranCloser1.1000010000.001.490.98
currentPHI3Jonathan BowlanSetup Man1.0000000000.003.171.00
currentATL1Chris SaleStarter6.1722080002.842.101.01
currentATL2Dylan LeeSetup Man1.0000020000.002.320.82
currentATL3Raisel IglesiasCloser1.0111000009.002.831.17
currentATL4Didier FuentesMiddle Reliever (High Leverage)0.2000020000.002.331.05
simulationPHI1Aaron NolaStarter5.2944130271026.354.761.37
simulationPHI2Jhoan DuranCloser1.10000104100.001.490.98
simulationPHI3Jonathan BowlanSetup Man1.00000003130.003.171.00
simulationATL1Chris SaleStarter6.1722080271122.842.101.01
simulationATL2Raisel IglesiasCloser1.01110004169.002.831.17
simulationATL3Dylan LeeSetup Man1.00000203130.002.320.82
simulationATL4Didier FuentesMiddle Reliever (High Leverage)0.2000020280.002.331.05
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PHIAaron NolaStarter5.2491327102
PHIJhoan DuranCloser1.10001410
PHIJonathan BowlanSetup Man1.00000313
ATLChris SaleStarter6.1270827112
ATLDylan LeeSetup Man1.00002313
ATLRaisel IglesiasCloser1.01100416
ATLDidier FuentesMiddle Reliever (High Leverage)0.2000228
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.

20260911_PIT@CHC

20260911_PIT@CHC.json • 2026-09-11

PIT 4 - CHC 5
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_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_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-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=8, sim=10; 2B: current=1, sim=5; HR: current=2, sim=0; SO: current=8, sim=11).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: Michael Busch: 2B current=0 box=1, SO current=1 box=0; Pete Crow-Armstrong: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nico Hoerner: RBI current=0 box=1, R current=0 box=1, SO current=0 box=1; Seiya Suzuki: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, HR current=1 box=0; Alex Bregman: AB current=4 box=5, 2B current=1 box=0, RBI current=1 box=2, SO current=1 box=2; Pedro Ramirez: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Michael Conforto: AB current=3 box=4, SO current=1 box=3; Ian Happ: AB current=4 box=3, 2B current=0 box=1, R 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-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model pitcher projections differ from final simulation pitching box score (H: current=8, sim=10; BB: current=2, sim=4).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=8, sim=10; 2B: current=1, sim=3; 3B: current=0, sim=2; HR: current=1, sim=0; R: current=5, sim=4; 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-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Bryan Reynolds: AB current=4 box=5, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=2; Rafael Flores Jr.: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Esmerlyn Valdez: AB current=4 box=5, H current=1 box=3, 3B current=0 box=1, RBI current=1 box=0; Nick Gonzales: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Jake Mangum: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Jared Triolo: H current=1 box=0, BB current=0 box=1, SO current=1 box=3; Henry Davis: AB current=3 box=4, H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1; Oneil Cruz: H current=1 box=2, RBI 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match PIT pitching: 4.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match PIT pitching: 0.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match PIT pitching: 10.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match PIT pitching: 11.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=40 matches PIT BF=40.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match CHC pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match CHC pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match CHC pitching: 10.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match CHC pitching: 7.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=41 matches CHC BF=41.
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': 375, 'empirical_hit_rate': 0.552, 'empirical_weight': 0.5, 'blended_confidence': 0.53105, 'published_confidence': 0.53, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASScurrent_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]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.570/0.762.
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 10, CHC 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PIT 4 - CHC 5.
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; recent head-to-head is split and volatile; 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', 'recent head-to-head is split and volatile', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'CHC', 'opponent_team': 'PIT', 'h2h_net_margin': 11, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-26', 'predicted_team_runs': 7, 'opponent_runs': 8, 'margin_for_predicted_team': -1, 'winner': 'PIT'}, {'date': '2026-07-25', 'predicted_team_runs': 11, 'opponent_runs': 0, 'margin_for_predicted_team': 11, 'winner': 'CHC'}, {'date': '2026-07-24', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'CHC'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260724', 'away': 'CHC', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'CHC', 'actual_margin': 1, 'raw_pick_probability': 0.64, 'artifact': '20260724_CHC@PIT.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHC', 'guardrail_opponent_team': 'PIT', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'PIT', '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': 5, 'score_text': 'PIT 4 - 5 CHC', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PIT 4 - 5 CHC', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.056, 'recent_form_edge_home_minus_away': -0.27, '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': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, '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': 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': 0.2852, 'winner': 'CHC', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_PIT@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PIT@CHC.
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': -1.0}, {'game_id': None, 'home_margin': 11.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 5.0}, {'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': 0.022162732995236824}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02193778169001369}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.02164447028109523}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.02142477933225593}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.01988234143494773}], 'home_distribution': {'0': 0.04221759353782748, '1': 0.0700801798166088, '2': 0.10222658582660982, '3': 0.13103865327228484, '4': 0.14760528286416, '5': 0.14610709213807677, '6': 0.12708889659930359, '7': 0.09714284905697199, '8': 0.0652500696612758, '9': 0.03851394789241847, '10': 0.019976620210324782, '11': 0.009105271566323184, '12': 0.0036469575578145096}, 'away_distribution': {'0': 0.04398508426086064, '1': 0.07290505364242773, '2': 0.10587116689227392, '3': 0.13469938913531498, '4': 0.15014864349830226, '5': 0.14663750416720836, '6': 0.12546903786827482, '7': 0.09405804240350822, '8': 0.06177648075728195, '9': 0.03554825221566012, '10': 0.017921782484283045, '11': 0.007916113484686032, '12': 0.0030634491899178586}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 0.6973, 'recent_quality_edge': -0.48, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.2852}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PIT 4 - 5 CHC', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PIT 4 - 5 CHC', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.056, 'recent_form_edge_home_minus_away': -0.27, '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': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, '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': 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': 0.2852, 'winner': 'CHC', '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: 178.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 171.
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: 171.
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: 178.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 8.2.
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 - 5 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PIT 4 - 5 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CHC wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC 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: CHC wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 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: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match PIT pitching: 4.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match PIT pitching: 0.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match PIT pitching: 10.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match PIT pitching: 11.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=40 matches PIT BF=40.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match CHC pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match CHC pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match CHC pitching: 10.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match CHC pitching: 7.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=41 matches CHC BF=41.
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': 375, 'empirical_hit_rate': 0.552, 'empirical_weight': 0.5, 'blended_confidence': 0.53105, 'published_confidence': 0.53, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASScurrent_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]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.570/0.762.
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 10, CHC 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PIT 4 - CHC 5.
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; recent head-to-head is split and volatile; 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', 'recent head-to-head is split and volatile', 'latest-series evidence cleared the reversal bar; confidence capped and runs shifted, winner unchanged by design'], 'signals': {'predicted_team': 'CHC', 'opponent_team': 'PIT', 'h2h_net_margin': 11, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-26', 'predicted_team_runs': 7, 'opponent_runs': 8, 'margin_for_predicted_team': -1, 'winner': 'PIT'}, {'date': '2026-07-25', 'predicted_team_runs': 11, 'opponent_runs': 0, 'margin_for_predicted_team': 11, 'winner': 'CHC'}, {'date': '2026-07-24', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'CHC'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260724', 'away': 'CHC', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'CHC', 'actual_margin': 1, 'raw_pick_probability': 0.64, 'artifact': '20260724_CHC@PIT.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHC', 'guardrail_opponent_team': 'PIT', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'PIT', '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': 5, 'score_text': 'PIT 4 - 5 CHC', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PIT 4 - 5 CHC', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.056, 'recent_form_edge_home_minus_away': -0.27, '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': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, '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': 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': 0.2852, 'winner': 'CHC', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_PIT@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PIT@CHC.
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': -1.0}, {'game_id': None, 'home_margin': 11.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 5.0}, {'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': 0.022162732995236824}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02193778169001369}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.02164447028109523}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.02142477933225593}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.01988234143494773}], 'home_distribution': {'0': 0.04221759353782748, '1': 0.0700801798166088, '2': 0.10222658582660982, '3': 0.13103865327228484, '4': 0.14760528286416, '5': 0.14610709213807677, '6': 0.12708889659930359, '7': 0.09714284905697199, '8': 0.0652500696612758, '9': 0.03851394789241847, '10': 0.019976620210324782, '11': 0.009105271566323184, '12': 0.0036469575578145096}, 'away_distribution': {'0': 0.04398508426086064, '1': 0.07290505364242773, '2': 0.10587116689227392, '3': 0.13469938913531498, '4': 0.15014864349830226, '5': 0.14663750416720836, '6': 0.12546903786827482, '7': 0.09405804240350822, '8': 0.06177648075728195, '9': 0.03554825221566012, '10': 0.017921782484283045, '11': 0.007916113484686032, '12': 0.0030634491899178586}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 0.6973, 'recent_quality_edge': -0.48, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.2852}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PIT 4 - 5 CHC', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PIT 4 - 5 CHC', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.056, 'recent_form_edge_home_minus_away': -0.27, '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': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 4, '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': 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': 0.2852, 'winner': 'CHC', '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: 178.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 171.
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: 171.
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: 178.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 8.2.
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 - 5 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PIT 4 - 5 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CHC wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC 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: CHC wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 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: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=8, sim=10; 2B: current=1, sim=5; HR: current=2, sim=0; SO: current=8, sim=11).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: Michael Busch: 2B current=0 box=1, SO current=1 box=0; Pete Crow-Armstrong: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nico Hoerner: RBI current=0 box=1, R current=0 box=1, SO current=0 box=1; Seiya Suzuki: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, HR current=1 box=0; Alex Bregman: AB current=4 box=5, 2B current=1 box=0, RBI current=1 box=2, SO current=1 box=2; Pedro Ramirez: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Michael Conforto: AB current=3 box=4, SO current=1 box=3; Ian Happ: AB current=4 box=3, 2B current=0 box=1, R 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-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model pitcher projections differ from final simulation pitching box score (H: current=8, sim=10; BB: current=2, sim=4).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=8, sim=10; 2B: current=1, sim=3; 3B: current=0, sim=2; HR: current=1, sim=0; R: current=5, sim=4; 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-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Bryan Reynolds: AB current=4 box=5, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=2; Rafael Flores Jr.: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Esmerlyn Valdez: AB current=4 box=5, H current=1 box=3, 3B current=0 box=1, RBI current=1 box=0; Nick Gonzales: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Jake Mangum: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Jared Triolo: H current=1 box=0, BB current=0 box=1, SO current=1 box=3; Henry Davis: AB current=3 box=4, H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1; Oneil Cruz: H current=1 box=2, RBI 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.2885118874669865.697415759486734Base ML historical model prediction
variance_applied46Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.530Enhanced 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
PIT001010110410
CHC001001102510
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPITbatting33810145390000
currentPITpitching8052118.0500
currentCHCbatting33810255480000
currentCHCpitching1004379.0400
simulationPITbatting3710320443701
simulationPITpitching10054118.2540178
simulationCHCbatting36105005541100
simulationCHCpitching1004379.0441171
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPITDHBryan Reynolds041000101100.250
currentPIT1BRafael Flores Jr.041001110100.250
currentPITRFEsmerlyn Valdez041000111100.250
currentPIT2BNick Gonzales041000000100.250
currentPITLFJake Mangum031000000100.333
currentPIT3BJared Triolo031000000100.333
currentPITCHenry Davis030000000100.000
currentPITCFOneil Cruz041000111100.250
currentPITSSKonnor Griffin041100110100.250
currentCHC1BMichael Busch041000001100.250
currentCHCCFPete Crow-Armstrong041001111100.250
currentCHCSSNico Hoerner041000000000.250
currentCHCRFSeiya Suzuki041001111100.250
currentCHC3BAlex Bregman041100110100.250
currentCHC2BPedro Ramirez031000010100.333
currentCHCDHMichael Conforto030000000100.000
currentCHCLFIan Happ041000101100.250
currentCHCCCarson Kelly031000110100.333
simulationPIT1SSKonnor Griffin541010110010.250
simulationPIT2CFOneil Cruz542000001000.500
simulationPIT3DHBryan Reynolds552200120100.400
simulationPIT41BRafael Flores Jr.551000000100.200
simulationPIT5RFEsmerlyn Valdez553010100100.600
simulationPIT62BNick Gonzales430000001100.000
simulationPIT7LFJake Mangum440000000000.000
simulationPIT83BJared Triolo430000001300.000
simulationPIT9CHenry Davis441100110000.250
simulationCHC1CFPete Crow-Armstrong540000001100.000
simulationCHC2RFSeiya Suzuki552100110100.400
simulationCHC31BMichael Busch541100001000.250
simulationCHC43BAlex Bregman551000120200.200
simulationCHC5LFIan Happ431100001200.333
simulationCHC6SSNico Hoerner441000110100.250
simulationCHC7DHMichael Conforto440000000300.000
simulationCHC82BPedro Ramirez442100100000.500
simulationCHC9CCarson Kelly432100111100.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPIT1Wilber DotelStarter5.0422270003.602.761.13
currentPIT2Gregory SotoMiddle Reliever (High Leverage)1.0000020000.002.641.01
currentPIT3Luke WeaverSetup Man1.02220100018.002.600.96
currentPIT4Mason MontgomeryCloser1.0211010009.002.481.01
currentCHC1Shota ImanagaStarter5.1622250003.383.911.12
currentCHC2Jacob WebbCloser1.1211010006.753.361.25
currentCHC3Ryan ZeferjahnMiddle Reliever (High Leverage)1.1000000000.004.181.27
currentCHC4Trent ThorntonSetup Man1.0211110009.003.231.18
simulationPIT1Wilber DotelStarter5.041127023951.802.761.13
simulationPIT2Mason MontgomeryCloser1.02110105199.002.481.01
simulationPIT3Luke WeaverSetup Man1.02110105259.002.600.96
simulationPIT4Gregory SotoMiddle Reliever (High Leverage)1.222222073910.802.641.01
simulationCHC1Shota ImanagaStarter5.1622250251053.383.911.12
simulationCHC2Jacob WebbCloser1.12110106266.753.361.25
simulationCHC3Trent ThorntonSetup Man1.02111106239.003.231.18
simulationCHC4Ryan ZeferjahnMiddle Reliever (High Leverage)1.10000004170.004.181.27
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PITWilber DotelStarter5.014272395
PITGregory SotoMiddle Reliever (High Leverage)1.22222739
PITLuke WeaverSetup Man1.01201525
PITMason MontgomeryCloser1.01201519
CHCShota ImanagaStarter5.1262525105
CHCJacob WebbCloser1.11201626
CHCRyan ZeferjahnMiddle Reliever (High Leverage)1.10000417
CHCTrent ThorntonSetup Man1.01211623
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.

20260911_SD@SF

20260911_SD@SF.json • 2026-09-11

SD 5 - SF 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_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_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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=33, sim=38; H: current=7, sim=11; 2B: current=1, sim=3; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=7, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Fernando Tatis Jr.: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0; Jake Cronenworth: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Luis Campusano: AB current=4 box=5, 2B current=0 box=1, R current=0 box=1, BB current=1 box=0; Samad Taylor: AB current=4 box=3, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Dustin Harris: H current=0 box=1, 2B current=0 box=1, BB current=0 box=1; Manny Machado: AB current=4 box=5, H current=1 box=2, BB current=1 box=0, SO current=1 box=0; Jackson Merrill: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Xander Bogaerts: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 2B: current=1, sim=0; SO: current=7, sim=10).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: Rafael Devers: AB current=4 box=3, HR current=1 box=0; Osleivis Basabe: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Bryce Eldridge: RBI current=1 box=0, BB current=1 box=0; Turner Hill: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Andrew Knizner: BB current=0 box=1, SO current=1 box=2; Shay Whitcomb: H current=1 box=2, HR current=0 box=1, R current=0 box=1; Jonah Cox: AB current=4 box=5, RBI current=0 box=2, R current=0 box=1; Jung Hoo Lee: 2B current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match SF pitching: 11.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match SF pitching: 2.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=41 matches SF BF=41.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match SD pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match SD pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match SD pitching: 7.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match SD pitching: 10.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=37 matches SD BF=37.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF 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': 420, 'empirical_hit_rate': 0.5429, 'empirical_weight': 0.5, 'blended_confidence': 0.5015, 'published_confidence': 0.505, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_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.
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]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.697/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SD 11, SF 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 5 - SF 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SD; cap=0.56, reasons=local prediction memory shows 4 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 4 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'SD', 'opponent_team': 'SF', 'h2h_net_margin': 9, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-08-02', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'SD'}, {'date': '2026-08-01', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'SD'}, {'date': '2026-07-31', 'predicted_team_runs': 7, 'opponent_runs': 0, 'margin_for_predicted_team': 7, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 4, 'consecutive_same_pick_count': 4, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260802', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 1, 'raw_pick_probability': 0.56, 'artifact': '20260802_SF@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260801', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 1, 'raw_pick_probability': 0.56, 'artifact': '20260801_SF@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 7, 'raw_pick_probability': 0.53, 'artifact': '20260731_SF@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260730', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SF', 'actual_margin': 3, 'raw_pick_probability': 0.6, 'artifact': '20260730_SF@SD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SD', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'SF', 'simulation_score_winner': 'SD', 'final_score_winner': 'SD', 'pre_simulation_winner': 'SD', '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': 'SD 5 - 4 SF', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'SD 5 - 4 SF', 'winner': 'SD'}, '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': -0.0607, 'recent_form_edge_home_minus_away': -0.19, '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': 'SD', 'model_winner': 'SD', 'simulation_winner': 'SD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'SD', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'SD', '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': 0.4967, 'winner': 'SD', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_SD@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@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': -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': -1.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -7.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -4.0}], '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': 0.025670226182111518}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.024396433669890374}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.024076417916378757}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.023676415853774762}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02327786082599431}], 'home_distribution': {'0': 0.05388469602866578, '1': 0.0885806215679634, '2': 0.12549373090271143, '3': 0.15321996543702338, '4': 0.1612199234365132, '5': 0.14619485288165543, '6': 0.11424980725323713, '7': 0.0769465036822749, '8': 0.044661399452682285, '9': 0.022340134596235642, '10': 0.009630509516505504, '11': 0.0035778552445318705}, 'away_distribution': {'0': 0.05163573315781047, '1': 0.08504383655327637, '2': 0.12116684018165776, '3': 0.14933897376436733, '4': 0.15922489996852154, '5': 0.14685787804072675, '6': 0.11717418857758967, '7': 0.08087515064904453, '8': 0.04828883106425224, '9': 0.02494173865338364, '10': 0.01114436167160289, '11': 0.004307567717766789}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -0.775, 'recent_quality_edge': 0.02, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.4967}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'SD 5 - 4 SF', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'SD 5 - 4 SF', 'winner': 'SD'}, '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': -0.0607, 'recent_form_edge_home_minus_away': -0.19, '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': 'SD', 'model_winner': 'SD', 'simulation_winner': 'SD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'SD', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'SD', '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': 0.4967, 'winner': 'SD', '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: 154.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 154.
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: 157.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
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_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_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.
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: SD 5 - 4 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 5 - 4 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SD, simulation=SD, published=SD.
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: 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): SD wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD 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: SD wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match SF pitching: 11.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match SF pitching: 2.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=41 matches SF BF=41.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match SD pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match SD pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match SD pitching: 7.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match SD pitching: 10.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=37 matches SD BF=37.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF 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': 420, 'empirical_hit_rate': 0.5429, 'empirical_weight': 0.5, 'blended_confidence': 0.5015, 'published_confidence': 0.505, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_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.
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]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.505.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.495.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.697/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SD 11, SF 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 5 - SF 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SD; cap=0.56, reasons=local prediction memory shows 4 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 4 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'SD', 'opponent_team': 'SF', 'h2h_net_margin': 9, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-08-02', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'SD'}, {'date': '2026-08-01', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'SD'}, {'date': '2026-07-31', 'predicted_team_runs': 7, 'opponent_runs': 0, 'margin_for_predicted_team': 7, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 4, 'consecutive_same_pick_count': 4, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260802', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 1, 'raw_pick_probability': 0.56, 'artifact': '20260802_SF@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260801', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 1, 'raw_pick_probability': 0.56, 'artifact': '20260801_SF@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 7, 'raw_pick_probability': 0.53, 'artifact': '20260731_SF@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260730', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SF', 'actual_margin': 3, 'raw_pick_probability': 0.6, 'artifact': '20260730_SF@SD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SD', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'SF', 'simulation_score_winner': 'SD', 'final_score_winner': 'SD', 'pre_simulation_winner': 'SD', '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': 'SD 5 - 4 SF', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'SD 5 - 4 SF', 'winner': 'SD'}, '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': -0.0607, 'recent_form_edge_home_minus_away': -0.19, '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': 'SD', 'model_winner': 'SD', 'simulation_winner': 'SD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'SD', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'SD', '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': 0.4967, 'winner': 'SD', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_SD@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@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': -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': -1.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -7.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -4.0}], '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': 0.025670226182111518}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.024396433669890374}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.024076417916378757}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.023676415853774762}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02327786082599431}], 'home_distribution': {'0': 0.05388469602866578, '1': 0.0885806215679634, '2': 0.12549373090271143, '3': 0.15321996543702338, '4': 0.1612199234365132, '5': 0.14619485288165543, '6': 0.11424980725323713, '7': 0.0769465036822749, '8': 0.044661399452682285, '9': 0.022340134596235642, '10': 0.009630509516505504, '11': 0.0035778552445318705}, 'away_distribution': {'0': 0.05163573315781047, '1': 0.08504383655327637, '2': 0.12116684018165776, '3': 0.14933897376436733, '4': 0.15922489996852154, '5': 0.14685787804072675, '6': 0.11717418857758967, '7': 0.08087515064904453, '8': 0.04828883106425224, '9': 0.02494173865338364, '10': 0.01114436167160289, '11': 0.004307567717766789}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -0.775, 'recent_quality_edge': 0.02, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.4967}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'SD 5 - 4 SF', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'SD 5 - 4 SF', 'winner': 'SD'}, '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': -0.0607, 'recent_form_edge_home_minus_away': -0.19, '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': 'SD', 'model_winner': 'SD', 'simulation_winner': 'SD', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'SD', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'SD', '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': 0.4967, 'winner': 'SD', '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: 154.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 154.
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: 157.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
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_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_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.
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: SD 5 - 4 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 5 - 4 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SD, simulation=SD, published=SD.
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: 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): SD wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD 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: SD wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=33, sim=38; H: current=7, sim=11; 2B: current=1, sim=3; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=7, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Fernando Tatis Jr.: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0; Jake Cronenworth: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Luis Campusano: AB current=4 box=5, 2B current=0 box=1, R current=0 box=1, BB current=1 box=0; Samad Taylor: AB current=4 box=3, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Dustin Harris: H current=0 box=1, 2B current=0 box=1, BB current=0 box=1; Manny Machado: AB current=4 box=5, H current=1 box=2, BB current=1 box=0, SO current=1 box=0; Jackson Merrill: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Xander Bogaerts: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 2B: current=1, sim=0; SO: current=7, sim=10).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: Rafael Devers: AB current=4 box=3, HR current=1 box=0; Osleivis Basabe: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Bryce Eldridge: RBI current=1 box=0, BB current=1 box=0; Turner Hill: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Andrew Knizner: BB current=0 box=1, SO current=1 box=2; Shay Whitcomb: H current=1 box=2, HR current=0 box=1, R current=0 box=1; Jonah Cox: AB current=4 box=5, RBI current=0 box=2, R current=0 box=1; Jung Hoo Lee: 2B current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.26576205369686354.595555192269463Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.505Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by starter_quality_favours_the_other_side, 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
SD021001100511
SF00003100047
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSDbatting33710144370000
currentSDpitching7143109.0400
currentSFbatting33710144370000
currentSFpitching1125329.0500
simulationSDbatting3811302553200
simulationSDpitching7143109.0437154
simulationSFbatting3470014431000
simulationSFpitching1125329.0541157
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSD2BFernando Tatis Jr.041100110100.250
currentSD1BJake Cronenworth041000000100.250
currentSDDHLuis Campusano041000011100.250
currentSDLFSamad Taylor041000100100.250
currentSDRFDustin Harris030000000000.000
currentSD3BManny Machado041000111100.250
currentSDCFJackson Merrill041001110100.250
currentSDSSXander Bogaerts031000001000.333
currentSDCFreddy Fermin030000000100.000
currentSFDHRafael Devers041001111100.250
currentSF2BOsleivis Basabe041000000100.250
currentSF1BBryce Eldridge041000111100.250
currentSFLFTurner Hill031000111000.333
currentSFCAndrew Knizner030000000100.000
currentSF3BShay Whitcomb041000010100.250
currentSFCFJonah Cox041000000100.250
currentSFRFJung Hoo Lee041100000000.250
currentSFSSChristian Koss030000100100.000
simulationSD12BFernando Tatis Jr.552000110100.400
simulationSD21BJake Cronenworth552100100100.400
simulationSD33BManny Machado552000110000.400
simulationSD4DHLuis Campusano551100110000.200
simulationSD5CFJackson Merrill550000000000.000
simulationSD6SSXander Bogaerts442002120000.500
simulationSD7LFSamad Taylor431000001000.333
simulationSD8RFDustin Harris431100001000.333
simulationSD9CFreddy Fermin430000001000.000
simulationSF1CFJonah Cox551000120100.200
simulationSF2DHRafael Devers431000111100.333
simulationSF31BBryce Eldridge441000100100.250
simulationSF42BOsleivis Basabe430000001100.000
simulationSF5LFTurner Hill440000000200.000
simulationSF63BShay Whitcomb442001110100.500
simulationSF7RFJung Hoo Lee441000000100.250
simulationSF8CAndrew Knizner430000001200.000
simulationSF9SSChristian Koss441000000000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSD1Robbie RayStarter5.0433260005.403.391.34
currentSD2Adrian MorejonSetup Man1.0000010000.002.861.08
currentSD3Bradgley RodriguezMiddle Reliever (High Leverage)1.0100010000.001.790.98
currentSD4Mason MillerCloser1.0111011009.001.170.83
currentSD5Yuki MatsuiMiddle Reliever (High Leverage)1.0100110000.002.051.14
currentSF1Anthony MolinaStarter5.0744222007.202.790.88
currentSF2Carson SeymourMiddle Reliever (High Leverage)1.1100000000.005.621.67
currentSF3Dylan SmithCloser1.1311000006.753.241.41
currentSF5Trent HarrisSetup Man1.1000100000.002.811.25
simulationSD1Robbie RayStarter5.043326021895.403.391.34
simulationSD2Mason MillerCloser1.01110114169.001.170.83
simulationSD3Adrian MorejonSetup Man1.00000103130.002.861.08
simulationSD4Bradgley RodriguezMiddle Reliever (High Leverage)1.01000104160.001.790.98
simulationSD5Yuki MatsuiMiddle Reliever (High Leverage)1.01001105200.002.051.14
simulationSF1Anthony MolinaStarter5.074422224927.202.790.88
simulationSF2Dylan SmithCloser1.13110007246.753.241.41
simulationSF3Trent HarrisSetup Man1.10001005210.002.811.25
simulationSF4Carson SeymourMiddle Reliever (High Leverage)1.11000005200.005.621.67
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SDRobbie RayStarter5.034262189
SDAdrian MorejonSetup Man1.00001313
SDBradgley RodriguezMiddle Reliever (High Leverage)1.00101416
SDMason MillerCloser1.01101416
SDYuki MatsuiMiddle Reliever (High Leverage)1.00111520
SFAnthony MolinaStarter5.047222492
SFCarson SeymourMiddle Reliever (High Leverage)1.10100520
SFDylan SmithCloser1.11300724
SFTrent HarrisSetup Man1.10010521
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_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.

20260911_SEA@OAK

20260911_SEA@OAK.json • 2026-09-11

SEA 7 - 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_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_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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK 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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=10, sim=8; 2B: current=2, sim=3; RBI: current=5, sim=6; R: current=4, sim=6; BB: current=3, sim=4; SO: current=7, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Henry Bolte: AB current=4 box=5, H current=1 box=2, RBI current=0 box=2, BB current=1 box=0; Max Muncy: H current=1 box=0, R current=0 box=1, SO current=1 box=0; Donovan Walton: H current=1 box=0, R current=1 box=0, SO current=0 box=1; Tommy White: 2B current=0 box=1, RBI current=0 box=2; Carlos Cortes: 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Zack Gelof: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0, HBP current=0 box=1; Jonah Heim: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Jeff McNeil: AB current=4 box=5, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=39; H: current=9, sim=12; HR: current=1, sim=2; RBI: current=4, sim=7; R: current=4, sim=7; BB: current=4, sim=0; SO: current=7, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Dominic Canzone: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, HR current=0 box=1; Randy Arozarena: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; J.P. Crawford: AB current=4 box=5, RBI current=0 box=1, R current=0 box=1, BB current=1 box=0; Julio Rodríguez: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cal Raleigh: AB current=4 box=5, H current=1 box=2, BB current=1 box=0; Josh Naylor: H current=1 box=0, SO current=0 box=1; Taylor Ward: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Weston Wilson: 2B current=0 box=1, R current=0 box=1, SO current=1 box=0, HBP current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match SEA pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match SEA pitching: 8.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match SEA pitching: 6.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=40 matches SEA BF=40.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match OAK pitching: 0.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match OAK pitching: 2.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match OAK pitching: 12.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match OAK pitching: 10.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=40 matches OAK BF=40.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 7.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.494 -> 0.518 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.494071, 'sample_size': 420, 'empirical_hit_rate': 0.5429, 'empirical_weight': 0.5, 'blended_confidence': 0.518486, 'published_confidence': 0.505804, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
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.
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]: 0.506.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.506.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.494.
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: 0.480/0.657.
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: SEA 12, OAK 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 7 - OAK 6.
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; local prediction memory shows 4 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', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 4 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'SEA', 'opponent_team': 'OAK', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-06', 'predicted_team_runs': 2, 'opponent_runs': 0, 'margin_for_predicted_team': 2, 'winner': 'SEA'}, {'date': '2026-09-05', 'predicted_team_runs': 2, 'opponent_runs': 6, 'margin_for_predicted_team': -4, 'winner': 'OAK'}, {'date': '2026-09-04', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'OAK'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 4, 'consecutive_same_pick_count': 4, 'same_pick_actual_loss_count': 3, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260906', 'away': 'OAK', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 2, 'raw_pick_probability': 0.5442, 'artifact': '20260906_OAK@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260905', 'away': 'OAK', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'OAK', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260905_OAK@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260904', 'away': 'OAK', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'OAK', 'actual_margin': 1, 'raw_pick_probability': 0.548498, 'artifact': '20260904_OAK@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260903', 'away': 'OAK', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'OAK', 'actual_margin': 3, 'raw_pick_probability': 0.637251, 'artifact': '20260903_OAK@SEA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SEA', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'SEA', 'output_opponent_team': 'OAK', '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': 7, 'home_runs': 6, 'score_text': 'SEA 7 - 6 OAK', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 6, 'score_text': 'SEA 7 - 6 OAK', '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': -0.0066, 'recent_form_edge_home_minus_away': 0.218, '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': 6, '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': 6, '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': 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': 7, 'home_runs': 6}, 'simulation_score': {'away_runs': 7, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.5142, 'winner': 'SEA', 'score_reviewed': {'away_runs': 7, '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_SEA@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@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': -2.0, 'absolute_net_margin': 2.0, 'home_average_margin': -0.4, 'home_run_delta': -0.0115, 'away_run_delta': 0.0115, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 3.0}, {'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': 6, 'away_runs': 6, 'probability': 0.01455808825271215}, {'home_runs': 6, 'away_runs': 7, 'probability': 0.014531570512006632}, {'home_runs': 7, 'away_runs': 6, 'probability': 0.014401573548531034}, {'home_runs': 7, 'away_runs': 7, 'probability': 0.01437534090132612}, {'home_runs': 5, 'away_runs': 6, 'probability': 0.013455405754684142}], 'home_distribution': {'0': 0.01973759207256502, '1': 0.03342038658292013, '2': 0.05174004703994153, '3': 0.07323863121824314, '4': 0.09478763086871232, '5': 0.11216598330685223, '6': 0.12135808564263728, '7': 0.12005335905047602, '8': 0.10858703246976603, '9': 0.08980068781082076, '10': 0.06790150671924135, '11': 0.04694368838155474, '12': 0.029673792606203966, '13': 0.017150111762032134, '14': 0.009062727085184491, '15': 0.004378737382849064}, 'away_distribution': {'0': 0.019030660578758123, '1': 0.03224566696542167, '2': 0.05002502517705155, '3': 0.07105615747916852, '4': 0.09240906405996199, '5': 0.11003374026944478, '6': 0.11995977174179642, '7': 0.11974126351002022, '8': 0.10943355132781242, '9': 0.09157050317045708, '10': 0.07015508560323658, '11': 0.0492108841657515, '12': 0.03160542451194069, '13': 0.018584913272383437, '14': 0.010005940139825214, '15': 0.0049323480269697195}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -0.8707, 'recent_quality_edge': 0.148, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.5142}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 7, 'home_runs': 6, 'score_text': 'SEA 7 - 6 OAK', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 6, 'score_text': 'SEA 7 - 6 OAK', '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': -0.0066, 'recent_form_edge_home_minus_away': 0.218, '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': 6, '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': 6, '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': 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': 7, 'home_runs': 6}, 'simulation_score': {'away_runs': 7, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.5142, 'winner': 'SEA', 'score_reviewed': {'away_runs': 7, '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: 153.
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: 153.
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: 170.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
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_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_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.
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: SEA 7 - 6 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 7 - 6 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 7-6.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SEA, simulation=SEA, published=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.506.
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): SEA wins 7-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 7-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-6, final 7-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 13.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 7-6.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match SEA pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match SEA pitching: 8.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match SEA pitching: 6.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=40 matches SEA BF=40.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match OAK pitching: 0.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match OAK pitching: 2.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match OAK pitching: 12.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match OAK pitching: 10.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=40 matches OAK BF=40.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 7.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.494 -> 0.518 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.494071, 'sample_size': 420, 'empirical_hit_rate': 0.5429, 'empirical_weight': 0.5, 'blended_confidence': 0.518486, 'published_confidence': 0.505804, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
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.
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]: 0.506.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.506.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.494.
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: 0.480/0.657.
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: SEA 12, OAK 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 7 - OAK 6.
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; local prediction memory shows 4 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', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 4 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'SEA', 'opponent_team': 'OAK', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-06', 'predicted_team_runs': 2, 'opponent_runs': 0, 'margin_for_predicted_team': 2, 'winner': 'SEA'}, {'date': '2026-09-05', 'predicted_team_runs': 2, 'opponent_runs': 6, 'margin_for_predicted_team': -4, 'winner': 'OAK'}, {'date': '2026-09-04', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'OAK'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 4, 'consecutive_same_pick_count': 4, 'same_pick_actual_loss_count': 3, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260906', 'away': 'OAK', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 2, 'raw_pick_probability': 0.5442, 'artifact': '20260906_OAK@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260905', 'away': 'OAK', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'OAK', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260905_OAK@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260904', 'away': 'OAK', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'OAK', 'actual_margin': 1, 'raw_pick_probability': 0.548498, 'artifact': '20260904_OAK@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260903', 'away': 'OAK', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'OAK', 'actual_margin': 3, 'raw_pick_probability': 0.637251, 'artifact': '20260903_OAK@SEA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SEA', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'SEA', 'output_opponent_team': 'OAK', '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': 7, 'home_runs': 6, 'score_text': 'SEA 7 - 6 OAK', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 6, 'score_text': 'SEA 7 - 6 OAK', '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': -0.0066, 'recent_form_edge_home_minus_away': 0.218, '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': 6, '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': 6, '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': 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': 7, 'home_runs': 6}, 'simulation_score': {'away_runs': 7, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.5142, 'winner': 'SEA', 'score_reviewed': {'away_runs': 7, '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_SEA@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@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': -2.0, 'absolute_net_margin': 2.0, 'home_average_margin': -0.4, 'home_run_delta': -0.0115, 'away_run_delta': 0.0115, 'evidence': [{'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 3.0}, {'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': 6, 'away_runs': 6, 'probability': 0.01455808825271215}, {'home_runs': 6, 'away_runs': 7, 'probability': 0.014531570512006632}, {'home_runs': 7, 'away_runs': 6, 'probability': 0.014401573548531034}, {'home_runs': 7, 'away_runs': 7, 'probability': 0.01437534090132612}, {'home_runs': 5, 'away_runs': 6, 'probability': 0.013455405754684142}], 'home_distribution': {'0': 0.01973759207256502, '1': 0.03342038658292013, '2': 0.05174004703994153, '3': 0.07323863121824314, '4': 0.09478763086871232, '5': 0.11216598330685223, '6': 0.12135808564263728, '7': 0.12005335905047602, '8': 0.10858703246976603, '9': 0.08980068781082076, '10': 0.06790150671924135, '11': 0.04694368838155474, '12': 0.029673792606203966, '13': 0.017150111762032134, '14': 0.009062727085184491, '15': 0.004378737382849064}, 'away_distribution': {'0': 0.019030660578758123, '1': 0.03224566696542167, '2': 0.05002502517705155, '3': 0.07105615747916852, '4': 0.09240906405996199, '5': 0.11003374026944478, '6': 0.11995977174179642, '7': 0.11974126351002022, '8': 0.10943355132781242, '9': 0.09157050317045708, '10': 0.07015508560323658, '11': 0.0492108841657515, '12': 0.03160542451194069, '13': 0.018584913272383437, '14': 0.010005940139825214, '15': 0.0049323480269697195}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': -0.8707, 'recent_quality_edge': 0.148, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.5142}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 7, 'home_runs': 6, 'score_text': 'SEA 7 - 6 OAK', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 6, 'score_text': 'SEA 7 - 6 OAK', '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': -0.0066, 'recent_form_edge_home_minus_away': 0.218, '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': 6, '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': 6, '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': 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': 7, 'home_runs': 6}, 'simulation_score': {'away_runs': 7, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.5142, 'winner': 'SEA', 'score_reviewed': {'away_runs': 7, '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: 153.
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: 153.
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: 170.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
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_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_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.
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: SEA 7 - 6 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 7 - 6 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 7-6.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SEA, simulation=SEA, published=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.506.
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): SEA wins 7-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 7-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-6, final 7-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 13.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 7-6.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK 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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=10, sim=8; 2B: current=2, sim=3; RBI: current=5, sim=6; R: current=4, sim=6; BB: current=3, sim=4; SO: current=7, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Henry Bolte: AB current=4 box=5, H current=1 box=2, RBI current=0 box=2, BB current=1 box=0; Max Muncy: H current=1 box=0, R current=0 box=1, SO current=1 box=0; Donovan Walton: H current=1 box=0, R current=1 box=0, SO current=0 box=1; Tommy White: 2B current=0 box=1, RBI current=0 box=2; Carlos Cortes: 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Zack Gelof: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0, HBP current=0 box=1; Jonah Heim: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Jeff McNeil: AB current=4 box=5, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=39; H: current=9, sim=12; HR: current=1, sim=2; RBI: current=4, sim=7; R: current=4, sim=7; BB: current=4, sim=0; SO: current=7, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Dominic Canzone: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, HR current=0 box=1; Randy Arozarena: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; J.P. Crawford: AB current=4 box=5, RBI current=0 box=1, R current=0 box=1, BB current=1 box=0; Julio Rodríguez: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cal Raleigh: AB current=4 box=5, H current=1 box=2, BB current=1 box=0; Josh Naylor: H current=1 box=0, SO current=0 box=1; Taylor Ward: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Weston Wilson: 2B current=0 box=1, R current=0 box=1, SO current=1 box=0, HBP current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.2407451891926865.192914013745966Base ML historical model prediction
variance_applied55Deterministic baseline target (variance factor 1.0)
enhanced_prediction760.506Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment76Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review76Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target76Capped at max 12 realistic runs
simulation_result76Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SEA100001401712
OAK20010003068
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSEAbatting33920144470000
currentSEApitching816469.0600
currentOAKbatting331020154370000
currentOAKpitching12270109.0600
simulationSEAbatting39122027701001
simulationSEApitching816469.0640170
simulationOAKbatting358301664601
simulationOAKpitching12270109.0740153
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSEARFDominic Canzone041100010100.250
currentSEALFRandy Arozarena041100111100.250
currentSEASSJ.P. Crawford041000001100.250
currentSEACFJulio Rodríguez041001110100.250
currentSEACCal Raleigh041000111100.250
currentSEA1BJosh Naylor041000000000.250
currentSEADHTaylor Ward031000001100.333
currentSEA3BWeston Wilson031000000100.333
currentSEA2BCole Young031000100000.333
currentOAKCFHenry Bolte041000101100.250
currentOAKDHMax Muncy041000010100.250
currentOAKSSDonovan Walton031000101000.333
currentOAK1BTommy White041000100100.250
currentOAKLFCarlos Cortes031000010100.333
currentOAK3BZack Gelof041001110100.250
currentOAKCJonah Heim031000000100.333
currentOAK2BJeff McNeil042100010000.500
currentOAKRFLawrence Butler041100011100.250
simulationSEA1SSJ.P. Crawford551000110300.200
simulationSEA2LFRandy Arozarena552100100200.400
simulationSEA3RFDominic Canzone552001140000.400
simulationSEA4CCal Raleigh552000110100.400
simulationSEA5CFJulio Rodríguez440000000300.000
simulationSEA61BJosh Naylor440000000100.000
simulationSEA7DHTaylor Ward442001110000.500
simulationSEA82BCole Young442000100000.500
simulationSEA93BWeston Wilson431100100010.333
simulationOAK1CFHenry Bolte552000120000.400
simulationOAK22BJeff McNeil551000000100.200
simulationOAK33BZack Gelof542101110010.500
simulationOAK4RFLawrence Butler541000101100.250
simulationOAK5DHMax Muncy440000110000.000
simulationOAK6SSDonovan Walton430000001100.000
simulationOAK71BTommy White441100120100.250
simulationOAK8LFCarlos Cortes431100101000.333
simulationOAK9CJonah Heim430000001200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSEA1George KirbyStarter5.2533121004.764.181.34
currentSEA2Andrés MuñozCloser1.1000010000.003.641.12
currentSEA3José A. FerrerSetup Man1.02333100027.003.771.39
currentSEA4Eduard BazardoMiddle Reliever (High Leverage)1.0100020000.003.901.46
currentOAK1Jeffrey SpringsStarter4.2543050005.796.021.45
currentOAK2Luis MedinaMiddle Reliever (High Leverage)1.1000010000.003.121.34
currentOAK3Elvis AlvaradoCloser1.0211010009.004.121.25
currentOAK4Hogan HarrisSetup Man1.02220320018.003.391.45
currentOAK5Scott BlewettMiddle Reliever (High Leverage)1.0300000000.002.221.27
simulationSEA1George KirbyStarter5.2533121241024.764.181.34
simulationSEA2Andrés MuñozCloser1.10000104210.003.641.12
simulationSEA3José A. FerrerSetup Man1.023331083127.003.771.39
simulationSEA4Eduard BazardoMiddle Reliever (High Leverage)1.01000204160.003.901.46
simulationOAK1Jeffrey SpringsStarter4.254405020767.716.021.45
simulationOAK2Elvis AlvaradoCloser1.02110105199.004.121.25
simulationOAK3Hogan HarrisSetup Man1.022203251918.003.391.45
simulationOAK4Luis MedinaMiddle Reliever (High Leverage)1.10000104170.003.121.34
simulationOAK5Scott BlewettMiddle Reliever (High Leverage)1.03000006220.002.221.27
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SEAGeorge KirbyStarter5.2351224102
SEAAndrés MuñozCloser1.10001421
SEAJosé A. FerrerSetup Man1.03231831
SEAEduard BazardoMiddle Reliever (High Leverage)1.00102416
OAKJeffrey SpringsStarter4.245052076
OAKLuis MedinaMiddle Reliever (High Leverage)1.10001417
OAKElvis AlvaradoCloser1.01201519
OAKHogan HarrisSetup Man1.02203519
OAKScott BlewettMiddle Reliever (High Leverage)1.00300622
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.

20260911_TEX@ARI

20260911_TEX@ARI.json • 2026-09-11

TEX 6 - ARI 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_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-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=8, sim=6; 3B: current=0, sim=1; R: current=5, sim=4; BB: current=3, sim=1; SO: current=6, sim=5; SF: current=0, sim=1; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Ketel Marte: 3B current=0 box=1; Gabriel Moreno: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ildemaro Vargas: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Lourdes Gurriel Jr.: AB current=4 box=3, SO current=1 box=0, HBP current=0 box=1; Geraldo Perdomo: AB current=4 box=3, H current=1 box=0, SO current=0 box=1; Ryan Waldschmidt: AB current=3 box=4, H current=0 box=2, 2B current=0 box=1, SO current=1 box=0; Corbin Carroll: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, BB current=1 box=0; Jordan Lawlar: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, HBP current=0 box=1New 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=31, sim=40; H: current=8, sim=13; 2B: current=1, sim=4; RBI: current=4, sim=6; R: current=5, 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-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Ezequiel Duran: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0; Corey Seager: RBI current=0 box=1; Brandon Nimmo: 2B current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Wyatt Langford: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Joc Pederson: H current=1 box=2, HR current=1 box=0, RBI current=1 box=0, BB current=1 box=2; Jake Burger: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Evan Carter: AB current=3 box=5, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=2; Nicky Lopez: AB current=3 box=5, H current=1 box=3, 2B current=0 box=2, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match TEX pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match TEX pitching: 6.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match TEX pitching: 5.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=36 matches TEX BF=36.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match ARI pitching: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match ARI pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match ARI pitching: 13.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match ARI pitching: 6.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=45 matches ARI BF=45.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.610 -> 0.585 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.61, 'sample_size': 477, 'empirical_hit_rate': 0.5597, 'empirical_weight': 0.5, 'blended_confidence': 0.58485, 'published_confidence': 0.568012, '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-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX 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_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]: 0.568.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.568.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.432.
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: 0.480/0.657.
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 13, ARI 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 6 - ARI 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TEX; 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': 'TEX', 'opponent_team': 'ARI', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-13', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'TEX'}, {'date': '2026-05-12', 'predicted_team_runs': 7, 'opponent_runs': 4, 'margin_for_predicted_team': 3, 'winner': 'TEX'}, {'date': '2026-05-11', 'predicted_team_runs': 0, 'opponent_runs': 1, 'margin_for_predicted_team': -1, 'winner': 'ARI'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'TEX', 'guardrail_opponent_team': 'ARI', 'output_pre_simulation_winner': 'TEX', 'output_opponent_team': 'ARI', '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': 6, 'home_runs': 4, 'score_text': 'TEX 6 - 4 ARI', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'TEX 6 - 4 ARI', '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': 0.0239, 'recent_form_edge_home_minus_away': -0.4927, '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': 'TEX', 'model_winner': 'TEX', 'simulation_winner': 'TEX', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'TEX', 'published_winner_draw_share': 0.8333, 'draw_majority_team': 'TEX', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 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': -0.0851, 'winner': 'TEX', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_TEX@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@ARI.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -3.0, 'absolute_net_margin': 3.0, 'home_average_margin': -1.0, 'home_run_delta': -0.0205, 'away_run_delta': 0.0205, 'evidence': [{'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -3.0}, {'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': 5, 'probability': 0.022394687563126806}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.02130359771411478}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.021034624726425317}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.020965682961375853}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.020616948209482247}], 'home_distribution': {'0': 0.05188158437789881, '1': 0.08543111448059108, '2': 0.1216432587821358, '3': 0.14977149095251563, '4': 0.1594554592424746, '5': 0.14679753560546208, '6': 0.11686037338269857, '7': 0.08044237919621335, '8': 0.04788193326137093, '9': 0.02464492946973038, '10': 0.010968635757799588, '11': 0.004221305491109139}, 'away_distribution': {'0': 0.03433719774931717, '1': 0.057381130530393246, '2': 0.08539752862395865, '3': 0.11318619375603522, '4': 0.1336021846810503, '5': 0.1404447842019163, '6': 0.1314830051036043, '7': 0.1096239834113835, '8': 0.0813979537885914, '9': 0.05382615370694738, '10': 0.031698970522434776, '11': 0.016625278143638424, '12': 0.007765414329690527, '13': 0.003230221451038963}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 0.3333, 'recent_quality_edge': -0.376, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0851}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'TEX 6 - 4 ARI', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'TEX 6 - 4 ARI', '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': 0.0239, 'recent_form_edge_home_minus_away': -0.4927, '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': 'TEX', 'model_winner': 'TEX', 'simulation_winner': 'TEX', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'TEX', 'published_winner_draw_share': 0.8333, 'draw_majority_team': 'TEX', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 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': -0.0851, 'winner': 'TEX', '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: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 189.
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: 189.
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: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX 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_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_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_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 6 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 6 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TEX, simulation=TEX, published=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.568.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
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): TEX wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX 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: TEX 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: 3/10 = 0.300.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match TEX pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match TEX pitching: 6.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match TEX pitching: 5.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=36 matches TEX BF=36.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match ARI pitching: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match ARI pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match ARI pitching: 13.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match ARI pitching: 6.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=45 matches ARI BF=45.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.610 -> 0.585 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.61, 'sample_size': 477, 'empirical_hit_rate': 0.5597, 'empirical_weight': 0.5, 'blended_confidence': 0.58485, 'published_confidence': 0.568012, '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-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX 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_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]: 0.568.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.568.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.432.
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: 0.480/0.657.
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 13, ARI 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 6 - ARI 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TEX; 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': 'TEX', 'opponent_team': 'ARI', 'h2h_net_margin': 3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-13', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'TEX'}, {'date': '2026-05-12', 'predicted_team_runs': 7, 'opponent_runs': 4, 'margin_for_predicted_team': 3, 'winner': 'TEX'}, {'date': '2026-05-11', 'predicted_team_runs': 0, 'opponent_runs': 1, 'margin_for_predicted_team': -1, 'winner': 'ARI'}], 'prediction_memory': {'available': False, 'reason': 'no_verified_prior_matchup_predictions', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 0, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'guardrail_predicted_team': 'TEX', 'guardrail_opponent_team': 'ARI', 'output_pre_simulation_winner': 'TEX', 'output_opponent_team': 'ARI', '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': 6, 'home_runs': 4, 'score_text': 'TEX 6 - 4 ARI', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'TEX 6 - 4 ARI', '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': 0.0239, 'recent_form_edge_home_minus_away': -0.4927, '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': 'TEX', 'model_winner': 'TEX', 'simulation_winner': 'TEX', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'TEX', 'published_winner_draw_share': 0.8333, 'draw_majority_team': 'TEX', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 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': -0.0851, 'winner': 'TEX', '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: 2026-09-11.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260911_TEX@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@ARI.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 3, 'sample_weight': 0.0409, 'home_net_margin': -3.0, 'absolute_net_margin': 3.0, 'home_average_margin': -1.0, 'home_run_delta': -0.0205, 'away_run_delta': 0.0205, 'evidence': [{'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -3.0}, {'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': 5, 'probability': 0.022394687563126806}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.02130359771411478}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.021034624726425317}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.020965682961375853}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.020616948209482247}], 'home_distribution': {'0': 0.05188158437789881, '1': 0.08543111448059108, '2': 0.1216432587821358, '3': 0.14977149095251563, '4': 0.1594554592424746, '5': 0.14679753560546208, '6': 0.11686037338269857, '7': 0.08044237919621335, '8': 0.04788193326137093, '9': 0.02464492946973038, '10': 0.010968635757799588, '11': 0.004221305491109139}, 'away_distribution': {'0': 0.03433719774931717, '1': 0.057381130530393246, '2': 0.08539752862395865, '3': 0.11318619375603522, '4': 0.1336021846810503, '5': 0.1404447842019163, '6': 0.1314830051036043, '7': 0.1096239834113835, '8': 0.0813979537885914, '9': 0.05382615370694738, '10': 0.031698970522434776, '11': 0.016625278143638424, '12': 0.007765414329690527, '13': 0.003230221451038963}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 1.75, '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': 0.3333, 'recent_quality_edge': -0.376, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0851}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'TEX 6 - 4 ARI', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'TEX 6 - 4 ARI', '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': 0.0239, 'recent_form_edge_home_minus_away': -0.4927, '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': 'TEX', 'model_winner': 'TEX', 'simulation_winner': 'TEX', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'TEX', 'published_winner_draw_share': 0.8333, 'draw_majority_team': 'TEX', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 2, 'simulation_margin': 2, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 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': -0.0851, 'winner': 'TEX', '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: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 189.
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: 189.
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: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 11 pitchers in the box actually appeared.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX 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_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_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_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 6 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 6 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TEX, simulation=TEX, published=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.568.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
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): TEX wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX 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: TEX 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: 3/10 = 0.300.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 5/10 = 0.500.
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_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-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=8, sim=6; 3B: current=0, sim=1; R: current=5, sim=4; BB: current=3, sim=1; SO: current=6, sim=5; SF: current=0, sim=1; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Ketel Marte: 3B current=0 box=1; Gabriel Moreno: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ildemaro Vargas: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Lourdes Gurriel Jr.: AB current=4 box=3, SO current=1 box=0, HBP current=0 box=1; Geraldo Perdomo: AB current=4 box=3, H current=1 box=0, SO current=0 box=1; Ryan Waldschmidt: AB current=3 box=4, H current=0 box=2, 2B current=0 box=1, SO current=1 box=0; Corbin Carroll: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, BB current=1 box=0; Jordan Lawlar: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, HBP current=0 box=1New 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=31, sim=40; H: current=8, sim=13; 2B: current=1, sim=4; RBI: current=4, sim=6; R: current=5, 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-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Ezequiel Duran: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0; Corey Seager: RBI current=0 box=1; Brandon Nimmo: 2B current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Wyatt Langford: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Joc Pederson: H current=1 box=2, HR current=1 box=0, RBI current=1 box=0, BB current=1 box=2; Jake Burger: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Evan Carter: AB current=3 box=5, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=2; Nicky Lopez: AB current=3 box=5, H current=1 box=3, 2B current=0 box=2, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.7595947345100723.6856454462548274Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.568Enhanced 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
TEX015000000613
ARI00121000046
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTEXbatting31810145360000
currentTEXpitching614159.0400
currentARIbatting34820145360000
currentARIpitching1316569.0600
simulationTEXbatting4013401665600
simulationTEXpitching614159.0436150
simulationARIbatting326211441512
simulationARIpitching1316569.0645189
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTEX3BEzequiel Duran041000110100.250
currentTEXSSCorey Seager041000101100.250
currentTEXRFBrandon Nimmo041100010100.250
currentTEXLFWyatt Langford041000100000.250
currentTEXDHJoc Pederson031001111000.333
currentTEX1BJake Burger031000110100.333
currentTEXCFEvan Carter031000001100.333
currentTEX2BNicky Lopez031000000000.333
currentTEXCDanny Jansen030000000100.000
currentARI2BKetel Marte041000110000.250
currentARICGabriel Moreno041100111100.250
currentARI1BIldemaro Vargas041100110000.250
currentARIDHLourdes Gurriel Jr.041000000100.250
currentARISSGeraldo Perdomo041000001000.250
currentARILFRyan Waldschmidt030000000100.000
currentARIRFCorbin Carroll041000101100.250
currentARICFJordan Lawlar031000000100.333
currentARI3BNolan Arenado041001110100.250
simulationTEX1DHJoc Pederson532000102000.667
simulationTEX2SSCorey Seager541000111100.250
simulationTEX33BEzequiel Duran551000000100.200
simulationTEX4RFBrandon Nimmo541000001100.250
simulationTEX5LFWyatt Langford552001110100.400
simulationTEX6CFEvan Carter552200120100.400
simulationTEX71BJake Burger540000001000.000
simulationTEX82BNicky Lopez553200110000.600
simulationTEX9CDanny Jansen551000110100.200
simulationARI11BIldemaro Vargas440000000000.000
simulationARI22BKetel Marte441010110000.250
simulationARI3CGabriel Moreno440000000100.000
simulationARI4SSGeraldo Perdomo430000001100.000
simulationARI5RFCorbin Carroll430000110100.000
simulationARI63BNolan Arenado441100110100.250
simulationARI7DHLourdes Gurriel Jr.431000000010.333
simulationARI8CFJordan Lawlar431001110110.333
simulationARI9LFRyan Waldschmidt442100000000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTEX1MacKenzie GoreStarter5.0544121007.204.511.33
currentTEX2Chase SilsethMiddle Reliever (High Leverage)1.0000000000.002.821.42
currentTEX3Jacob LatzCloser1.0000000000.001.420.71
currentTEX4Jakob JunisSetup Man1.0000010000.002.741.14
currentTEX5Tyler AlexanderMiddle Reliever (High Leverage)1.0100020000.003.201.27
currentARI1Merrill KellyStarter5.11155140008.445.061.47
currentARI2Brandyn GarciaCloser1.0000100000.001.740.68
currentARI3Jonathan LoáisigaMiddle Reliever (High Leverage)1.0000020000.002.801.11
currentARI4Juan MorilloSetup Man1.0000200000.002.540.98
currentARI5Kevin GinkelMiddle Reliever (High Leverage)0.1100100000.003.041.12
currentARI6Taylor ClarkeMiddle Reliever0.11110010027.002.600.88
simulationTEX1MacKenzie GoreStarter5.054412123947.204.511.33
simulationTEX2Jacob LatzCloser1.00000003130.001.420.71
simulationTEX3Jakob JunisSetup Man1.00000103130.002.741.14
simulationTEX4Chase SilsethMiddle Reliever (High Leverage)1.00000003140.002.821.42
simulationTEX5Tyler AlexanderMiddle Reliever (High Leverage)1.01000204160.003.201.27
simulationARI1Merrill KellyStarter5.11155140281168.445.061.47
simulationARI2Brandyn GarciaCloser1.00001004210.001.740.68
simulationARI3Juan MorilloSetup Man1.00002005210.002.540.98
simulationARI4Jonathan LoáisigaMiddle Reliever (High Leverage)1.00000203130.002.801.11
simulationARI5Kevin GinkelMiddle Reliever (High Leverage)0.11001003110.003.041.12
simulationARI6Taylor ClarkeMiddle Reliever0.11110012727.002.600.88
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TEXMacKenzie GoreStarter5.045122394
TEXChase SilsethMiddle Reliever (High Leverage)1.00000314
TEXJacob LatzCloser1.00000313
TEXJakob JunisSetup Man1.00001313
TEXTyler AlexanderMiddle Reliever (High Leverage)1.00102416
ARIMerrill KellyStarter5.15111428116
ARIBrandyn GarciaCloser1.00010421
ARIJonathan LoáisigaMiddle Reliever (High Leverage)1.00002313
ARIJuan MorilloSetup Man1.00020521
ARIKevin GinkelMiddle Reliever (High Leverage)0.10110311
ARITaylor ClarkeMiddle Reliever0.1110027
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.