MLB JSON Audit Report

Generated 2026-09-20 19:37:13. 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
2Warn
1506Pass
116Info

20260920_ATL@HOU

20260920_ATL@HOU.json • 2026-09-20

ATL 5 - HOU 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 100INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 3B: current=0, sim=1; HR: current=1, sim=0; RBI: current=4, sim=5; BB: current=4, sim=1; SO: current=9, sim=13).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: Ronald Acuña Jr.: H current=1 box=2, 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Mauricio Dubón: 3B current=0 box=1, RBI current=0 box=2, R current=0 box=1, SO current=1 box=2; Drake Baldwin: BB current=1 box=0, SO current=1 box=0; Ozzie Albies: AB current=4 box=3, R current=1 box=0, BB current=0 box=1; Michael Harris II: R current=0 box=1; Matt Olson: 2B current=0 box=1, HR current=1 box=0, BB current=1 box=0; Ha-Seong Kim: SO current=1 box=2; Mike Yastrzemski: AB current=3 box=4, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model pitcher projections differ from final simulation pitching box score (H: current=8, sim=7).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (H: current=7, sim=6; 2B: current=1, sim=4; HR: current=1, sim=0; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=4, 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: Yordan Alvarez: 2B current=0 box=1, HR current=1 box=0, BB current=1 box=0, SO current=1 box=0; Jose Altuve: H current=1 box=2, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Yainer Diaz: 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; Jeremy Peña: H current=1 box=0, R current=1 box=0; Nick Allen: AB current=3 box=4, SO current=0 box=1; Isaac Paredes: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Christian Walker: 2B current=0 box=1, R current=0 box=1, BB current=1 box=0, SO current=1 box=2; Brice Matthews: AB current=3 box=2, H current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match HOU pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match HOU pitching: 7.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match HOU pitching: 13.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=35 matches HOU BF=35.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match ATL pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match ATL pitching: 0.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match ATL pitching: 6.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match ATL pitching: 7.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=35 matches ATL BF=35.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.693 -> 0.628 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.692902, 'sample_size': 642, 'empirical_hit_rate': 0.5623, 'empirical_weight': 0.5, 'blended_confidence': 0.627601, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentATLCURRENT_LINEUP_SHAPEATL current lineup has 9 expected positions.
PASScurrent_payloadcurrentATLCURRENT_MODEL_ZERO_FALLBACKATL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentATLCURRENT_NAMES_PRESENTATL current hitter names are populated.
PASScurrent_payloadcurrentATLCURRENT_PREDICTIONS_MATCH_FINALIZEDATL hitter predictions mirror finalized stats.
PASScurrent_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.
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 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: 0.727/0.900.
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: ATL 7, HOU 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 5 - HOU 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ATL; 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': 'ATL', 'opponent_team': 'HOU', 'h2h_net_margin': 7, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 6, 'opponent_runs': 3, 'margin_for_predicted_team': 3, 'winner': 'ATL'}, {'date': '2026-09-18', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'ATL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'ATL', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 3, 'raw_pick_probability': 0.5620149999999999, 'artifact': '20260919_ATL@HOU.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'ATL', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 4, 'raw_pick_probability': 0.561644, 'artifact': '20260918_ATL@HOU.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'ATL', 'guardrail_opponent_team': 'HOU', 'output_pre_simulation_winner': 'ATL', 'output_opponent_team': 'HOU', 'simulation_score_winner': 'ATL', 'final_score_winner': 'ATL', 'pre_simulation_winner': 'ATL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'ATL 5 - 3 HOU', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'ATL 5 - 3 HOU', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0322, 'recent_form_edge_home_minus_away': -1.026, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 3, 'winner': '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': 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': 5, 'home_runs': 3}, 'simulation_score': {'away_runs': 5, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0585, 'winner': 'ATL', 'score_reviewed': {'away_runs': 5, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_ATL@HOU.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@HOU.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': -7.0, 'absolute_net_margin': 7.0, 'home_average_margin': -3.5, 'home_run_delta': -0.0525, 'away_run_delta': 0.0525, 'evidence': [{'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': 5, 'probability': 0.023721142069577414}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.023409852765292297}, {'home_runs': 2, 'away_runs': 5, 'probability': 0.021958400734406944}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.021744230897263732}, {'home_runs': 2, 'away_runs': 4, 'probability': 0.021670243643665776}], 'home_distribution': {'0': 0.08510912512863508, '1': 0.12769205528734606, '2': 0.1625643069210689, '3': 0.17561438406006993, '4': 0.16097874649890073, '5': 0.1252133302123433, '6': 0.08264301633280001, '7': 0.04628447285607247, '8': 0.021995713401653814, '9': 0.00886981070182725, '10': 0.0030350385992823116}, 'away_distribution': {'0': 0.04404125802491941, '1': 0.06804702162202383, '2': 0.09461399990284135, '3': 0.11838551339608924, '4': 0.13330259301131517, '5': 0.13507516594690477, '6': 0.12317123582702413, '7': 0.10107411906410227, '8': 0.0746392913700516, '9': 0.049601170711704834, '10': 0.029662873750541146, '11': 0.015963620558740423, '12': 0.0077311917764480535, '13': 0.0033694450099544734, '14': 0.0013215000273393417}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -1.2645, 'recent_quality_edge': -0.676, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.0585}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'ATL 5 - 3 HOU', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'ATL 5 - 3 HOU', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0322, 'recent_form_edge_home_minus_away': -1.026, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 3, 'winner': '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': 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': 5, 'home_runs': 3}, 'simulation_score': {'away_runs': 5, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0585, 'winner': 'ATL', 'score_reviewed': {'away_runs': 5, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 143.
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: 157.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU 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_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 5 - 3 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 5 - 3 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ATL, simulation=ATL, published=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): ATL wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-3, final 5-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 5-3.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match HOU pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match HOU pitching: 7.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match HOU pitching: 13.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=35 matches HOU BF=35.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match ATL pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match ATL pitching: 0.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match ATL pitching: 6.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match ATL pitching: 7.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=35 matches ATL BF=35.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.693 -> 0.628 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.692902, 'sample_size': 642, 'empirical_hit_rate': 0.5623, 'empirical_weight': 0.5, 'blended_confidence': 0.627601, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentATLCURRENT_LINEUP_SHAPEATL current lineup has 9 expected positions.
PASScurrent_payloadcurrentATLCURRENT_MODEL_ZERO_FALLBACKATL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentATLCURRENT_NAMES_PRESENTATL current hitter names are populated.
PASScurrent_payloadcurrentATLCURRENT_PREDICTIONS_MATCH_FINALIZEDATL hitter predictions mirror finalized stats.
PASScurrent_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.
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 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: 0.727/0.900.
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: ATL 7, HOU 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 5 - HOU 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ATL; 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': 'ATL', 'opponent_team': 'HOU', 'h2h_net_margin': 7, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 6, 'opponent_runs': 3, 'margin_for_predicted_team': 3, 'winner': 'ATL'}, {'date': '2026-09-18', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'ATL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'ATL', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 3, 'raw_pick_probability': 0.5620149999999999, 'artifact': '20260919_ATL@HOU.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'ATL', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 4, 'raw_pick_probability': 0.561644, 'artifact': '20260918_ATL@HOU.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'ATL', 'guardrail_opponent_team': 'HOU', 'output_pre_simulation_winner': 'ATL', 'output_opponent_team': 'HOU', 'simulation_score_winner': 'ATL', 'final_score_winner': 'ATL', 'pre_simulation_winner': 'ATL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'ATL 5 - 3 HOU', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'ATL 5 - 3 HOU', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0322, 'recent_form_edge_home_minus_away': -1.026, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 3, 'winner': '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': 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': 5, 'home_runs': 3}, 'simulation_score': {'away_runs': 5, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0585, 'winner': 'ATL', 'score_reviewed': {'away_runs': 5, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_ATL@HOU.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@HOU.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': -7.0, 'absolute_net_margin': 7.0, 'home_average_margin': -3.5, 'home_run_delta': -0.0525, 'away_run_delta': 0.0525, 'evidence': [{'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': 5, 'probability': 0.023721142069577414}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.023409852765292297}, {'home_runs': 2, 'away_runs': 5, 'probability': 0.021958400734406944}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.021744230897263732}, {'home_runs': 2, 'away_runs': 4, 'probability': 0.021670243643665776}], 'home_distribution': {'0': 0.08510912512863508, '1': 0.12769205528734606, '2': 0.1625643069210689, '3': 0.17561438406006993, '4': 0.16097874649890073, '5': 0.1252133302123433, '6': 0.08264301633280001, '7': 0.04628447285607247, '8': 0.021995713401653814, '9': 0.00886981070182725, '10': 0.0030350385992823116}, 'away_distribution': {'0': 0.04404125802491941, '1': 0.06804702162202383, '2': 0.09461399990284135, '3': 0.11838551339608924, '4': 0.13330259301131517, '5': 0.13507516594690477, '6': 0.12317123582702413, '7': 0.10107411906410227, '8': 0.0746392913700516, '9': 0.049601170711704834, '10': 0.029662873750541146, '11': 0.015963620558740423, '12': 0.0077311917764480535, '13': 0.0033694450099544734, '14': 0.0013215000273393417}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -1.2645, 'recent_quality_edge': -0.676, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.0585}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'ATL 5 - 3 HOU', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 3, 'score_text': 'ATL 5 - 3 HOU', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0322, 'recent_form_edge_home_minus_away': -1.026, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 5, 'home_runs': 3, 'winner': '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': 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': 5, 'home_runs': 3}, 'simulation_score': {'away_runs': 5, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 1.0585, 'winner': 'ATL', 'score_reviewed': {'away_runs': 5, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 143.
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: 157.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU 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_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 5 - 3 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 5 - 3 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ATL, simulation=ATL, published=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): ATL wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-3, final 5-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 5-3.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 3/10 = 0.300.
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_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_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 3B: current=0, sim=1; HR: current=1, sim=0; RBI: current=4, sim=5; BB: current=4, sim=1; SO: current=9, sim=13).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: Ronald Acuña Jr.: H current=1 box=2, 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Mauricio Dubón: 3B current=0 box=1, RBI current=0 box=2, R current=0 box=1, SO current=1 box=2; Drake Baldwin: BB current=1 box=0, SO current=1 box=0; Ozzie Albies: AB current=4 box=3, R current=1 box=0, BB current=0 box=1; Michael Harris II: R current=0 box=1; Matt Olson: 2B current=0 box=1, HR current=1 box=0, BB current=1 box=0; Ha-Seong Kim: SO current=1 box=2; Mike Yastrzemski: AB current=3 box=4, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model pitcher projections differ from final simulation pitching box score (H: current=8, sim=7).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (H: current=7, sim=6; 2B: current=1, sim=4; HR: current=1, sim=0; RBI: current=4, sim=3; R: current=4, sim=3; BB: current=4, 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: Yordan Alvarez: 2B current=0 box=1, HR current=1 box=0, BB current=1 box=0, SO current=1 box=0; Jose Altuve: H current=1 box=2, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Yainer Diaz: 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; Jeremy Peña: H current=1 box=0, R current=1 box=0; Nick Allen: AB current=3 box=4, SO current=0 box=1; Isaac Paredes: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Christian Walker: 2B current=0 box=1, R current=0 box=1, BB current=1 box=0, SO current=1 box=2; Brice Matthews: AB current=3 box=2, H current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1396809420152164.62677321848146Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction530.580Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment53Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review53Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target53Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ATL41000000057
HOU00000200136
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentATLbatting33710145490000
currentATLpitching603279.0300
currentHOUbatting33710144470000
currentHOUpitching8051139.0500
simulationATLbatting3471105511300
simulationATLpitching603279.0335143
simulationHOUbatting336400332700
simulationHOUpitching7051139.0535157
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentATLDHRonald Acuña Jr.041100111100.250
currentATL3BMauricio Dubón041000000100.250
currentATLCDrake Baldwin041000111100.250
currentATL2BOzzie Albies041000100100.250
currentATLCFMichael Harris II041000010100.250
currentATL1BMatt Olson041001111100.250
currentATLSSHa-Seong Kim030000000100.000
currentATLLFMike Yastrzemski030000000100.000
currentATLRFBrewer Hicklen031000101100.333
currentHOULFYordan Alvarez041001111100.250
currentHOUDHJose Altuve041100101100.250
currentHOUCYainer Diaz041000010100.250
currentHOUSSJeremy Peña041000100100.250
currentHOU2BNick Allen030000000000.000
currentHOU3BIsaac Paredes041000111000.250
currentHOU1BChristian Walker041000011100.250
currentHOUCFBrice Matthews030000000100.000
currentHOURFCam Smith031000000100.333
simulationATL1CDrake Baldwin441000110000.250
simulationATL2DHRonald Acuña Jr.442000100200.500
simulationATL31BMatt Olson441100110100.250
simulationATL4CFMichael Harris II441000110100.250
simulationATL53BMauricio Dubón441010120200.250
simulationATL62BOzzie Albies431000001100.333
simulationATL7LFMike Yastrzemski440000000200.000
simulationATL8RFBrewer Hicklen440000000200.000
simulationATL9SSHa-Seong Kim330000000200.000
simulationHOU1SSJeremy Peña440000000100.000
simulationHOU2LFYordan Alvarez441100110000.250
simulationHOU33BIsaac Paredes430000001200.000
simulationHOU4DHJose Altuve442100110000.500
simulationHOU5CYainer Diaz441100000000.250
simulationHOU61BChristian Walker441100110200.250
simulationHOU7RFCam Smith440000000100.000
simulationHOU82BNick Allen440000000100.000
simulationHOU9CFBrice Matthews321000001000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentATL1Martín PérezStarter5.2422250003.183.071.26
currentATL2Didier FuentesMiddle Reliever (High Leverage)1.1211010006.752.291.06
currentATL3Dylan LeeSetup Man1.0000010000.002.910.92
currentATL4Raisel IglesiasCloser1.0000000000.002.641.10
currentHOU1Hunter BrownStarter5.2644150006.353.431.29
currentHOU2AJ BlubaughMiddle Reliever (High Leverage)1.0000020000.003.701.25
currentHOU3Josh HaderCloser1.0111020009.000.620.58
currentHOU4Bennett SousaMiddle Reliever (High Leverage)0.2100020000.004.941.57
currentHOU5Bryan AbreuSetup Man0.2000020000.003.881.33
simulationATL1Martín PérezStarter5.242225023943.183.071.26
simulationATL2Raisel IglesiasCloser1.00000003130.002.641.10
simulationATL3Dylan LeeSetup Man1.00000103130.002.910.92
simulationATL4Didier FuentesMiddle Reliever (High Leverage)1.12110106236.752.291.06
simulationHOU1Hunter BrownStarter5.2644150241056.353.431.29
simulationHOU2Josh HaderCloser1.00110203139.000.620.58
simulationHOU3Bryan AbreuSetup Man0.2000020280.003.881.33
simulationHOU4AJ BlubaughMiddle Reliever (High Leverage)1.00000203200.003.701.25
simulationHOU5Bennett SousaMiddle Reliever (High Leverage)0.21000203110.004.941.57
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ATLMartín PérezStarter5.224252394
ATLDidier FuentesMiddle Reliever (High Leverage)1.11201623
ATLDylan LeeSetup Man1.00001313
ATLRaisel IglesiasCloser1.00000313
HOUHunter BrownStarter5.2461524105
HOUAJ BlubaughMiddle Reliever (High Leverage)1.00002320
HOUJosh HaderCloser1.01002313
HOUBennett SousaMiddle Reliever (High Leverage)0.20102311
HOUBryan AbreuSetup Man0.2000228
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_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.

20260920_BOS@TB

20260920_BOS@TB.json • 2026-09-20

BOS 4 - TB 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=35; H: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Adley Rutschman: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Nick Sogard: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Mickey Gasper: AB current=3 box=5, HR current=1 box=0, SO current=1 box=0; Jarren Duran: 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Roman Anthony: H current=1 box=0, 2B current=1 box=0, SO current=1 box=0; Nate Eaton: AB current=3 box=4, SO current=1 box=2; Trevor Story: RBI current=1 box=0, R current=0 box=1, SO current=1 box=2; Caleb Durbin: AB current=3 box=4, 2B current=0 box=1, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=9, sim=6; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=6, 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Ryan Vilade: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Jonny DeLuca: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Chandler Simpson: AB current=4 box=3, SO current=0 box=1, HBP current=0 box=1; Yandy Díaz: AB current=4 box=5, H current=1 box=2, 2B current=1 box=2, RBI current=1 box=2; Junior Caminero: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ben Williamson: R current=0 box=1; Victor Mesa Jr.: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2; Taylor Walls: H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match TB pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match TB pitching: 5.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match TB pitching: 8.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=38 matches TB BF=38.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match BOS pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match BOS pitching: 6.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match BOS pitching: 12.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=40 matches BOS BF=40.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.564 -> 0.566 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5636, 'sample_size': 414, 'empirical_hit_rate': 0.5676, 'empirical_weight': 0.5, 'blended_confidence': 0.5656, 'published_confidence': 0.551722, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB 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_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]: 0.448.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.552.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.552.
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: 0.501/0.690.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 5, TB 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 4 - TB 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TB; cap=0.56, reasons=predicted side recently lost this matchup by 5+ runs; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; local prediction memory shows 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'TB', 'opponent_team': 'BOS', 'h2h_net_margin': -6, 'opponent_breakout': False, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 2, 'opponent_runs': 1, 'margin_for_predicted_team': 1, 'winner': 'TB'}, {'date': '2026-09-18', 'predicted_team_runs': 2, 'opponent_runs': 4, 'margin_for_predicted_team': -2, 'winner': 'BOS'}, {'date': '2026-07-19', 'predicted_team_runs': 1, 'opponent_runs': 6, 'margin_for_predicted_team': -5, 'winner': 'BOS'}], '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': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'BOS', 'home': 'TB', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'TB', 'actual_margin': 1, 'raw_pick_probability': 0.529198, 'artifact': '20260919_BOS@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'BOS', 'home': 'TB', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'BOS', 'actual_margin': 2, 'raw_pick_probability': 0.572303, 'artifact': '20260918_BOS@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260718', 'away': 'TB', 'home': 'BOS', 'game_number': 1, 'predicted_team': 'BOS', 'actual_winner': 'BOS', 'actual_margin': 1, 'raw_pick_probability': 0.63, 'artifact': '20260718_TB@BOS.json', 'verification': 'pregame_official_final'}, {'date': '20260717', 'away': 'TB', 'home': 'BOS', 'game_number': 2, 'predicted_team': 'BOS', 'actual_winner': 'BOS', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260717_TB@BOS_2.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TB', 'guardrail_opponent_team': 'BOS', 'output_pre_simulation_winner': 'TB', 'output_opponent_team': 'BOS', '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': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BOS 4 - 5 TB', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BOS 4 - 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': -0.0081, 'recent_form_edge_home_minus_away': 0.634, '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': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'TB', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'TB', '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': 0.3433, 'winner': 'TB', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_BOS@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@TB.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -1.8, 'home_run_delta': -0.0519, 'away_run_delta': 0.0519, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -5.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 4, 'probability': 0.01857368209161923}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.018181435452608256}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.017830125752627962}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.017518892169713626}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.017453581841457698}], 'home_distribution': {'0': 0.039720354109287107, '1': 0.06155971398502793, '2': 0.08638634613243568, '3': 0.10976367692404249, '4': 0.12628076918365605, '5': 0.13154696122974197, '6': 0.12407647647190023, '7': 0.10596516372859378, '8': 0.0819411028981529, '9': 0.05737273145674614, '10': 0.036372594278116455, '11': 0.0208789214201943, '12': 0.010851927191338642, '13': 0.005107057090873531, '14': 0.0021762038998926654}, 'away_distribution': {'0': 0.049604031652005186, '1': 0.0763482284376001, '2': 0.1049404677526079, '3': 0.12880984870135967, '4': 0.1411943074776237, '5': 0.13821250816166739, '6': 0.12082020044934226, '7': 0.09431782965508084, '8': 0.06575216972519136, '9': 0.040934399274975525, '10': 0.022757722491900986, '11': 0.011298771254097095, '12': 0.005009514966548113}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 0.0737, 'recent_quality_edge': 0.844, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.3433}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BOS 4 - 5 TB', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BOS 4 - 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': -0.0081, 'recent_form_edge_home_minus_away': 0.634, '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': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'TB', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'TB', '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': 0.3433, 'winner': 'TB', '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: 174.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
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: 174.
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: 161.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 12 pitchers in the box actually appeared.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS 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_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 4 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 4 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 5-4 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TB, simulation=TB, published=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.552.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): TB wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB 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: TB wins 5-4 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match TB pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match TB pitching: 5.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match TB pitching: 8.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=38 matches TB BF=38.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match BOS pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match BOS pitching: 6.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match BOS pitching: 12.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=40 matches BOS BF=40.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.564 -> 0.566 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5636, 'sample_size': 414, 'empirical_hit_rate': 0.5676, 'empirical_weight': 0.5, 'blended_confidence': 0.5656, 'published_confidence': 0.551722, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB 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_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]: 0.448.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.552.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.552.
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: 0.501/0.690.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 5, TB 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 4 - TB 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TB; cap=0.56, reasons=predicted side recently lost this matchup by 5+ runs; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; local prediction memory shows 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'TB', 'opponent_team': 'BOS', 'h2h_net_margin': -6, 'opponent_breakout': False, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 2, 'opponent_runs': 1, 'margin_for_predicted_team': 1, 'winner': 'TB'}, {'date': '2026-09-18', 'predicted_team_runs': 2, 'opponent_runs': 4, 'margin_for_predicted_team': -2, 'winner': 'BOS'}, {'date': '2026-07-19', 'predicted_team_runs': 1, 'opponent_runs': 6, 'margin_for_predicted_team': -5, 'winner': 'BOS'}], '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': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'BOS', 'home': 'TB', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'TB', 'actual_margin': 1, 'raw_pick_probability': 0.529198, 'artifact': '20260919_BOS@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'BOS', 'home': 'TB', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'BOS', 'actual_margin': 2, 'raw_pick_probability': 0.572303, 'artifact': '20260918_BOS@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260718', 'away': 'TB', 'home': 'BOS', 'game_number': 1, 'predicted_team': 'BOS', 'actual_winner': 'BOS', 'actual_margin': 1, 'raw_pick_probability': 0.63, 'artifact': '20260718_TB@BOS.json', 'verification': 'pregame_official_final'}, {'date': '20260717', 'away': 'TB', 'home': 'BOS', 'game_number': 2, 'predicted_team': 'BOS', 'actual_winner': 'BOS', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260717_TB@BOS_2.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TB', 'guardrail_opponent_team': 'BOS', 'output_pre_simulation_winner': 'TB', 'output_opponent_team': 'BOS', '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': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BOS 4 - 5 TB', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BOS 4 - 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': -0.0081, 'recent_form_edge_home_minus_away': 0.634, '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': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'TB', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'TB', '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': 0.3433, 'winner': 'TB', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_BOS@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@TB.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -1.8, 'home_run_delta': -0.0519, 'away_run_delta': 0.0519, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -2.0}, {'game_id': None, 'home_margin': -5.0}, {'game_id': None, 'home_margin': -1.0}, {'game_id': None, 'home_margin': -2.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 5, 'away_runs': 4, 'probability': 0.01857368209161923}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.018181435452608256}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.017830125752627962}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.017518892169713626}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.017453581841457698}], 'home_distribution': {'0': 0.039720354109287107, '1': 0.06155971398502793, '2': 0.08638634613243568, '3': 0.10976367692404249, '4': 0.12628076918365605, '5': 0.13154696122974197, '6': 0.12407647647190023, '7': 0.10596516372859378, '8': 0.0819411028981529, '9': 0.05737273145674614, '10': 0.036372594278116455, '11': 0.0208789214201943, '12': 0.010851927191338642, '13': 0.005107057090873531, '14': 0.0021762038998926654}, 'away_distribution': {'0': 0.049604031652005186, '1': 0.0763482284376001, '2': 0.1049404677526079, '3': 0.12880984870135967, '4': 0.1411943074776237, '5': 0.13821250816166739, '6': 0.12082020044934226, '7': 0.09431782965508084, '8': 0.06575216972519136, '9': 0.040934399274975525, '10': 0.022757722491900986, '11': 0.011298771254097095, '12': 0.005009514966548113}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 0.0737, 'recent_quality_edge': 0.844, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.3433}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BOS 4 - 5 TB', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'BOS 4 - 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': -0.0081, 'recent_form_edge_home_minus_away': 0.634, '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': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'TB', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'TB', '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': 0.3433, 'winner': 'TB', '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: 174.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
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: 174.
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: 161.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 12 pitchers in the box actually appeared.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS 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_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 4 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 4 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 5-4 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TB, simulation=TB, published=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.552.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): TB wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB 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: TB wins 5-4 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=35; H: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Adley Rutschman: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Nick Sogard: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Mickey Gasper: AB current=3 box=5, HR current=1 box=0, SO current=1 box=0; Jarren Duran: 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Roman Anthony: H current=1 box=0, 2B current=1 box=0, SO current=1 box=0; Nate Eaton: AB current=3 box=4, SO current=1 box=2; Trevor Story: RBI current=1 box=0, R current=0 box=1, SO current=1 box=2; Caleb Durbin: AB current=3 box=4, 2B current=0 box=1, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; H: current=9, sim=6; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=6, 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Ryan Vilade: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Jonny DeLuca: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Chandler Simpson: AB current=4 box=3, SO current=0 box=1, HBP current=0 box=1; Yandy Díaz: AB current=4 box=5, H current=1 box=2, 2B current=1 box=2, RBI current=1 box=2; Junior Caminero: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ben Williamson: R current=0 box=1; Victor Mesa Jr.: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2; Taylor Walls: H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.92574734156276154.979220110511978Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.552Enhanced 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
team12345678910RH
BOS010020001045
TB020200000156
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBOSbatting31820144380000
currentBOSpitching6153128.0500
currentTBbatting33920144360000
currentTBpitching514389.0400
simulationBOSbatting355201443800
simulationBOSpitching61531210.0540174
simulationTBbatting3662015531201
simulationTBpitching5143810.0438161
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBOSCAdley Rutschman041100111100.250
currentBOS1BNick Sogard041000101100.250
currentBOSDHMickey Gasper031001110100.333
currentBOSCFJarren Duran031000010100.333
currentBOSLFRoman Anthony041100001100.250
currentBOSRFNate Eaton030000000100.000
currentBOSSSTrevor Story041000010100.250
currentBOS3BCaleb Durbin031000100000.333
currentBOS2BIsiah Kiner-Falefa031000000100.333
currentTB1BRyan Vilade041000010100.250
currentTBCFJonny DeLuca041100010100.250
currentTBLFChandler Simpson041000100000.250
currentTBDHYandy Díaz041100111000.250
currentTB3BJunior Caminero041001111100.250
currentTB2BBen Williamson041000000100.250
currentTBRFVictor Mesa Jr.031000100100.333
currentTBSSTaylor Walls031000001100.333
currentTBCNick Fortes031000000000.333
simulationBOS1LFRoman Anthony540000001000.000
simulationBOS2DHMickey Gasper551000110000.200
simulationBOS3CAdley Rutschman430000001000.000
simulationBOS4SSTrevor Story441000100200.250
simulationBOS51BNick Sogard440000000100.000
simulationBOS63BCaleb Durbin441100000000.250
simulationBOS7CFJarren Duran431100111100.333
simulationBOS82BIsiah Kiner-Falefa441001120200.250
simulationBOS9RFNate Eaton440000000200.000
simulationTB1DHYandy Díaz552200120000.400
simulationTB21BRyan Vilade550000000200.000
simulationTB33BJunior Caminero540000001300.000
simulationTB4CFJonny DeLuca550000000100.000
simulationTB5LFChandler Simpson431000100110.333
simulationTB62BBen Williamson441000100100.250
simulationTB7CNick Fortes431000111100.333
simulationTB8RFVictor Mesa Jr.441001120100.250
simulationTB9SSTaylor Walls430000001200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBOS1Patrick SandovalStarter4.2544181007.714.991.79
currentBOS2Aroldis ChapmanCloser1.1000110000.001.421.07
currentBOS3Erik MillerSetup Man1.0000000000.002.741.32
currentBOS4Garrett WhitlockMiddle Reliever (High Leverage)1.0000110000.001.750.88
currentBOS6Greg WeissertMiddle Reliever (High Leverage)0.0000010003.191.18
currentBOS7Raymond BurgosReliever0.011101000
currentTB1Griffin JaxStarter5.0233361005.403.541.16
currentTB2Bryan BakerCloser1.1000000000.001.340.86
currentTB3Cam BooserMiddle Reliever (High Leverage)1.0100010000.002.110.78
currentTB4Cole SulserMiddle Reliever (High Leverage)1.0211010009.003.961.18
currentTB5Kevin KellySetup Man0.2000000000.002.500.90
currentTB6Casey LeguminaMiddle Reliever0.0000000003.631.27
simulationBOS1Patrick SandovalStarter4.254418121907.714.991.79
simulationBOS2Aroldis ChapmanCloser1.10001105210.001.421.07
simulationBOS3Erik MillerSetup Man1.00000003130.002.741.32
simulationBOS4Garrett WhitlockMiddle Reliever (High Leverage)1.00001104170.001.750.88
simulationBOS5Greg WeissertMiddle Reliever (High Leverage)1.20000105260.003.191.18
simulationBOS6Raymond BurgosReliever0.11110102727.005.191.04
simulationTB1Griffin JaxStarter5.023336120885.403.541.16
simulationTB2Bryan BakerCloser1.10000004170.001.340.86
simulationTB3Kevin KellySetup Man1.00000003130.002.500.90
simulationTB4Cam BooserMiddle Reliever (High Leverage)1.01000104160.002.110.78
simulationTB5Cole SulserMiddle Reliever (High Leverage)1.02110105199.003.961.18
simulationTB6Casey LeguminaMiddle Reliever0.2000000280.003.631.27
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BOSPatrick SandovalStarter4.245182190
BOSAroldis ChapmanCloser1.10011521
BOSErik MillerSetup Man1.00000313
BOSGarrett WhitlockMiddle Reliever (High Leverage)1.00011417
BOSGreg WeissertMiddle Reliever (High Leverage)1.20001526
BOSRaymond BurgosReliever0.1110127
TBGriffin JaxStarter5.032362088
TBBryan BakerCloser1.10000417
TBCam BooserMiddle Reliever (High Leverage)1.00101416
TBCole SulserMiddle Reliever (High Leverage)1.01201519
TBKevin KellySetup Man1.00000313
TBCasey LeguminaMiddle Reliever0.2000028
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260920_CHC@CIN

20260920_CHC@CIN.json • 2026-09-20

CHC 8 - CIN 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 100INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=8, sim=10; HR: current=1, sim=3; RBI: current=4, sim=8; R: current=5, sim=8; BB: current=4, sim=3; SO: current=7, sim=12; 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-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Seiya Suzuki: AB current=4 box=3, H current=1 box=2, 2B current=1 box=0, BB current=1 box=0; Michael Busch: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Nico Hoerner: AB current=4 box=5, H current=1 box=0, SO current=0 box=1; Alex Bregman: AB current=4 box=5, HR current=0 box=1; Pete Crow-Armstrong: AB current=4 box=5, HR current=1 box=0, BB current=1 box=0; Ian Happ: H current=1 box=2, RBI current=0 box=1, SO current=1 box=2; Pedro Ramirez: AB current=3 box=4, 2B current=0 box=1, R current=0 box=1, SO current=1 box=3; Michael Conforto: AB current=3 box=4, HR 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-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=32, sim=33; H: current=8, sim=6; 2B: current=1, sim=0; HR: current=1, sim=2; R: current=3, sim=4; BB: current=4, sim=2; SO: current=8, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Tyler Stephenson: 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=0; JJ Bleday: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Matt McLain: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Oswaldo Cabrera: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Sal Stewart: RBI current=1 box=3, SO current=1 box=0; Dane Myers: R current=0 box=1, BB current=1 box=0, SO current=1 box=0; Elly De La Cruz: RBI current=1 box=0, BB current=1 box=0; Will Banfield: AB current=3 box=4New 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.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match CIN pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match CIN pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match CIN pitching: 10.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match CIN pitching: 12.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=42 matches CIN BF=42.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 8.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match CHC pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match CHC pitching: 6.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match CHC pitching: 6.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=35 matches CHC BF=35.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.920 -> 0.734 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.92, 'sample_size': 226, 'empirical_hit_rate': 0.5487, 'empirical_weight': 0.5, 'blended_confidence': 0.73435, 'published_confidence': 0.56, '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_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 12 is reasonably close to low-score expected_total_runs 12.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.518/0.710.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHC 10, CIN 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 8 - CIN 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CHC; 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 8 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 8 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'CHC', 'opponent_team': 'CIN', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'CHC'}, {'date': '2026-09-18', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'CIN'}, {'date': '2026-08-30', 'predicted_team_runs': 5, 'opponent_runs': 7, 'margin_for_predicted_team': -2, 'winner': 'CIN'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 8, 'consecutive_same_pick_count': 8, 'same_pick_actual_loss_count': 4, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'CHC', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CHC', 'actual_margin': 3, 'raw_pick_probability': 0.56, 'artifact': '20260919_CHC@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'CHC', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.53, 'artifact': '20260918_CHC@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260830', 'away': 'CIN', 'home': 'CHC', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260830_CIN@CHC.json', 'verification': 'pregame_official_final'}, {'date': '20260829', 'away': 'CIN', 'home': 'CHC', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CHC', 'actual_margin': 12, 'raw_pick_probability': 0.56, 'artifact': '20260829_CIN@CHC.json', 'verification': 'pregame_official_final'}, {'date': '20260828', 'away': 'CIN', 'home': 'CHC', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260828_CIN@CHC.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHC', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'CIN', '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': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 8, 'home_runs': 4, 'score_text': 'CHC 8 - 4 CIN', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 4, 'score_text': 'CHC 8 - 4 CIN', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0589, 'recent_form_edge_home_minus_away': -0.934, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 4, 'winner': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CHC', 'published_winner_draw_share': 0.6667, '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': True, 'margin_widening_capped': False, 'model_margin': 4, 'simulation_margin': 4, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 4}, 'simulation_score': {'away_runs': 8, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 4, 'winner_quality_edge': 1.6933, 'winner': 'CHC', 'score_reviewed': {'away_runs': 8, '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_CHC@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@CIN.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -1.8, 'home_run_delta': -0.0519, 'away_run_delta': 0.0519, 'evidence': [{'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -12.0}, {'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': 7, 'probability': 0.015148391277368532}, {'home_runs': 4, 'away_runs': 8, 'probability': 0.014886955902746454}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.014675868155640428}, {'home_runs': 5, 'away_runs': 8, 'probability': 0.014422587723486145}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.014410274355564833}], 'home_distribution': {'0': 0.05121481124702857, '1': 0.0787369081066643, '2': 0.10785114584873179, '3': 0.13162391288727598, '4': 0.1431226792953306, '5': 0.13865825967661133, '6': 0.11968691116391456, '7': 0.09204733090616478, '8': 0.0630724015230517, '9': 0.03850624428520273, '10': 0.020945299885655706, '11': 0.010150925272090631, '12': 0.004383169902277092}, 'away_distribution': {'0': 0.01813200294010374, '1': 0.02855415475807444, '2': 0.04203760450176004, '3': 0.0578564435158649, '4': 0.07444073117326248, '5': 0.08953949683153627, '6': 0.10068477215850284, '7': 0.10584200457923339, '8': 0.10401535225614061, '9': 0.09556127919557209, '10': 0.08207513162352606, '11': 0.06590014101377172, '12': 0.04946593502638542, '13': 0.03471132759268343, '14': 0.02277096043420427, '15': 0.01396486031077907, '16': 0.008006394139806512, '17': 0.004291236582663998, '18': 0.0021501713661286294}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -2.0645, 'recent_quality_edge': -1.004, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.6933}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 8, 'home_runs': 4, 'score_text': 'CHC 8 - 4 CIN', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 4, 'score_text': 'CHC 8 - 4 CIN', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0589, 'recent_form_edge_home_minus_away': -0.934, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 4, 'winner': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CHC', 'published_winner_draw_share': 0.6667, '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': True, 'margin_widening_capped': False, 'model_margin': 4, 'simulation_margin': 4, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 4}, 'simulation_score': {'away_runs': 8, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 4, 'winner_quality_edge': 1.6933, 'winner': 'CHC', 'score_reviewed': {'away_runs': 8, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 152.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
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: 152.
PASSpitch_countsimulationCINPITCH_COUNT_PITCHER_MATCHCIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCINPITCH_COUNT_TOTAL_MATCHCIN pitch_count_summary total, row sum, and pitching total all match: 182.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN 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_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN 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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHC 8 - 4 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 8 - 4 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 8-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CHC wins 8-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 8-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 8-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 8-4, final 8-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 12.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 8-4.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match CIN pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match CIN pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match CIN pitching: 10.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match CIN pitching: 12.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=42 matches CIN BF=42.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 8.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match CHC pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match CHC pitching: 6.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match CHC pitching: 6.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=35 matches CHC BF=35.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.920 -> 0.734 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.92, 'sample_size': 226, 'empirical_hit_rate': 0.5487, 'empirical_weight': 0.5, 'blended_confidence': 0.73435, 'published_confidence': 0.56, '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_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 12 is reasonably close to low-score expected_total_runs 12.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.518/0.710.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHC 10, CIN 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 8 - CIN 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CHC; 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 8 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 8 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'CHC', 'opponent_team': 'CIN', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'CHC'}, {'date': '2026-09-18', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'CIN'}, {'date': '2026-08-30', 'predicted_team_runs': 5, 'opponent_runs': 7, 'margin_for_predicted_team': -2, 'winner': 'CIN'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 8, 'consecutive_same_pick_count': 8, 'same_pick_actual_loss_count': 4, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'CHC', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CHC', 'actual_margin': 3, 'raw_pick_probability': 0.56, 'artifact': '20260919_CHC@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'CHC', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.53, 'artifact': '20260918_CHC@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260830', 'away': 'CIN', 'home': 'CHC', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260830_CIN@CHC.json', 'verification': 'pregame_official_final'}, {'date': '20260829', 'away': 'CIN', 'home': 'CHC', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CHC', 'actual_margin': 12, 'raw_pick_probability': 0.56, 'artifact': '20260829_CIN@CHC.json', 'verification': 'pregame_official_final'}, {'date': '20260828', 'away': 'CIN', 'home': 'CHC', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260828_CIN@CHC.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CHC', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'CIN', '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': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 8, 'home_runs': 4, 'score_text': 'CHC 8 - 4 CIN', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 4, 'score_text': 'CHC 8 - 4 CIN', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0589, 'recent_form_edge_home_minus_away': -0.934, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 4, 'winner': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CHC', 'published_winner_draw_share': 0.6667, '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': True, 'margin_widening_capped': False, 'model_margin': 4, 'simulation_margin': 4, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 4}, 'simulation_score': {'away_runs': 8, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 4, 'winner_quality_edge': 1.6933, 'winner': 'CHC', 'score_reviewed': {'away_runs': 8, '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_CHC@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@CIN.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -9.0, 'absolute_net_margin': 9.0, 'home_average_margin': -1.8, 'home_run_delta': -0.0519, 'away_run_delta': 0.0519, 'evidence': [{'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -12.0}, {'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': 7, 'probability': 0.015148391277368532}, {'home_runs': 4, 'away_runs': 8, 'probability': 0.014886955902746454}, {'home_runs': 5, 'away_runs': 7, 'probability': 0.014675868155640428}, {'home_runs': 5, 'away_runs': 8, 'probability': 0.014422587723486145}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.014410274355564833}], 'home_distribution': {'0': 0.05121481124702857, '1': 0.0787369081066643, '2': 0.10785114584873179, '3': 0.13162391288727598, '4': 0.1431226792953306, '5': 0.13865825967661133, '6': 0.11968691116391456, '7': 0.09204733090616478, '8': 0.0630724015230517, '9': 0.03850624428520273, '10': 0.020945299885655706, '11': 0.010150925272090631, '12': 0.004383169902277092}, 'away_distribution': {'0': 0.01813200294010374, '1': 0.02855415475807444, '2': 0.04203760450176004, '3': 0.0578564435158649, '4': 0.07444073117326248, '5': 0.08953949683153627, '6': 0.10068477215850284, '7': 0.10584200457923339, '8': 0.10401535225614061, '9': 0.09556127919557209, '10': 0.08207513162352606, '11': 0.06590014101377172, '12': 0.04946593502638542, '13': 0.03471132759268343, '14': 0.02277096043420427, '15': 0.01396486031077907, '16': 0.008006394139806512, '17': 0.004291236582663998, '18': 0.0021501713661286294}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -2.0645, 'recent_quality_edge': -1.004, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.6933}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 8, 'home_runs': 4, 'score_text': 'CHC 8 - 4 CIN', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 8, 'home_runs': 4, 'score_text': 'CHC 8 - 4 CIN', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0589, 'recent_form_edge_home_minus_away': -0.934, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 8, 'home_runs': 4, 'winner': 'CHC', 'model_winner': 'CHC', 'simulation_winner': 'CHC', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'CHC', 'published_winner_draw_share': 0.6667, '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': True, 'margin_widening_capped': False, 'model_margin': 4, 'simulation_margin': 4, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 8, 'home_runs': 4}, 'simulation_score': {'away_runs': 8, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 4, 'winner_quality_edge': 1.6933, 'winner': 'CHC', 'score_reviewed': {'away_runs': 8, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 152.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
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: 152.
PASSpitch_countsimulationCINPITCH_COUNT_PITCHER_MATCHCIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCINPITCH_COUNT_TOTAL_MATCHCIN pitch_count_summary total, row sum, and pitching total all match: 182.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN 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_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN 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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHC 8 - 4 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 8 - 4 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 8-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CHC, simulation=CHC, published=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CHC wins 8-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 8-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 8-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 8-4, final 8-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 12.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 8-4.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=8, sim=10; HR: current=1, sim=3; RBI: current=4, sim=8; R: current=5, sim=8; BB: current=4, sim=3; SO: current=7, sim=12; 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-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Seiya Suzuki: AB current=4 box=3, H current=1 box=2, 2B current=1 box=0, BB current=1 box=0; Michael Busch: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Nico Hoerner: AB current=4 box=5, H current=1 box=0, SO current=0 box=1; Alex Bregman: AB current=4 box=5, HR current=0 box=1; Pete Crow-Armstrong: AB current=4 box=5, HR current=1 box=0, BB current=1 box=0; Ian Happ: H current=1 box=2, RBI current=0 box=1, SO current=1 box=2; Pedro Ramirez: AB current=3 box=4, 2B current=0 box=1, R current=0 box=1, SO current=1 box=3; Michael Conforto: AB current=3 box=4, HR 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-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=32, sim=33; H: current=8, sim=6; 2B: current=1, sim=0; HR: current=1, sim=2; R: current=3, sim=4; BB: current=4, sim=2; SO: current=8, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Tyler Stephenson: 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=0; JJ Bleday: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Matt McLain: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Oswaldo Cabrera: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Sal Stewart: RBI current=1 box=3, SO current=1 box=0; Dane Myers: R current=0 box=1, BB current=1 box=0, SO current=1 box=0; Elly De La Cruz: RBI current=1 box=0, BB current=1 box=0; Will Banfield: AB current=3 box=4New 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_ml4.6808158648100193.9541177696226906Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction740.560Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by winner_starter_is_below_average, matchup_recency_guardrail)
embedded_savant_run_environment84Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review84Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target84Capped at max 12 realistic runs
simulation_result84Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHC300201002810
CIN00004000046
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHCbatting33810145470000
currentCHCpitching624269.0400
currentCINbatting32810143480000
currentCINpitching10383129.0700
simulationCHCbatting37101038831202
simulationCHCpitching624269.0435152
simulationCINbatting336002442600
simulationCINpitching10383129.0842182
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHCRFSeiya Suzuki041100111100.250
currentCHC1BMichael Busch041000111100.250
currentCHCSSNico Hoerner041000000000.250
currentCHC3BAlex Bregman041000110000.250
currentCHCCFPete Crow-Armstrong041001111100.250
currentCHCLFIan Happ041000101100.250
currentCHC2BPedro Ramirez031000000100.333
currentCHCDHMichael Conforto031000000100.333
currentCHCCMiguel Amaya030000000100.000
currentCINDHTyler Stephenson041100011100.250
currentCINRFJJ Bleday041000111100.250
currentCIN2BMatt McLain031000000100.333
currentCINLFOswaldo Cabrera031000000100.333
currentCIN1BSal Stewart041001110100.250
currentCINCFDane Myers041000001100.250
currentCINSSElly De La Cruz041000111100.250
currentCINCWill Banfield031000000100.333
currentCIN3BKe'Bryan Hayes030000000000.000
simulationCHC1CFPete Crow-Armstrong551000110100.200
simulationCHC2RFSeiya Suzuki532000110020.667
simulationCHC31BMichael Busch542001121100.500
simulationCHC43BAlex Bregman551001110000.200
simulationCHC5LFIan Happ542000111200.500
simulationCHC6SSNico Hoerner550000000100.000
simulationCHC7DHMichael Conforto441001120200.250
simulationCHC82BPedro Ramirez441100100300.250
simulationCHC9CMiguel Amaya430000101200.000
simulationCIN1CFDane Myers441000100000.250
simulationCIN2SSElly De La Cruz441000100100.250
simulationCIN31BSal Stewart441001130000.250
simulationCIN4DHTyler Stephenson441000000000.250
simulationCIN5RFJJ Bleday440000000000.000
simulationCIN62BMatt McLain440000000300.000
simulationCIN7LFOswaldo Cabrera431001111000.333
simulationCIN8CWill Banfield441000000100.250
simulationCIN93BKe'Bryan Hayes320000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHC1David PetersonStarter5.0644132007.205.111.55
currentCHC2Caleb ThielbarMiddle Reliever (High Leverage)1.0000110000.004.631.29
currentCHC3Daniel PalenciaMiddle Reliever (High Leverage)1.0000000000.003.621.17
currentCHC4Jacob WebbCloser1.0000010000.003.481.27
currentCHC5Ryan ZeferjahnSetup Man1.0000010000.003.971.28
currentCIN1Rhett LowderStarter4.1654162008.315.791.52
currentCIN2Brock BurkeMiddle Reliever (High Leverage)1.1100020000.002.361.26
currentCIN3Emilio PagánCloser1.1111021006.753.541.03
currentCIN4Luis MeySetup Man1.0000010000.006.031.63
currentCIN5Tony SantillanMiddle Reliever (High Leverage)1.02222100018.005.531.57
simulationCHC1David PetersonStarter5.064413222967.205.111.55
simulationCHC2Jacob WebbCloser1.00000103130.003.481.27
simulationCHC3Ryan ZeferjahnSetup Man1.00000103130.003.971.28
simulationCHC4Daniel PalenciaMiddle Reliever (High Leverage)1.00000003130.003.621.17
simulationCHC5Caleb ThielbarMiddle Reliever (High Leverage)1.00001104170.004.631.29
simulationCIN1Rhett LowderStarter4.1655162228910.385.791.52
simulationCIN2Emilio PagánCloser1.11110215216.753.541.03
simulationCIN3Luis MeySetup Man1.00000103130.006.031.63
simulationCIN4Brock BurkeMiddle Reliever (High Leverage)1.11000205320.002.361.26
simulationCIN5Tony SantillanMiddle Reliever (High Leverage)1.022221072718.005.531.57
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHCDavid PetersonStarter5.046132296
CHCCaleb ThielbarMiddle Reliever (High Leverage)1.00011417
CHCDaniel PalenciaMiddle Reliever (High Leverage)1.00000313
CHCJacob WebbCloser1.00001313
CHCRyan ZeferjahnSetup Man1.00001313
CINRhett LowderStarter4.156162289
CINBrock BurkeMiddle Reliever (High Leverage)1.10102532
CINEmilio PagánCloser1.11102521
CINLuis MeySetup Man1.00001313
CINTony SantillanMiddle Reliever (High Leverage)1.02221727
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.

20260920_DET@CHW

20260920_DET@CHW.json • 2026-09-20

DET 5 - CHW 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=7, sim=5; HR: current=1, sim=0; SO: current=9, 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-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Sam Antonacci: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=2; Munetaka Murakami: AB current=4 box=3, HR current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Kyle Teel: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Miguel Vargas: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Braden Montgomery: SO current=1 box=0; Colson Montgomery: AB current=3 box=4, RBI current=1 box=0; Andrew Benintendi: R current=0 box=1, SO current=1 box=0, HBP current=0 box=1; Chase Meidroth: AB current=3 box=4, H current=1 box=2, RBI current=0 box=2, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=8, sim=9; 2B: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Kevin McGonigle: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=0 box=1; Hao-Yu Lee: AB current=4 box=5, 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=2; Eduardo Valencia: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Gleyber Torres: AB current=4 box=5, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Brett Callahan: H current=0 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Max Clark: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Riley Greene: AB current=4 box=3, H current=1 box=2, 2B current=1 box=0, R current=0 box=1; John Peck: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match DET pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match DET pitching: 6.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=37 matches DET BF=37.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match CHW pitching: 3.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match CHW pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match CHW pitching: 9.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match CHW pitching: 7.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=39 matches CHW BF=39.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.731 -> 0.651 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.730973, 'sample_size': 352, 'empirical_hit_rate': 0.571, 'empirical_weight': 0.5, 'blended_confidence': 0.650987, 'published_confidence': 0.56, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET 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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.584/0.788.
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: DET 9, CHW 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 5 - CHW 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for DET; cap=0.56, 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 3 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'DET', 'opponent_team': 'CHW', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 1, 'opponent_runs': 3, 'margin_for_predicted_team': -2, 'winner': 'CHW'}, {'date': '2026-09-18', 'predicted_team_runs': 11, 'opponent_runs': 8, 'margin_for_predicted_team': 3, 'winner': 'DET'}, {'date': '2026-09-17', 'predicted_team_runs': 1, 'opponent_runs': 3, 'margin_for_predicted_team': -2, 'winner': 'CHW'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 6, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 4, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'DET', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260919_DET@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'DET', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'DET', 'actual_margin': 3, 'raw_pick_probability': 0.543489, 'artifact': '20260918_DET@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260917', 'away': 'DET', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.53, 'artifact': '20260917_DET@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260816', 'away': 'CHW', 'home': 'DET', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.548872, 'artifact': '20260816_CHW@DET.json', 'verification': 'pregame_official_final'}, {'date': '20260815', 'away': 'CHW', 'home': 'DET', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'CHW', 'actual_margin': 1, 'raw_pick_probability': 0.56, 'artifact': '20260815_CHW@DET.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'DET', 'guardrail_opponent_team': 'CHW', 'output_pre_simulation_winner': 'DET', 'output_opponent_team': 'CHW', 'simulation_score_winner': 'DET', 'final_score_winner': 'DET', 'pre_simulation_winner': 'DET', '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': 'DET 5 - 4 CHW', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 CHW', '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': -0.0358, 'recent_form_edge_home_minus_away': -0.55, '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': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'DET', 'published_winner_draw_share': 0.4, 'draw_majority_team': 'CHW', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 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': 0.396, 'winner': 'DET', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_DET@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@CHW.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 4.0, 'absolute_net_margin': 4.0, 'home_average_margin': 0.8, 'home_run_delta': 0.0231, 'away_run_delta': -0.0231, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': 1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 5, 'probability': 0.01941289306284455}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.01903098360719867}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.018964006538115356}, {'home_runs': 3, 'away_runs': 6, 'probability': 0.018590928018062187}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.01805643536607702}], 'home_distribution': {'0': 0.06331029331111199, '1': 0.09649666872076237, '2': 0.1288025238187686, '3': 0.15056030360673597, '4': 0.15412413339725853, '5': 0.13816717257985175, '6': 0.1084708766169585, '7': 0.07457538196015706, '8': 0.04490057263082055, '9': 0.023674582551218973, '10': 0.010931678156480818, '11': 0.004420438990205039, '12': 0.0015653736596698367}, 'away_distribution': {'0': 0.03483819740394585, '1': 0.05418299492362951, '2': 0.07683924094335436, '3': 0.09936097713812066, '4': 0.11715514610249998, '5': 0.12595621876301077, '6': 0.12347828459898536, '7': 0.11037590788533361, '8': 0.08996440636641938, '9': 0.06686207905852878, '10': 0.04531080346378702, '11': 0.027998604006053345, '12': 0.015775521379530495, '13': 0.008104827823703734, '14': 0.0037967901430970108}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -0.2, 'recent_quality_edge': -0.76, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.396}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 CHW', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 CHW', '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': -0.0358, 'recent_form_edge_home_minus_away': -0.55, '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': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'DET', 'published_winner_draw_share': 0.4, 'draw_majority_team': 'CHW', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 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': 0.396, 'winner': 'DET', '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: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 164.
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: 164.
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: 148.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: DET 5 - 4 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 5 - 4 CHW.
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: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): DET wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET 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: DET wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match DET pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match DET pitching: 6.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=37 matches DET BF=37.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match CHW pitching: 3.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match CHW pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match CHW pitching: 9.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match CHW pitching: 7.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=39 matches CHW BF=39.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 5.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.731 -> 0.651 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.730973, 'sample_size': 352, 'empirical_hit_rate': 0.571, 'empirical_weight': 0.5, 'blended_confidence': 0.650987, 'published_confidence': 0.56, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET 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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.584/0.788.
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: DET 9, CHW 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 5 - CHW 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for DET; cap=0.56, 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 3 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'DET', 'opponent_team': 'CHW', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 1, 'opponent_runs': 3, 'margin_for_predicted_team': -2, 'winner': 'CHW'}, {'date': '2026-09-18', 'predicted_team_runs': 11, 'opponent_runs': 8, 'margin_for_predicted_team': 3, 'winner': 'DET'}, {'date': '2026-09-17', 'predicted_team_runs': 1, 'opponent_runs': 3, 'margin_for_predicted_team': -2, 'winner': 'CHW'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 6, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 4, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'DET', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.56, 'artifact': '20260919_DET@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'DET', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'DET', 'actual_margin': 3, 'raw_pick_probability': 0.543489, 'artifact': '20260918_DET@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260917', 'away': 'DET', 'home': 'CHW', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.53, 'artifact': '20260917_DET@CHW.json', 'verification': 'pregame_official_final'}, {'date': '20260816', 'away': 'CHW', 'home': 'DET', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'CHW', 'actual_margin': 2, 'raw_pick_probability': 0.548872, 'artifact': '20260816_CHW@DET.json', 'verification': 'pregame_official_final'}, {'date': '20260815', 'away': 'CHW', 'home': 'DET', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'CHW', 'actual_margin': 1, 'raw_pick_probability': 0.56, 'artifact': '20260815_CHW@DET.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'DET', 'guardrail_opponent_team': 'CHW', 'output_pre_simulation_winner': 'DET', 'output_opponent_team': 'CHW', 'simulation_score_winner': 'DET', 'final_score_winner': 'DET', 'pre_simulation_winner': 'DET', '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': 'DET 5 - 4 CHW', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 CHW', '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': -0.0358, 'recent_form_edge_home_minus_away': -0.55, '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': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'DET', 'published_winner_draw_share': 0.4, 'draw_majority_team': 'CHW', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 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': 0.396, 'winner': 'DET', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_DET@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@CHW.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 4.0, 'absolute_net_margin': 4.0, 'home_average_margin': 0.8, 'home_run_delta': 0.0231, 'away_run_delta': -0.0231, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': 1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 5, 'probability': 0.01941289306284455}, {'home_runs': 4, 'away_runs': 6, 'probability': 0.01903098360719867}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.018964006538115356}, {'home_runs': 3, 'away_runs': 6, 'probability': 0.018590928018062187}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.01805643536607702}], 'home_distribution': {'0': 0.06331029331111199, '1': 0.09649666872076237, '2': 0.1288025238187686, '3': 0.15056030360673597, '4': 0.15412413339725853, '5': 0.13816717257985175, '6': 0.1084708766169585, '7': 0.07457538196015706, '8': 0.04490057263082055, '9': 0.023674582551218973, '10': 0.010931678156480818, '11': 0.004420438990205039, '12': 0.0015653736596698367}, 'away_distribution': {'0': 0.03483819740394585, '1': 0.05418299492362951, '2': 0.07683924094335436, '3': 0.09936097713812066, '4': 0.11715514610249998, '5': 0.12595621876301077, '6': 0.12347828459898536, '7': 0.11037590788533361, '8': 0.08996440636641938, '9': 0.06686207905852878, '10': 0.04531080346378702, '11': 0.027998604006053345, '12': 0.015775521379530495, '13': 0.008104827823703734, '14': 0.0037967901430970108}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -0.2, 'recent_quality_edge': -0.76, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.396}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 CHW', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'DET 5 - 4 CHW', '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': -0.0358, 'recent_form_edge_home_minus_away': -0.55, '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': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 5, 'published_winner': 'DET', 'published_winner_draw_share': 0.4, 'draw_majority_team': 'CHW', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': False, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 5, 'home_runs': 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': 0.396, 'winner': 'DET', '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: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 164.
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: 164.
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: 148.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: DET 5 - 4 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 5 - 4 CHW.
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: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): DET wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET 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: DET wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 7/10 = 0.700.
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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=7, sim=5; HR: current=1, sim=0; SO: current=9, 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-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Sam Antonacci: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=2; Munetaka Murakami: AB current=4 box=3, HR current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Kyle Teel: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Miguel Vargas: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Braden Montgomery: SO current=1 box=0; Colson Montgomery: AB current=3 box=4, RBI current=1 box=0; Andrew Benintendi: R current=0 box=1, SO current=1 box=0, HBP current=0 box=1; Chase Meidroth: AB current=3 box=4, H current=1 box=2, RBI current=0 box=2, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=8, sim=9; 2B: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Kevin McGonigle: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=0 box=1; Hao-Yu Lee: AB current=4 box=5, 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=2; Eduardo Valencia: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Gleyber Torres: AB current=4 box=5, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Brett Callahan: H current=0 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Max Clark: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Riley Greene: AB current=4 box=3, H current=1 box=2, 2B current=1 box=0, R current=0 box=1; John Peck: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.8488830201141563.9013037810341373Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.560Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment54Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review54Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target54Capped at max 12 realistic runs
simulation_result54Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
DET00200102059
CHW01300000045
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentDETbatting32810144380000
currentDETpitching504469.0400
currentCHWbatting31710144490000
currentCHWpitching915379.0500
simulationDETbatting369201553700
simulationDETpitching504469.0437148
simulationCHWbatting325100444601
simulationCHWpitching915379.0539164
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentDETDHKevin McGonigle041000111000.250
currentDET3BHao-Yu Lee041000010100.250
currentDETCEduardo Valencia041001110100.250
currentDET2BGleyber Torres041000101100.250
currentDETRFBrett Callahan030000000100.000
currentDETCFMax Clark031000100100.333
currentDETLFRiley Greene041100011100.250
currentDETSSJohn Peck031000000100.333
currentDET1BSpencer Torkelson031000000100.333
currentCHWLFSam Antonacci041000100100.250
currentCHW1BMunetaka Murakami041001111100.250
currentCHWCKyle Teel041000011100.250
currentCHW3BMiguel Vargas041100111100.250
currentCHWRFBraden Montgomery030000001100.000
currentCHWSSColson Montgomery030000010100.000
currentCHWDHAndrew Benintendi031000000100.333
currentCHW2BChase Meidroth031000100100.333
currentCHWCFBrenton Doyle031000000100.333
simulationDET1DHKevin McGonigle540000001100.000
simulationDET22BGleyber Torres551000110000.200
simulationDET33BHao-Yu Lee551100000200.200
simulationDET4LFRiley Greene432000111000.667
simulationDET5CEduardo Valencia440000000100.000
simulationDET6CFMax Clark440000000200.000
simulationDET71BSpencer Torkelson442001120100.500
simulationDET8RFBrett Callahan432000101000.667
simulationDET9SSJohn Peck441100110000.250
simulationCHW1LFSam Antonacci540000001200.000
simulationCHW2CKyle Teel431100121000.333
simulationCHW33BMiguel Vargas440000000100.000
simulationCHW41BMunetaka Murakami431000101000.333
simulationCHW5DHAndrew Benintendi431000100010.333
simulationCHW6SSColson Montgomery440000000100.000
simulationCHW72BChase Meidroth442000120000.500
simulationCHW8RFBraden Montgomery430000001000.000
simulationCHW9CFBrenton Doyle440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentDET1Troy MeltonStarter6.0433440004.502.521.10
currentDET2Tyler HoltonSetup Man1.1000000000.002.781.22
currentDET3Kenley JansenCloser1.0111010009.002.931.05
currentDET4Drew SommersMiddle Reliever (High Leverage)0.2000010000.002.611.08
currentCHW1Davis MartinStarter5.0733070005.403.961.30
currentCHW2Grant TaylorCloser1.2100100000.002.401.03
currentCHW3Sean NewcombSetup Man1.11222010013.502.771.11
currentCHW4Bryan HudsonMiddle Reliever (High Leverage)1.0000000000.002.581.16
simulationDET1Troy MeltonStarter6.0433440271074.502.521.10
simulationDET2Kenley JansenCloser1.01110104169.002.931.05
simulationDET3Tyler HoltonSetup Man1.10000004170.002.781.22
simulationDET4Drew SommersMiddle Reliever (High Leverage)0.2000010280.002.611.08
simulationCHW1Davis MartinStarter5.073307022955.403.961.30
simulationCHW2Grant TaylorCloser1.21001007280.002.401.03
simulationCHW3Sean NewcombSetup Man1.112220172813.502.771.11
simulationCHW4Bryan HudsonMiddle Reliever (High Leverage)1.00000003130.002.581.16
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
DETTroy MeltonStarter6.0344427107
DETTyler HoltonSetup Man1.10000417
DETKenley JansenCloser1.01101416
DETDrew SommersMiddle Reliever (High Leverage)0.2000128
CHWDavis MartinStarter5.037072295
CHWGrant TaylorCloser1.20110728
CHWSean NewcombSetup Man1.12120728
CHWBryan HudsonMiddle 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.

20260920_KC@PIT

20260920_KC@PIT.json • 2026-09-20

KC 2 - PIT 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 100INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model pitcher projections differ from final simulation pitching box score (H: current=8, sim=10).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=7, sim=2; 2B: current=2, sim=0; RBI: current=4, sim=2; R: current=3, sim=2; BB: current=3, sim=7; SO: current=8, sim=14; 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-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Jac Caglianone: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Salvador Perez: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, SO current=1 box=3; Nick Loftin: AB current=4 box=2, H current=1 box=0, 2B current=1 box=0, HBP current=0 box=1; John Rave: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, BB current=1 box=0; Bobby Witt Jr.: AB current=4 box=0, H current=1 box=0, R current=1 box=0, BB current=1 box=5; Tyler Tolbert: AB current=3 box=4; Luke Maile: BB current=0 box=1, SO current=1 box=0; Maikel Garcia: AB current=4 box=5, 2B current=1 box=0, RBI current=1 box=0, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=35, sim=40; H: current=9, sim=10; 2B: current=2, sim=1; HR: current=1, sim=0; RBI: current=5, sim=3; R: current=5, sim=3; 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-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Brandon Lowe: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Konnor Griffin: H current=1 box=2, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ryan O'Hearn: AB current=4 box=3, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Oneil Cruz: AB current=4 box=5, H current=1 box=2, BB current=1 box=0; Bryan Reynolds: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, R current=1 box=0; Jake Mangum: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Rafael Flores Jr.: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Spencer Horwitz: BB current=1 box=0, SO 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.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match PIT pitching: 7.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match PIT pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match PIT pitching: 14.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=41 matches PIT BF=41.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match KC pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match KC pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match KC pitching: 10.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match KC pitching: 11.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=43 matches KC BF=43.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.586 -> 0.572 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5864, 'sample_size': 122, 'empirical_hit_rate': 0.5574, 'empirical_weight': 0.5, 'blended_confidence': 0.5719, 'published_confidence': 0.572799, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current pitcher projected totals match final simulation pitching box score.
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.
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]: 0.427.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.573.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.573.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.727/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 2, PIT 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 2 - PIT 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PIT; 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': 'PIT', 'opponent_team': 'KC', 'h2h_net_margin': 4, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'PIT'}, {'date': '2026-09-18', 'predicted_team_runs': 8, 'opponent_runs': 5, 'margin_for_predicted_team': 3, 'winner': 'PIT'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'KC', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'PIT', 'actual_margin': 1, 'raw_pick_probability': 0.54098, 'artifact': '20260919_KC@PIT.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'KC', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'PIT', 'actual_margin': 3, 'raw_pick_probability': 0.586204, 'artifact': '20260918_KC@PIT.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'PIT', 'guardrail_opponent_team': 'KC', 'output_pre_simulation_winner': 'PIT', 'output_opponent_team': 'KC', 'simulation_score_winner': 'PIT', 'final_score_winner': 'PIT', 'pre_simulation_winner': 'PIT', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'KC 2 - 3 PIT', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'KC 2 - 3 PIT', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0053, 'recent_form_edge_home_minus_away': 0.782, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 2, 'home_runs': 3, 'winner': 'PIT', 'model_winner': 'PIT', 'simulation_winner': 'PIT', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'PIT', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'PIT', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 2, 'home_runs': 3}, 'simulation_score': {'away_runs': 2, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.7614, 'winner': 'PIT', 'score_reviewed': {'away_runs': 2, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_KC@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@PIT.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': 4.0, 'absolute_net_margin': 4.0, 'home_average_margin': 2.0, 'home_run_delta': 0.03, 'away_run_delta': -0.03, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 3, 'away_runs': 2, 'probability': 0.037977763705028346}, {'home_runs': 2, 'away_runs': 2, 'probability': 0.03546636715986223}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.034682776056224766}, {'home_runs': 4, 'away_runs': 2, 'probability': 0.03438640361965756}, {'home_runs': 3, 'away_runs': 1, 'probability': 0.032994254734985136}], 'home_distribution': {'0': 0.08746158378902273, '1': 0.13099075561020265, '2': 0.16588558299923203, '3': 0.17763204911343317, '4': 0.16083430778186175, '5': 0.12313478287950133, '6': 0.0797126945322744, '7': 0.04363338609453767, '8': 0.020195519549691385, '9': 0.007903797954949079, '10': 0.002615539695293782}, 'away_distribution': {'0': 0.12803223628402174, '1': 0.18574494242261147, '2': 0.21380017792158842, '3': 0.19525066692259382, '4': 0.14147196586699706, '5': 0.08132829162982665, '6': 0.03709422566207027, '7': 0.013423456767419444, '8': 0.003854036522871096}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 0.9387, 'recent_quality_edge': 0.432, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.7614}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'KC 2 - 3 PIT', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'KC 2 - 3 PIT', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0053, 'recent_form_edge_home_minus_away': 0.782, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 2, 'home_runs': 3, 'winner': 'PIT', 'model_winner': 'PIT', 'simulation_winner': 'PIT', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'PIT', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'PIT', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 2, 'home_runs': 3}, 'simulation_score': {'away_runs': 2, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.7614, 'winner': 'PIT', 'score_reviewed': {'away_runs': 2, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 180.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 193.
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: 180.
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: 193.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
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_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 2 - 3 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 2 - 3 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 3-2 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PIT, simulation=PIT, published=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.573.
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): PIT wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 2-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-3, final 2-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 3-2 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
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.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match PIT pitching: 7.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match PIT pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match PIT pitching: 14.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=41 matches PIT BF=41.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match KC pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match KC pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match KC pitching: 10.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match KC pitching: 11.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=43 matches KC BF=43.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 3.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.586 -> 0.572 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.5864, 'sample_size': 122, 'empirical_hit_rate': 0.5574, 'empirical_weight': 0.5, 'blended_confidence': 0.5719, 'published_confidence': 0.572799, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current pitcher projected totals match final simulation pitching box score.
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.
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]: 0.427.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.573.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.573.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.727/0.900.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 2, PIT 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 2 - PIT 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PIT; 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': 'PIT', 'opponent_team': 'KC', 'h2h_net_margin': 4, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'PIT'}, {'date': '2026-09-18', 'predicted_team_runs': 8, 'opponent_runs': 5, 'margin_for_predicted_team': 3, 'winner': 'PIT'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'KC', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'PIT', 'actual_margin': 1, 'raw_pick_probability': 0.54098, 'artifact': '20260919_KC@PIT.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'KC', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'PIT', 'actual_margin': 3, 'raw_pick_probability': 0.586204, 'artifact': '20260918_KC@PIT.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'PIT', 'guardrail_opponent_team': 'KC', 'output_pre_simulation_winner': 'PIT', 'output_opponent_team': 'KC', 'simulation_score_winner': 'PIT', 'final_score_winner': 'PIT', 'pre_simulation_winner': 'PIT', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'KC 2 - 3 PIT', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'KC 2 - 3 PIT', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0053, 'recent_form_edge_home_minus_away': 0.782, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 2, 'home_runs': 3, 'winner': 'PIT', 'model_winner': 'PIT', 'simulation_winner': 'PIT', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'PIT', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'PIT', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 2, 'home_runs': 3}, 'simulation_score': {'away_runs': 2, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.7614, 'winner': 'PIT', 'score_reviewed': {'away_runs': 2, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_KC@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@PIT.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': 4.0, 'absolute_net_margin': 4.0, 'home_average_margin': 2.0, 'home_run_delta': 0.03, 'away_run_delta': -0.03, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 3, 'away_runs': 2, 'probability': 0.037977763705028346}, {'home_runs': 2, 'away_runs': 2, 'probability': 0.03546636715986223}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.034682776056224766}, {'home_runs': 4, 'away_runs': 2, 'probability': 0.03438640361965756}, {'home_runs': 3, 'away_runs': 1, 'probability': 0.032994254734985136}], 'home_distribution': {'0': 0.08746158378902273, '1': 0.13099075561020265, '2': 0.16588558299923203, '3': 0.17763204911343317, '4': 0.16083430778186175, '5': 0.12313478287950133, '6': 0.0797126945322744, '7': 0.04363338609453767, '8': 0.020195519549691385, '9': 0.007903797954949079, '10': 0.002615539695293782}, 'away_distribution': {'0': 0.12803223628402174, '1': 0.18574494242261147, '2': 0.21380017792158842, '3': 0.19525066692259382, '4': 0.14147196586699706, '5': 0.08132829162982665, '6': 0.03709422566207027, '7': 0.013423456767419444, '8': 0.003854036522871096}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 0.9387, 'recent_quality_edge': 0.432, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.7614}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'KC 2 - 3 PIT', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'KC 2 - 3 PIT', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0053, 'recent_form_edge_home_minus_away': 0.782, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 2, 'home_runs': 3, 'winner': 'PIT', 'model_winner': 'PIT', 'simulation_winner': 'PIT', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, 'published_winner': 'PIT', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'PIT', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 1, 'simulation_margin': 1, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 2, 'home_runs': 3}, 'simulation_score': {'away_runs': 2, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.7614, 'winner': 'PIT', 'score_reviewed': {'away_runs': 2, 'home_runs': 3, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 180.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 193.
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: 180.
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: 193.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
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_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 2 - 3 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 2 - 3 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 3-2 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PIT, simulation=PIT, published=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.573.
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): PIT wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 2-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-3, final 2-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 3-2 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
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.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model pitcher projections differ from final simulation pitching box score (H: current=8, sim=10).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=7, sim=2; 2B: current=2, sim=0; RBI: current=4, sim=2; R: current=3, sim=2; BB: current=3, sim=7; SO: current=8, sim=14; 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-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Jac Caglianone: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Salvador Perez: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, SO current=1 box=3; Nick Loftin: AB current=4 box=2, H current=1 box=0, 2B current=1 box=0, HBP current=0 box=1; John Rave: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, BB current=1 box=0; Bobby Witt Jr.: AB current=4 box=0, H current=1 box=0, R current=1 box=0, BB current=1 box=5; Tyler Tolbert: AB current=3 box=4; Luke Maile: BB current=0 box=1, SO current=1 box=0; Maikel Garcia: AB current=4 box=5, 2B current=1 box=0, RBI current=1 box=0, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=35, sim=40; H: current=9, sim=10; 2B: current=2, sim=1; HR: current=1, sim=0; RBI: current=5, sim=3; R: current=5, sim=3; 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-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Brandon Lowe: AB current=4 box=5, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Konnor Griffin: H current=1 box=2, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ryan O'Hearn: AB current=4 box=3, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Oneil Cruz: AB current=4 box=5, H current=1 box=2, BB current=1 box=0; Bryan Reynolds: AB current=4 box=5, H current=1 box=2, 2B current=1 box=0, R current=1 box=0; Jake Mangum: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Rafael Flores Jr.: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Spencer Horwitz: BB current=1 box=0, SO current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.39329249435282785.599400704355159Base ML historical model prediction
variance_applied36Deterministic baseline target (variance factor 1.0)
enhanced_prediction230.573Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment23Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review23Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target23Capped at max 12 realistic runs
simulation_result23Final inning-by-inning simulation result
Inning-by-inning linescore
team12345678910RH
KC000002000022
PIT0000011001310
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentKCbatting33720143380000
currentKCpitching8033118.0300
currentPITbatting35920155380000
currentPITpitching2127149.0200
simulationKCbatting3220012271402
simulationKCpitching100331110.0343180
simulationPITbatting40101003331100
simulationPITpitching21271410.0241193
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentKCDHJac Caglianone041001110100.250
currentKC1BSalvador Perez041000010100.250
currentKCRFNick Loftin041100001100.250
currentKCLFJohn Rave031000101100.333
currentKCSSBobby Witt Jr.041000101100.250
currentKCCFTyler Tolbert030000000100.000
currentKCCLuke Maile030000000100.000
currentKC3BMaikel Garcia041100010100.250
currentKC2BMichael Massey041000010000.250
currentPIT2BBrandon Lowe041001110100.250
currentPITSSKonnor Griffin041100110100.250
currentPITDHRyan O'Hearn041000110100.250
currentPITCFOneil Cruz041000111100.250
currentPITLFBryan Reynolds041100101100.250
currentPITRFJake Mangum031000000100.333
currentPITCRafael Flores Jr.041000010100.250
currentPIT1BSpencer Horwitz041000001000.250
currentPIT3BNick Gonzales041000000100.250
simulationKC13BMaikel Garcia551000100300.200
simulationKC2SSBobby Witt Jr.50000000500
simulationKC3DHJac Caglianone540000000110.000
simulationKC41BSalvador Perez550000000300.000
simulationKC52BMichael Massey550000000300.000
simulationKC6RFNick Loftin420000001110.000
simulationKC7LFJohn Rave441001120200.250
simulationKC8CLuke Maile430000001000.000
simulationKC9CFTyler Tolbert440000000100.000
simulationPIT1SSKonnor Griffin542000001100.500
simulationPIT22BBrandon Lowe551000000000.200
simulationPIT3LFBryan Reynolds552000000100.400
simulationPIT4CFOneil Cruz552000110100.400
simulationPIT53BNick Gonzales552100110100.400
simulationPIT6DHRyan O'Hearn530000112000.000
simulationPIT7CRafael Flores Jr.550000000200.000
simulationPIT81BSpencer Horwitz441000000200.250
simulationPIT9RFJake Mangum440000000300.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentKC1Michael WachaStarter6.1422350002.843.341.10
currentKC2Nate PearsonSetup Man1.0000020000.003.071.25
currentKC3Steven CruzCloser0.23110200013.504.371.27
currentKC4Alex LangeMiddle Reliever (High Leverage)0.0100020006.091.56
currentPIT1Lake BacharStarter5.0100580000.002.951.04
currentPIT2Gregory SotoMiddle Reliever (High Leverage)1.0000020000.003.361.10
currentPIT3Luke WeaverSetup Man1.1000110000.002.790.97
currentPIT4Mason MontgomeryCloser1.11220110013.502.351.00
currentPIT5Yohan RamírezMiddle Reliever (High Leverage)0.1000120000.003.001.21
simulationKC1Michael WachaStarter6.1411350261151.423.341.10
simulationKC2Steven CruzCloser1.13110207266.754.371.27
simulationKC3Nate PearsonSetup Man1.00000203130.003.071.25
simulationKC4Alex LangeMiddle Reliever (High Leverage)1.13110207266.756.091.56
simulationPIT1Lake BacharStarter5.010058023980.002.951.04
simulationPIT2Mason MontgomeryCloser1.112201152813.502.351.00
simulationPIT3Luke WeaverSetup Man1.10001105330.002.790.97
simulationPIT4Gregory SotoMiddle Reliever (High Leverage)1.00000203130.003.361.10
simulationPIT5Yohan RamírezMiddle Reliever (High Leverage)1.10001205210.003.001.21
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
KCMichael WachaStarter6.1143526115
KCNate PearsonSetup Man1.00002313
KCSteven CruzCloser1.11302726
KCAlex LangeMiddle Reliever (High Leverage)1.11302726
PITLake BacharStarter5.001582398
PITGregory SotoMiddle Reliever (High Leverage)1.00002313
PITLuke WeaverSetup Man1.10011533
PITMason MontgomeryCloser1.12101528
PITYohan RamírezMiddle Reliever (High Leverage)1.10012521
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.

20260920_MIA@SD

20260920_MIA@SD.json • 2026-09-20

MIA 4 - SD 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_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_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model pitcher projections differ from final simulation pitching box score (BB: current=3, sim=4).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; 2B: current=1, sim=2; BB: current=3, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Heriberto Hernández: H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Javier Sanoja: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, SO current=0 box=1; Griffin Conine: HR current=1 box=0, BB current=1 box=0; Jakob Marsee: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Deyvison De Los Santos: AB current=3 box=4, SO current=1 box=2; Otto Lopez: AB current=4 box=3, RBI current=0 box=1, BB current=0 box=1, SO current=1 box=0; Graham Pauley: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; 2B: current=1, sim=3; HR: current=1, sim=0; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=4; 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-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Fernando Tatis Jr.: H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Dustin Harris: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Manny Machado: AB current=4 box=3, R current=0 box=1; Jake Cronenworth: H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Samad Taylor: AB current=3 box=4, H current=1 box=0, R current=1 box=0; Jackson Merrill: AB current=4 box=3, 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=2; Xander Bogaerts: AB current=4 box=3, R current=1 box=0; Ty France: 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.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match SD pitching: 2.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match SD pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match SD pitching: 8.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match SD pitching: 8.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=37 matches SD BF=37.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match MIA pitching: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match MIA pitching: 0.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match MIA pitching: 8.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=36 matches MIA BF=36.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.845 -> 0.702 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.845261, 'sample_size': 236, 'empirical_hit_rate': 0.5593, 'empirical_weight': 0.5, 'blended_confidence': 0.702281, 'published_confidence': 0.58, '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.
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.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.673/0.893.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIA 8, SD 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 4 - SD 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SD; cap=0.58, reasons=local prediction memory shows 4 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 4 straight prior same-side picks'], 'signals': {'predicted_team': 'SD', 'opponent_team': 'MIA', 'h2h_net_margin': 9, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 7, 'opponent_runs': 6, 'margin_for_predicted_team': 1, 'winner': 'SD'}, {'date': '2026-09-18', 'predicted_team_runs': 8, 'opponent_runs': 2, 'margin_for_predicted_team': 6, 'winner': 'SD'}, {'date': '2026-07-26', 'predicted_team_runs': 5, 'opponent_runs': 3, 'margin_for_predicted_team': 2, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 4, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'MIA', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 1, 'raw_pick_probability': 0.58, 'artifact': '20260919_MIA@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'MIA', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 6, 'raw_pick_probability': 0.58, 'artifact': '20260918_MIA@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260726', 'away': 'SD', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 2, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260726_SD@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260725', 'away': 'SD', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 5, 'raw_pick_probability': 0.53, 'artifact': '20260725_SD@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260724', 'away': 'SD', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'MIA', 'actual_winner': 'SD', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260724_SD@MIA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SD', 'guardrail_opponent_team': 'MIA', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'MIA', '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': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 SD', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 SD', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0206, 'recent_form_edge_home_minus_away': 1.358, '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': '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': 1.0, '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': 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': 0.5667, 'winner': 'SD', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_MIA@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@SD.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 16.0, 'absolute_net_margin': 16.0, 'home_average_margin': 3.2, 'home_run_delta': 0.0923, 'away_run_delta': -0.0923, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': 2.0}, {'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': 6, 'away_runs': 4, 'probability': 0.01739812310130491}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.01726254989179147}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.016983449866694447}, {'home_runs': 7, 'away_runs': 3, 'probability': 0.016851107958683366}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01624743134756884}], 'home_distribution': {'0': 0.02387123837046976, '1': 0.03742556328830599, '2': 0.054368405984077176, '3': 0.07318291654755867, '4': 0.0912762281206899, '5': 0.10548495340235148, '6': 0.1129557137598945, '7': 0.11207551716867933, '8': 0.10303817490679215, '9': 0.08777491589704767, '10': 0.06928313726007171, '11': 0.050672172755396254, '12': 0.03433968972694947, '13': 0.02156294452183737, '14': 0.012545980921881566, '15': 0.006763726509097534, '16': 0.00337872085889944}, 'away_distribution': {'0': 0.06316476082378529, '1': 0.09628486809695506, '2': 0.12855993896901025, '3': 0.15035494267067798, '4': 0.15402605607262518, '5': 0.13820861503852377, '6': 0.10862767114219193, '7': 0.07478426965378916, '8': 0.04509667045227875, '9': 0.023820075537327963, '10': 0.011020624983992405, '11': 0.004466154554733586, '12': 0.0015853520041085587}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 0.329, 'recent_quality_edge': 1.008, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.5667}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 SD', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 SD', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0206, 'recent_form_edge_home_minus_away': 1.358, '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': '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': 1.0, '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': 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': 0.5667, 'winner': 'SD', '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: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
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: 148.
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.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIA 4 - 6 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 4 - 6 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SD, simulation=SD, published=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/10 (0.900).
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 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD 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: SD wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 9/10 = 0.900.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match SD pitching: 2.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match SD pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match SD pitching: 8.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match SD pitching: 8.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=37 matches SD BF=37.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match MIA pitching: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match MIA pitching: 0.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match MIA pitching: 8.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=36 matches MIA BF=36.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.845 -> 0.702 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.845261, 'sample_size': 236, 'empirical_hit_rate': 0.5593, 'empirical_weight': 0.5, 'blended_confidence': 0.702281, 'published_confidence': 0.58, '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.
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.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.673/0.893.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIA 8, SD 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 4 - SD 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SD; cap=0.58, reasons=local prediction memory shows 4 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 4 straight prior same-side picks'], 'signals': {'predicted_team': 'SD', 'opponent_team': 'MIA', 'h2h_net_margin': 9, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 7, 'opponent_runs': 6, 'margin_for_predicted_team': 1, 'winner': 'SD'}, {'date': '2026-09-18', 'predicted_team_runs': 8, 'opponent_runs': 2, 'margin_for_predicted_team': 6, 'winner': 'SD'}, {'date': '2026-07-26', 'predicted_team_runs': 5, 'opponent_runs': 3, 'margin_for_predicted_team': 2, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 4, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'MIA', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 1, 'raw_pick_probability': 0.58, 'artifact': '20260919_MIA@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'MIA', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 6, 'raw_pick_probability': 0.58, 'artifact': '20260918_MIA@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260726', 'away': 'SD', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 2, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260726_SD@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260725', 'away': 'SD', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 5, 'raw_pick_probability': 0.53, 'artifact': '20260725_SD@MIA.json', 'verification': 'pregame_official_final'}, {'date': '20260724', 'away': 'SD', 'home': 'MIA', 'game_number': 1, 'predicted_team': 'MIA', 'actual_winner': 'SD', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260724_SD@MIA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SD', 'guardrail_opponent_team': 'MIA', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'MIA', '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': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 SD', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 SD', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0206, 'recent_form_edge_home_minus_away': 1.358, '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': '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': 1.0, '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': 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': 0.5667, 'winner': 'SD', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_MIA@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@SD.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 16.0, 'absolute_net_margin': 16.0, 'home_average_margin': 3.2, 'home_run_delta': 0.0923, 'away_run_delta': -0.0923, 'evidence': [{'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': 2.0}, {'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': 6, 'away_runs': 4, 'probability': 0.01739812310130491}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.01726254989179147}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.016983449866694447}, {'home_runs': 7, 'away_runs': 3, 'probability': 0.016851107958683366}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.01624743134756884}], 'home_distribution': {'0': 0.02387123837046976, '1': 0.03742556328830599, '2': 0.054368405984077176, '3': 0.07318291654755867, '4': 0.0912762281206899, '5': 0.10548495340235148, '6': 0.1129557137598945, '7': 0.11207551716867933, '8': 0.10303817490679215, '9': 0.08777491589704767, '10': 0.06928313726007171, '11': 0.050672172755396254, '12': 0.03433968972694947, '13': 0.02156294452183737, '14': 0.012545980921881566, '15': 0.006763726509097534, '16': 0.00337872085889944}, 'away_distribution': {'0': 0.06316476082378529, '1': 0.09628486809695506, '2': 0.12855993896901025, '3': 0.15035494267067798, '4': 0.15402605607262518, '5': 0.13820861503852377, '6': 0.10862767114219193, '7': 0.07478426965378916, '8': 0.04509667045227875, '9': 0.023820075537327963, '10': 0.011020624983992405, '11': 0.004466154554733586, '12': 0.0015853520041085587}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 0.329, 'recent_quality_edge': 1.008, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.5667}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 SD', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 6, 'score_text': 'MIA 4 - 6 SD', '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': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0206, 'recent_form_edge_home_minus_away': 1.358, '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': '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': 1.0, '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': 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': 0.5667, 'winner': 'SD', '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: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
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: 148.
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.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 9 pitchers in the box actually appeared.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIA 4 - 6 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 4 - 6 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SD, simulation=SD, published=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/10 (0.900).
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 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD 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: SD wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 9/10 = 0.900.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model pitcher projections differ from final simulation pitching box score (BB: current=3, sim=4).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; 2B: current=1, sim=2; BB: current=3, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Heriberto Hernández: H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Javier Sanoja: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, SO current=0 box=1; Griffin Conine: HR current=1 box=0, BB current=1 box=0; Jakob Marsee: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Deyvison De Los Santos: AB current=3 box=4, SO current=1 box=2; Otto Lopez: AB current=4 box=3, RBI current=0 box=1, BB current=0 box=1, SO current=1 box=0; Graham Pauley: AB current=3 box=4, 2B current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; 2B: current=1, sim=3; HR: current=1, sim=0; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=4; 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-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Fernando Tatis Jr.: H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Dustin Harris: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Manny Machado: AB current=4 box=3, R current=0 box=1; Jake Cronenworth: H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Samad Taylor: AB current=3 box=4, H current=1 box=0, R current=1 box=0; Jackson Merrill: AB current=4 box=3, 2B current=0 box=1, HR current=1 box=0, RBI current=1 box=2; Xander Bogaerts: AB current=4 box=3, R current=1 box=0; Ty France: 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_ml4.0514148863871044.182190741908563Base ML historical model prediction
variance_applied44Deterministic baseline target (variance factor 1.0)
enhanced_prediction460.580Enhanced 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
MIA02000002048
SD20400000068
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMIAbatting33810144380000
currentMIApitching806388.0600
currentSDbatting34810145370000
currentSDpitching814289.0400
simulationMIAbatting358201442800
simulationMIApitching806488.0636148
simulationSDbatting328300664800
simulationSDpitching814289.0437154
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIADHKyle Stowers041000111100.250
currentMIALFHeriberto Hernández041000010100.250
currentMIA2BJavier Sanoja041100010000.250
currentMIARFGriffin Conine041001111100.250
currentMIACFJakob Marsee041000101100.250
currentMIA1BDeyvison De Los Santos030000000100.000
currentMIASSOtto Lopez041000100100.250
currentMIA3BGraham Pauley031000000100.333
currentMIACJoe Mack031000000100.333
currentSD2BFernando Tatis Jr.041000111100.250
currentSDRFDustin Harris041000100000.250
currentSDDHManny Machado041000011100.250
currentSD3BJake Cronenworth041000000100.250
currentSDLFSamad Taylor031000100100.333
currentSDCFJackson Merrill041001110100.250
currentSDSSXander Bogaerts041000101000.250
currentSD1BTy France041100010100.250
currentSDCEthan Salas030000000100.000
simulationMIA1DHKyle Stowers540000001000.000
simulationMIA2SSOtto Lopez431000111000.333
simulationMIA3RFGriffin Conine441000110100.250
simulationMIA4LFHeriberto Hernández442100110100.500
simulationMIA5CFJakob Marsee442001110100.500
simulationMIA62BJavier Sanoja440000000100.000
simulationMIA73BGraham Pauley441100000200.250
simulationMIA8CJoe Mack441000000000.250
simulationMIA91BDeyvison De Los Santos440000000200.000
simulationSD12BFernando Tatis Jr.442000100100.500
simulationSD2RFDustin Harris432100111000.667
simulationSD3DHManny Machado431000111100.333
simulationSD41BTy France441100110000.250
simulationSD5CFJackson Merrill431100121200.333
simulationSD6SSXander Bogaerts431000001000.333
simulationSD73BJake Cronenworth440000110100.000
simulationSD8LFSamad Taylor440000000100.000
simulationSD9CEthan Salas440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIA1Sandy AlcantaraStarter5.17662400010.123.841.23
currentMIA2Calvin FaucherCloser1.0100010000.003.441.32
currentMIA3Michael PetersenMiddle Reliever (High Leverage)1.0000020000.003.161.12
currentMIA4Josh EknessMiddle Reliever0.2000110000.002.671.44
currentSD1Walker BuehlerStarter4.2422061003.864.581.37
currentSD2Adrian MorejonSetup Man1.0100010000.002.831.08
currentSD3Bradgley RodriguezMiddle Reliever (High Leverage)1.12222000013.501.830.97
currentSD4Mason MillerCloser1.0000000000.001.230.85
currentSD5Yuki MatsuiMiddle Reliever (High Leverage)1.0100010000.001.901.14
simulationMIA1Sandy AlcantaraStarter5.17662402510310.123.841.23
simulationMIA2Calvin FaucherCloser1.01000104160.003.441.32
simulationMIA3Michael PetersenMiddle Reliever (High Leverage)1.00001204170.003.161.12
simulationMIA4Josh EknessMiddle Reliever0.20001103120.002.671.44
simulationSD1Walker BuehlerStarter4.242206118783.864.581.37
simulationSD2Mason MillerCloser1.00000003130.001.230.85
simulationSD3Adrian MorejonSetup Man1.01000104160.002.831.08
simulationSD4Bradgley RodriguezMiddle Reliever (High Leverage)1.122220083113.501.830.97
simulationSD5Yuki MatsuiMiddle Reliever (High Leverage)1.01000104160.001.901.14
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MIASandy AlcantaraStarter5.1672425103
MIACalvin FaucherCloser1.00101416
MIAMichael PetersenMiddle Reliever (High Leverage)1.00012417
MIAJosh EknessMiddle Reliever0.20011312
SDWalker BuehlerStarter4.224061878
SDAdrian MorejonSetup Man1.00101416
SDBradgley RodriguezMiddle Reliever (High Leverage)1.12220831
SDMason MillerCloser1.00000313
SDYuki MatsuiMiddle Reliever (High Leverage)1.00101416
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.

20260920_MIL@BAL

20260920_MIL@BAL.json • 2026-09-20

MIL 7 - BAL 1
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_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_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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL 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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=29; H: current=6, sim=2; HR: current=1, sim=0; RBI: current=4, sim=1; R: current=3, sim=1; SO: current=12, sim=10).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: Dylan Beavers: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Samuel Basallo: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Gunnar Henderson: 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=2; Pete Alonso: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Leody Taveras: SO current=1 box=2; Coby Mayo: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Colton Cowser: H current=0 box=1, SO current=2 box=0; Jeremiah Jackson: AB current=4 box=3, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=8, sim=11; 2B: current=1, sim=3; 3B: current=0, sim=1; RBI: current=4, sim=7; R: current=6, sim=7; BB: current=4, sim=1; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: William Contreras: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2; Joey Ortiz: 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1, SO current=1 box=2; Jake Bauers: HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0, SO current=1 box=0; Brice Turang: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Jackson Chourio: AB current=4 box=5, H current=1 box=2, HR current=1 box=0, RBI current=1 box=0; Christian Yelich: BB current=1 box=0, SO current=1 box=2; Cooper Pratt: AB current=3 box=4, 3B current=0 box=1; Sal Frelick: AB current=3 box=4, H 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.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match MIL pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match MIL pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match MIL pitching: 10.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=32 matches MIL BF=32.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match BAL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match BAL pitching: 11.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match BAL pitching: 9.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=39 matches BAL BF=39.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 7.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.920 -> 0.922 at weight 0.025.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.92, 'sample_size': 5, 'empirical_hit_rate': 1.0, 'empirical_weight': 0.025, 'blended_confidence': 0.922, 'published_confidence': 0.62922, '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_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_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]: 0.629.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.629.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.371.
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: 0.510/0.701.
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: MIL 11, BAL 2.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 7 - BAL 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.62922, 'h2h_net_margin': 2, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'MIL', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'BAL', 'actual_winner': 'MIL', 'actual_margin': 1, 'raw_pick_probability': 0.53, 'artifact': '20260919_MIL@BAL.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'MIL', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 1, 'raw_pick_probability': 0.66567, 'artifact': '20260918_MIL@BAL.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_MIL@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@BAL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': -2.0, 'absolute_net_margin': 2.0, 'home_average_margin': -1.0, 'home_run_delta': -0.015, 'away_run_delta': 0.015, 'evidence': [{'game_id': None, 'home_margin': -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': 2, 'away_runs': 6, 'probability': 0.023183079301409518}, {'home_runs': 2, 'away_runs': 7, 'probability': 0.023128064692502896}, {'home_runs': 3, 'away_runs': 6, 'probability': 0.021791610749377386}, {'home_runs': 3, 'away_runs': 7, 'probability': 0.021739898165072446}, {'home_runs': 2, 'away_runs': 5, 'probability': 0.021550222030974422}], 'home_distribution': {'0': 0.12107418634891688, '1': 0.1766672199388382, '2': 0.20690323872034214, '3': 0.19448472665600872, '4': 0.1467271935498228, '5': 0.08884696950717917, '6': 0.043179889357068756, '7': 0.016843305639030443, '8': 0.005273270282793047}, 'away_distribution': {'0': 0.023324890572950688, '1': 0.036584319584627455, '2': 0.053213172324338594, '3': 0.07177812664325427, '4': 0.08978708855695633, '5': 0.10415604010965956, '6': 0.1120479285137948, '7': 0.1117820331646119, '8': 0.10341629583278517, '9': 0.0887267865105203, '10': 0.07059424989899105, '11': 0.052087402946603016, '12': 0.03564058972321392, '13': 0.02261548258773818, '14': 0.013308087218948645, '15': 0.007262300553018059, '16': 0.003675205257987891}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -1.6774, 'recent_quality_edge': -0.764, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.3577}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 7, 'home_runs': 1, 'score_text': 'MIL 7 - 1 BAL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 1, 'score_text': 'MIL 7 - 1 BAL', 'winner': 'MIL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0015, 'recent_form_edge_home_minus_away': -1.114, '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': 1, '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': 2, 'published_winner': 'MIL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'MIL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 6, 'simulation_margin': 6, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 7, 'home_runs': 1}, 'simulation_score': {'away_runs': 7, 'home_runs': 1}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 6, 'final_margin': 6, 'winner_quality_edge': 1.3577, 'winner': 'MIL', 'score_reviewed': {'away_runs': 7, 'home_runs': 1, '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: 164.
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: 164.
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: 143.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: MIL 7 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 7 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 7-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.629.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
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): MIL wins 7-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 7-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-1, final 7-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 7-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 8/10 = 0.800.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match MIL pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match MIL pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match MIL pitching: 10.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=32 matches MIL BF=32.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match BAL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match BAL pitching: 11.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match BAL pitching: 9.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=39 matches BAL BF=39.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 7.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.920 -> 0.922 at weight 0.025.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.92, 'sample_size': 5, 'empirical_hit_rate': 1.0, 'empirical_weight': 0.025, 'blended_confidence': 0.922, 'published_confidence': 0.62922, '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_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_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]: 0.629.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.629.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.371.
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: 0.510/0.701.
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: MIL 11, BAL 2.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 7 - BAL 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.62922, 'h2h_net_margin': 2, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'MIL', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'BAL', 'actual_winner': 'MIL', 'actual_margin': 1, 'raw_pick_probability': 0.53, 'artifact': '20260919_MIL@BAL.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'MIL', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 1, 'raw_pick_probability': 0.66567, 'artifact': '20260918_MIL@BAL.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_MIL@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@BAL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': -2.0, 'absolute_net_margin': 2.0, 'home_average_margin': -1.0, 'home_run_delta': -0.015, 'away_run_delta': 0.015, 'evidence': [{'game_id': None, 'home_margin': -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': 2, 'away_runs': 6, 'probability': 0.023183079301409518}, {'home_runs': 2, 'away_runs': 7, 'probability': 0.023128064692502896}, {'home_runs': 3, 'away_runs': 6, 'probability': 0.021791610749377386}, {'home_runs': 3, 'away_runs': 7, 'probability': 0.021739898165072446}, {'home_runs': 2, 'away_runs': 5, 'probability': 0.021550222030974422}], 'home_distribution': {'0': 0.12107418634891688, '1': 0.1766672199388382, '2': 0.20690323872034214, '3': 0.19448472665600872, '4': 0.1467271935498228, '5': 0.08884696950717917, '6': 0.043179889357068756, '7': 0.016843305639030443, '8': 0.005273270282793047}, 'away_distribution': {'0': 0.023324890572950688, '1': 0.036584319584627455, '2': 0.053213172324338594, '3': 0.07177812664325427, '4': 0.08978708855695633, '5': 0.10415604010965956, '6': 0.1120479285137948, '7': 0.1117820331646119, '8': 0.10341629583278517, '9': 0.0887267865105203, '10': 0.07059424989899105, '11': 0.052087402946603016, '12': 0.03564058972321392, '13': 0.02261548258773818, '14': 0.013308087218948645, '15': 0.007262300553018059, '16': 0.003675205257987891}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -1.6774, 'recent_quality_edge': -0.764, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -1.3577}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 7, 'home_runs': 1, 'score_text': 'MIL 7 - 1 BAL', 'winner': 'MIL'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 1, 'score_text': 'MIL 7 - 1 BAL', 'winner': 'MIL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0015, 'recent_form_edge_home_minus_away': -1.114, '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': 1, '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': 2, 'published_winner': 'MIL', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'MIL', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 6, 'simulation_margin': 6, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 7, 'home_runs': 1}, 'simulation_score': {'away_runs': 7, 'home_runs': 1}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 6, 'final_margin': 6, 'winner_quality_edge': 1.3577, 'winner': 'MIL', 'score_reviewed': {'away_runs': 7, 'home_runs': 1, '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: 164.
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: 164.
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: 143.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: MIL 7 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 7 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 7-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.629.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
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): MIL wins 7-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 7-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-1, final 7-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 7-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 8/10 = 0.800.
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_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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL 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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=29; H: current=6, sim=2; HR: current=1, sim=0; RBI: current=4, sim=1; R: current=3, sim=1; SO: current=12, sim=10).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: Dylan Beavers: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Samuel Basallo: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Gunnar Henderson: 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=2; Pete Alonso: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Leody Taveras: SO current=1 box=2; Coby Mayo: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Colton Cowser: H current=0 box=1, SO current=2 box=0; Jeremiah Jackson: AB current=4 box=3, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=8, sim=11; 2B: current=1, sim=3; 3B: current=0, sim=1; RBI: current=4, sim=7; R: current=6, sim=7; BB: current=4, sim=1; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: William Contreras: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2; Joey Ortiz: 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1, SO current=1 box=2; Jake Bauers: HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0, SO current=1 box=0; Brice Turang: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Jackson Chourio: AB current=4 box=5, H current=1 box=2, HR current=1 box=0, RBI current=1 box=0; Christian Yelich: BB current=1 box=0, SO current=1 box=2; Cooper Pratt: AB current=3 box=4, 3B current=0 box=1; Sal Frelick: AB current=3 box=4, H 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_ml5.0785727428776182.5382994361377005Base ML historical model prediction
variance_applied53Deterministic baseline target (variance factor 1.0)
enhanced_prediction620.629Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment71Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review71Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target71Capped at max 12 realistic runs
simulation_result71Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIL000003400711
BAL00001000012
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMILbatting33810146480000
currentMILpitching2013109.0100
currentBALbatting336101433120000
currentBALpitching1117199.0600
simulationMILbatting3711311771910
simulationMILpitching2013109.0132143
simulationBALbatting2921001131000
simulationBALpitching1117199.0739164
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMILCWilliam Contreras041000111100.250
currentMIL3BJoey Ortiz041000000100.250
currentMIL1BJake Bauers041000111100.250
currentMIL2BBrice Turang041100111100.250
currentMILLFJackson Chourio041001110100.250
currentMILDHChristian Yelich041000101100.250
currentMILSSCooper Pratt031000000100.333
currentMILRFSal Frelick031000000000.333
currentMILCFGarrett Mitchell030000100100.000
currentBALLFDylan Beavers041100011200.250
currentBALDHSamuel Basallo041000010100.250
currentBALSSGunnar Henderson041000101100.250
currentBAL1BPete Alonso041001111100.250
currentBALRFLeody Taveras030000000100.000
currentBAL3BCoby Mayo041000110200.250
currentBALCFColton Cowser030000000200.000
currentBALCCarlos Narváez030000000100.000
currentBAL2BJeremiah Jackson041000000100.250
simulationMIL1LFJackson Chourio552000100100.400
simulationMIL22BBrice Turang552100100100.400
simulationMIL3CWilliam Contreras552100120100.400
simulationMIL41BJake Bauers441001120000.250
simulationMIL53BJoey Ortiz441100120200.250
simulationMIL6DHChristian Yelich441000100200.250
simulationMIL7SSCooper Pratt441010000100.250
simulationMIL8CFGarrett Mitchell421000111000.500
simulationMIL9RFSal Frelick440000000100.000
simulationBAL1LFDylan Beavers440000000200.000
simulationBAL21BPete Alonso430000001000.000
simulationBAL3SSGunnar Henderson441100110200.250
simulationBAL43BCoby Mayo430000001100.000
simulationBAL5DHSamuel Basallo430000001100.000
simulationBAL62BJeremiah Jackson330000000100.000
simulationBAL7CFColton Cowser331000000000.333
simulationBAL8RFLeody Taveras330000000200.000
simulationBAL9CCarlos Narváez330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIL1Jacob MisiorowskiStarter6.0111380001.501.890.81
currentMIL2Aaron AshbyMiddle Reliever (High Leverage)1.0100000000.003.271.37
currentMIL3Abner UribeSetup Man1.0000020000.002.041.03
currentMIL4Trevor MegillCloser1.0000000000.002.150.89
currentBAL1Brandon YoungStarter5.2633170004.763.651.37
currentBAL2Andrew KittredgeCloser1.04320010018.003.611.37
currentBAL3Rico GarciaSetup Man1.0111010009.002.630.94
currentBAL5Yennier CanoMiddle Reliever (High Leverage)1.1000010000.002.250.92
simulationMIL1Jacob MisiorowskiStarter6.0111380221011.501.890.81
simulationMIL2Trevor MegillCloser1.00000003130.002.150.89
simulationMIL3Abner UribeSetup Man1.00000203130.002.041.03
simulationMIL4Aaron AshbyMiddle Reliever (High Leverage)1.01000004160.003.271.37
simulationBAL1Brandon YoungStarter5.2633170241054.763.651.37
simulationBAL2Andrew KittredgeCloser1.043300172527.003.611.37
simulationBAL3Rico GarciaSetup Man1.01110104169.002.630.94
simulationBAL4Yennier CanoMiddle Reliever (High Leverage)1.10000104180.002.250.92
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MILJacob MisiorowskiStarter6.0113822101
MILAaron AshbyMiddle Reliever (High Leverage)1.00100416
MILAbner UribeSetup Man1.00002313
MILTrevor MegillCloser1.00000313
BALBrandon YoungStarter5.2361724105
BALAndrew KittredgeCloser1.03400725
BALRico GarciaSetup Man1.01101416
BALYennier CanoMiddle Reliever (High Leverage)1.10001418
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.

20260920_MIN@LAA

20260920_MIN@LAA.json • 2026-09-20

MIN 4 - LAA 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 101INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (2B: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=11, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Mike Trout: HR current=1 box=0, RBI current=0 box=1, BB current=1 box=0; Vaughn Grissom: 2B current=0 box=1, RBI current=1 box=0; Wade Meckler: AB current=4 box=3, RBI current=0 box=1, SO current=1 box=0; Moisés Ballesteros: H current=1 box=0, SO current=1 box=2; Josh Lowe: H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Jose Siri: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1, SO current=2 box=1; Christian Moore: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=2; Denzer Guzman: H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 2B: current=1, sim=4; HR: current=1, sim=0; R: current=3, sim=4; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Kody Clemens: H current=1 box=2, 2B current=0 box=1, HR current=1 box=0; Alan Roden: AB current=3 box=4, H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1; Josh Bell: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Royce Lewis: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Emmanuel Rodriguez: H current=1 box=0; Walker Jenkins: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Victor Caratini: AB current=3 box=4, H current=0 box=1; Brooks Lee: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match MIN pitching: 7.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match MIN pitching: 7.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches MIN BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match LAA pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match LAA pitching: 5.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=37 matches LAA BF=37.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.544 -> 0.545 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.543652, 'sample_size': 490, 'empirical_hit_rate': 0.5469, 'empirical_weight': 0.5, 'blended_confidence': 0.545276, 'published_confidence': 0.505383, '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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_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: 0.510/0.701.
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: MIN 7, LAA 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 4 - LAA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAA; 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 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'LAA', 'opponent_team': 'MIN', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'LAA'}, {'date': '2026-09-18', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'MIN'}, {'date': '2026-09-17', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'LAA'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 6, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'MIN', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'LAA', 'actual_margin': 1, 'raw_pick_probability': 0.554366, 'artifact': '20260919_MIN@LAA.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'MIN', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'MIN', 'actual_margin': 3, 'raw_pick_probability': 0.534344, 'artifact': '20260918_MIN@LAA.json', 'verification': 'pregame_official_final'}, {'date': '20260917', 'away': 'MIN', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'LAA', 'actual_margin': 1, 'raw_pick_probability': 0.516481, 'artifact': '20260917_MIN@LAA.json', 'verification': 'pregame_official_final'}, {'date': '20260712', 'away': 'LAA', 'home': 'MIN', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'MIN', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260712_LAA@MIN.json', 'verification': 'pregame_official_final'}, {'date': '20260711', 'away': 'LAA', 'home': 'MIN', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'MIN', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260711_LAA@MIN.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAA', 'guardrail_opponent_team': 'MIN', 'output_pre_simulation_winner': 'LAA', 'output_opponent_team': 'MIN', 'simulation_score_winner': 'LAA', 'final_score_winner': 'LAA', 'pre_simulation_winner': 'LAA', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'MIN 4 - 5 LAA', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'MIN 4 - 5 LAA', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.017, 'recent_form_edge_home_minus_away': 0.406, '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': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAA', 'published_winner_draw_share': 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': 0.0618, 'winner': 'LAA', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_MIN@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@LAA.
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': -3.0}, {'game_id': None, 'home_margin': 1.0}, {'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': 0.023048564778431035}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.022298588030153586}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.022037079653614556}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.021320015597825048}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02124092438339069}], 'home_distribution': {'0': 0.059010715457689614, '1': 0.09021976401509106, '2': 0.1215380245575636, '3': 0.14426545150662168, '4': 0.15088712554499392, '5': 0.13905343152332122, '6': 0.11291481207272178, '7': 0.08079040795237372, '8': 0.05093406824969624, '9': 0.028294147318390053, '10': 0.013849195140588386, '11': 0.005972994827862464, '12': 0.0022698618330862764}, 'away_distribution': {'0': 0.06137349402163892, '1': 0.09367414806251767, '2': 0.12555514928185396, '3': 0.14778323829559759, '4': 0.1527536872028094, '5': 0.13865454141504077, '6': 0.11052292467039625, '7': 0.07736535309730665, '8': 0.04755722755128754, '9': 0.025672160451394622, '10': 0.01216982075248789, '11': 0.005066194021746525, '12': 0.0018520611759224044}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -0.1613, 'recent_quality_edge': 0.476, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0618}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'MIN 4 - 5 LAA', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'MIN 4 - 5 LAA', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.017, 'recent_form_edge_home_minus_away': 0.406, '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': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAA', 'published_winner_draw_share': 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': 0.0618, 'winner': 'LAA', '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: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
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: 143.
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: 150.
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.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 8.2.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIN 4 - 5 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 4 - 5 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAA wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAA, simulation=LAA, published=LAA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAA wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAA 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: LAA wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match MIN pitching: 7.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match MIN pitching: 7.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches MIN BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match LAA pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match LAA pitching: 5.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=37 matches LAA BF=37.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.544 -> 0.545 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.543652, 'sample_size': 490, 'empirical_hit_rate': 0.5469, 'empirical_weight': 0.5, 'blended_confidence': 0.545276, 'published_confidence': 0.505383, '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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_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: 0.510/0.701.
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: MIN 7, LAA 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 4 - LAA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAA; 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 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'LAA', 'opponent_team': 'MIN', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 6, 'opponent_runs': 5, 'margin_for_predicted_team': 1, 'winner': 'LAA'}, {'date': '2026-09-18', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'MIN'}, {'date': '2026-09-17', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'LAA'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 6, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'MIN', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'LAA', 'actual_margin': 1, 'raw_pick_probability': 0.554366, 'artifact': '20260919_MIN@LAA.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'MIN', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'LAA', 'actual_winner': 'MIN', 'actual_margin': 3, 'raw_pick_probability': 0.534344, 'artifact': '20260918_MIN@LAA.json', 'verification': 'pregame_official_final'}, {'date': '20260917', 'away': 'MIN', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'LAA', 'actual_margin': 1, 'raw_pick_probability': 0.516481, 'artifact': '20260917_MIN@LAA.json', 'verification': 'pregame_official_final'}, {'date': '20260712', 'away': 'LAA', 'home': 'MIN', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'MIN', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260712_LAA@MIN.json', 'verification': 'pregame_official_final'}, {'date': '20260711', 'away': 'LAA', 'home': 'MIN', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'MIN', 'actual_margin': 2, 'raw_pick_probability': 0.64, 'artifact': '20260711_LAA@MIN.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAA', 'guardrail_opponent_team': 'MIN', 'output_pre_simulation_winner': 'LAA', 'output_opponent_team': 'MIN', 'simulation_score_winner': 'LAA', 'final_score_winner': 'LAA', 'pre_simulation_winner': 'LAA', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'MIN 4 - 5 LAA', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'MIN 4 - 5 LAA', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.017, 'recent_form_edge_home_minus_away': 0.406, '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': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAA', 'published_winner_draw_share': 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': 0.0618, 'winner': 'LAA', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_MIN@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@LAA.
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': -3.0}, {'game_id': None, 'home_margin': 1.0}, {'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': 0.023048564778431035}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.022298588030153586}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.022037079653614556}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.021320015597825048}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02124092438339069}], 'home_distribution': {'0': 0.059010715457689614, '1': 0.09021976401509106, '2': 0.1215380245575636, '3': 0.14426545150662168, '4': 0.15088712554499392, '5': 0.13905343152332122, '6': 0.11291481207272178, '7': 0.08079040795237372, '8': 0.05093406824969624, '9': 0.028294147318390053, '10': 0.013849195140588386, '11': 0.005972994827862464, '12': 0.0022698618330862764}, 'away_distribution': {'0': 0.06137349402163892, '1': 0.09367414806251767, '2': 0.12555514928185396, '3': 0.14778323829559759, '4': 0.1527536872028094, '5': 0.13865454141504077, '6': 0.11052292467039625, '7': 0.07736535309730665, '8': 0.04755722755128754, '9': 0.025672160451394622, '10': 0.01216982075248789, '11': 0.005066194021746525, '12': 0.0018520611759224044}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -0.1613, 'recent_quality_edge': 0.476, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': 0.0618}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'MIN 4 - 5 LAA', 'winner': 'LAA'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'MIN 4 - 5 LAA', 'winner': 'LAA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.017, 'recent_form_edge_home_minus_away': 0.406, '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': 'LAA', 'model_winner': 'LAA', 'simulation_winner': 'LAA', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 2, 'published_winner': 'LAA', 'published_winner_draw_share': 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': 0.0618, 'winner': 'LAA', '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: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
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: 143.
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: 150.
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.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 8.2.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIN 4 - 5 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 4 - 5 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAA wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAA, simulation=LAA, published=LAA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.505.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAA wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAA 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: LAA wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN 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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (2B: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=11, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Mike Trout: HR current=1 box=0, RBI current=0 box=1, BB current=1 box=0; Vaughn Grissom: 2B current=0 box=1, RBI current=1 box=0; Wade Meckler: AB current=4 box=3, RBI current=0 box=1, SO current=1 box=0; Moisés Ballesteros: H current=1 box=0, SO current=1 box=2; Josh Lowe: H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Jose Siri: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1, SO current=2 box=1; Christian Moore: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=2; Denzer Guzman: H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; 2B: current=1, sim=4; HR: current=1, sim=0; R: current=3, sim=4; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Kody Clemens: H current=1 box=2, 2B current=0 box=1, HR current=1 box=0; Alan Roden: AB current=3 box=4, H current=0 box=1, 2B current=0 box=1, RBI current=0 box=1; Josh Bell: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Royce Lewis: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Emmanuel Rodriguez: H current=1 box=0; Walker Jenkins: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Victor Caratini: AB current=3 box=4, H current=0 box=1; Brooks Lee: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.2848617930879523.904143975002345Base ML historical model prediction
variance_applied44Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.505Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment45Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIN00010003047
LAA01000002257
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMINbatting33710143380000
currentMINpitching715378.0500
currentLAAbatting337101443110000
currentLAApitching704359.0400
simulationMINbatting347400443500
simulationMINpitching715378.2536150
simulationLAAbatting337201553700
simulationLAApitching704359.0437143
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIN2BKody Clemens041001110100.250
currentMINRFAlan Roden030000001000.000
currentMINDHJosh Bell041100011100.250
currentMIN1BRoyce Lewis041000000100.250
currentMINLFEmmanuel Rodriguez041000000100.250
currentMINCFWalker Jenkins041000111100.250
currentMINCVictor Caratini030000000100.000
currentMIN3BBrooks Lee041000010100.250
currentMINSSBen Ross031000100100.333
currentLAADHMike Trout041001101100.250
currentLAA1BVaughn Grissom041000010100.250
currentLAALFWade Meckler041000101100.250
currentLAACMoisés Ballesteros041000000100.250
currentLAARFJosh Lowe030000000100.000
currentLAACFJose Siri031000010200.333
currentLAA2BChristian Moore030000000100.000
currentLAA3BDenzer Guzman041000110100.250
currentLAASSZach Neto041100111200.250
simulationMIN1CFWalker Jenkins540000001200.000
simulationMIN23BBrooks Lee431100121000.333
simulationMIN32BKody Clemens442100110100.500
simulationMIN4DHJosh Bell440000000000.000
simulationMIN5RFAlan Roden441100110000.250
simulationMIN61BRoyce Lewis432100101000.667
simulationMIN7CVictor Caratini441000000100.250
simulationMIN8LFEmmanuel Rodriguez440000000100.000
simulationMIN9SSBen Ross440000000000.000
simulationLAA1SSZach Neto441000000000.250
simulationLAA2DHMike Trout441000110100.250
simulationLAA3LFWade Meckler431000111000.333
simulationLAA41BVaughn Grissom441100000100.250
simulationLAA5CMoisés Ballesteros440000000200.000
simulationLAA63BDenzer Guzman440000000100.000
simulationLAA7RFJosh Lowe431100111100.333
simulationLAA8CFJose Siri431000101100.333
simulationLAA92BChristian Moore441001120000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIN1Dean KremerStarter4.2222230003.865.351.24
currentMIN2A.J. MinterMiddle Reliever (High Leverage)1.1211021006.752.091.02
currentMIN3Jeff HoffmanSetup Man1.03221100018.003.461.31
currentMIN6Yoendrys GómezCloser1.0000010000.004.481.51
currentLAA1Ryan JohnsonStarter5.2211150001.594.881.34
currentLAA2Ben JoyceCloser1.1200000000.004.111.11
currentLAA3Ryan WatsonSetup Man1.03332000027.004.061.28
currentLAA5Tayler SaucedoMiddle Reliever (High Leverage)1.0000000000.002.660.98
simulationMIN1Dean KremerStarter4.222223020853.865.351.24
simulationMIN2Yoendrys GómezCloser1.00000103130.004.481.51
simulationMIN3Jeff HoffmanSetup Man1.032211072618.003.461.31
simulationMIN4A.J. MinterMiddle Reliever (High Leverage)2.02110216264.502.091.02
simulationLAA1Ryan JohnsonStarter5.221115020811.594.881.34
simulationLAA2Ben JoyceCloser1.12000006230.004.111.11
simulationLAA3Ryan WatsonSetup Man1.033320082627.004.061.28
simulationLAA4Tayler SaucedoMiddle Reliever (High Leverage)1.00000003130.002.660.98
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MINDean KremerStarter4.222232085
MINA.J. MinterMiddle Reliever (High Leverage)2.01202626
MINJeff HoffmanSetup Man1.02311726
MINYoendrys GómezCloser1.00001313
LAARyan JohnsonStarter5.212152081
LAABen JoyceCloser1.10200623
LAARyan WatsonSetup Man1.03320826
LAATayler SaucedoMiddle 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.

20260920_NYY@ARI

20260920_NYY@ARI.json • 2026-09-20

NYY 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_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-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; 2B: current=1, sim=0; HR: current=1, sim=2; BB: current=3, sim=4; SO: current=6, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Lars Nootbaar: AB current=4 box=5, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Geraldo Perdomo: AB current=4 box=3, H current=1 box=0; Gabriel Moreno: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Jesús Sánchez: BB current=0 box=1, SO current=1 box=0; Corbin Carroll: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Tim Tawa: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Ketel Marte: AB current=4 box=5, H current=1 box=3, HR current=0 box=1, RBI current=1 box=2; Pavin Smith: R current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=8, sim=7; 2B: current=1, sim=0; 3B: current=0, sim=1; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Heliot Ramos: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Cody Bellinger: AB current=4 box=5, RBI current=1 box=0, BB current=1 box=0, SO current=0 box=1; Luis García Jr.: AB current=4 box=5, 2B current=1 box=0, 3B current=0 box=1, SO current=0 box=1; Anthony Volpe: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; George Lombard Jr.: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, BB current=0 box=1; José Caballero: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Ben Rice: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Spencer Jones: AB current=4 box=2, H current=1 box=0, RBI current=1 box=0, BB 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.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match NYY pitching: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match NYY pitching: 8.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match NYY pitching: 5.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=39 matches NYY BF=39.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match ARI pitching: 6.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match ARI pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match ARI pitching: 7.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match ARI pitching: 9.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=40 matches ARI BF=40.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.680 -> 0.619 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.679922, 'sample_size': 749, 'empirical_hit_rate': 0.5581, 'empirical_weight': 0.5, 'blended_confidence': 0.619011, 'published_confidence': 0.544883, '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-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY 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_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]: 0.545.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.545.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.455.
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: 0.510/0.701.
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: NYY 7, ARI 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 6 - ARI 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.56, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'ARI', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'ARI'}, {'date': '2026-09-18', 'predicted_team_runs': 9, 'opponent_runs': 2, 'margin_for_predicted_team': 7, 'winner': 'NYY'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'NYY', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'ARI', 'actual_margin': 2, 'raw_pick_probability': 0.711249, 'artifact': '20260919_NYY@ARI.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'NYY', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 7, 'raw_pick_probability': 0.505, 'artifact': '20260918_NYY@ARI.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'ARI', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'ARI', 'simulation_score_winner': 'NYY', 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 ARI', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 ARI', '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': -0.0091, 'recent_form_edge_home_minus_away': -0.68, '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': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, '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': 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': 0.9081, 'winner': 'NYY', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_NYY@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@ARI.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': -5.0, 'absolute_net_margin': 5.0, 'home_average_margin': -2.5, 'home_run_delta': -0.0375, 'away_run_delta': 0.0375, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -7.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 6, 'probability': 0.017474970673403707}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.017182745675124282}, {'home_runs': 5, 'away_runs': 6, 'probability': 0.01674945093815011}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01646935843538948}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.016313742705869685}], 'home_distribution': {'0': 0.05288501602540803, '1': 0.08120792278287203, '2': 0.11083929450550074, '3': 0.13446792192633056, '4': 0.14500174319282355, '5': 0.1389816114112761, '6': 0.11840527524915405, '7': 0.08966322389962808, '8': 0.06035138457320812, '9': 0.03610685945384938, '10': 0.01920090869153062, '11': 0.009075769109162924, '12': 0.003813069179255806}, 'away_distribution': {'0': 0.030150794613078274, '1': 0.04704964585098908, '2': 0.0673949281541091, '3': 0.08861583416460864, '4': 0.10695687479711823, '5': 0.1185002696986521, '6': 0.12051559028614892, '7': 0.11250721782134471, '8': 0.09641193460558349, '9': 0.07583932679679876, '10': 0.054761003797163865, '11': 0.03629623607004138, '12': 0.02208335433195028, '13': 0.012333369707667768, '14': 0.0063228331115394235, '15': 0.0029754656921296046, '16': 0.0012853205010764405}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -1.0309, 'recent_quality_edge': -0.68, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.9081}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 ARI', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 ARI', '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': -0.0091, 'recent_form_edge_home_minus_away': -0.68, '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': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, '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': 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': 0.9081, 'winner': 'NYY', '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: 171.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 176.
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: 176.
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: 171.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY 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_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_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_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: NYY 6 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 6 - 4 ARI.
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: 0.545.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYY wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY 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: NYY 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: 2/10 = 0.200.
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
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match NYY pitching: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match NYY pitching: 8.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match NYY pitching: 5.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=39 matches NYY BF=39.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match ARI pitching: 6.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match ARI pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match ARI pitching: 7.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match ARI pitching: 9.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=40 matches ARI BF=40.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.680 -> 0.619 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.679922, 'sample_size': 749, 'empirical_hit_rate': 0.5581, 'empirical_weight': 0.5, 'blended_confidence': 0.619011, 'published_confidence': 0.544883, '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-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY 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_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]: 0.545.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.545.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.455.
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: 0.510/0.701.
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: NYY 7, ARI 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 6 - ARI 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.56, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'ARI', 'h2h_net_margin': 5, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'ARI'}, {'date': '2026-09-18', 'predicted_team_runs': 9, 'opponent_runs': 2, 'margin_for_predicted_team': 7, 'winner': 'NYY'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'NYY', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'ARI', 'actual_margin': 2, 'raw_pick_probability': 0.711249, 'artifact': '20260919_NYY@ARI.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'NYY', 'home': 'ARI', 'game_number': 1, 'predicted_team': 'NYY', 'actual_winner': 'NYY', 'actual_margin': 7, 'raw_pick_probability': 0.505, 'artifact': '20260918_NYY@ARI.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYY', 'guardrail_opponent_team': 'ARI', 'output_pre_simulation_winner': 'NYY', 'output_opponent_team': 'ARI', 'simulation_score_winner': 'NYY', 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 ARI', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 ARI', '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': -0.0091, 'recent_form_edge_home_minus_away': -0.68, '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': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, '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': 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': 0.9081, 'winner': 'NYY', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_NYY@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@ARI.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': -5.0, 'absolute_net_margin': 5.0, 'home_average_margin': -2.5, 'home_run_delta': -0.0375, 'away_run_delta': 0.0375, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -7.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 6, 'probability': 0.017474970673403707}, {'home_runs': 4, 'away_runs': 5, 'probability': 0.017182745675124282}, {'home_runs': 5, 'away_runs': 6, 'probability': 0.01674945093815011}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01646935843538948}, {'home_runs': 4, 'away_runs': 7, 'probability': 0.016313742705869685}], 'home_distribution': {'0': 0.05288501602540803, '1': 0.08120792278287203, '2': 0.11083929450550074, '3': 0.13446792192633056, '4': 0.14500174319282355, '5': 0.1389816114112761, '6': 0.11840527524915405, '7': 0.08966322389962808, '8': 0.06035138457320812, '9': 0.03610685945384938, '10': 0.01920090869153062, '11': 0.009075769109162924, '12': 0.003813069179255806}, 'away_distribution': {'0': 0.030150794613078274, '1': 0.04704964585098908, '2': 0.0673949281541091, '3': 0.08861583416460864, '4': 0.10695687479711823, '5': 0.1185002696986521, '6': 0.12051559028614892, '7': 0.11250721782134471, '8': 0.09641193460558349, '9': 0.07583932679679876, '10': 0.054761003797163865, '11': 0.03629623607004138, '12': 0.02208335433195028, '13': 0.012333369707667768, '14': 0.0063228331115394235, '15': 0.0029754656921296046, '16': 0.0012853205010764405}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -1.0309, 'recent_quality_edge': -0.68, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.9081}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 ARI', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 4, 'score_text': 'NYY 6 - 4 ARI', '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': -0.0091, 'recent_form_edge_home_minus_away': -0.68, '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': 'NYY', 'model_winner': 'NYY', 'simulation_winner': 'NYY', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 3, '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': 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': 0.9081, 'winner': 'NYY', '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: 171.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 176.
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: 176.
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: 171.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY 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_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_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_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: NYY 6 - 4 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 6 - 4 ARI.
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: 0.545.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): NYY wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY 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: NYY 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: 2/10 = 0.200.
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_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_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-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; 2B: current=1, sim=0; HR: current=1, sim=2; BB: current=3, sim=4; SO: current=6, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Lars Nootbaar: AB current=4 box=5, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Geraldo Perdomo: AB current=4 box=3, H current=1 box=0; Gabriel Moreno: AB current=4 box=5, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Jesús Sánchez: BB current=0 box=1, SO current=1 box=0; Corbin Carroll: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Tim Tawa: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Ketel Marte: AB current=4 box=5, H current=1 box=3, HR current=0 box=1, RBI current=1 box=2; Pavin Smith: R current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=8, sim=7; 2B: current=1, sim=0; 3B: current=0, sim=1; HR: current=1, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Heliot Ramos: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Cody Bellinger: AB current=4 box=5, RBI current=1 box=0, BB current=1 box=0, SO current=0 box=1; Luis García Jr.: AB current=4 box=5, 2B current=1 box=0, 3B current=0 box=1, SO current=0 box=1; Anthony Volpe: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; George Lombard Jr.: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, BB current=0 box=1; José Caballero: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Ben Rice: AB current=4 box=3, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Spencer Jones: AB current=4 box=2, H current=1 box=0, RBI current=1 box=0, BB 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_ml4.46529353899403254.321166725356822Base ML historical model prediction
variance_applied44Deterministic baseline target (variance factor 1.0)
enhanced_prediction640.545Enhanced 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
NYY00002220067
ARI10001020048
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYYbatting32810145370000
currentNYYpitching824459.0400
currentARIbatting33810144360000
currentARIpitching726699.0600
simulationNYYbatting347012666900
simulationNYYpitching824459.0439171
simulationARIbatting358002444500
simulationARIpitching726699.0640176
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYYRFHeliot Ramos031000100100.333
currentNYYLFCody Bellinger041000111000.250
currentNYY1BLuis García Jr.041100110000.250
currentNYY2BAnthony Volpe031000000100.333
currentNYYSSGeorge Lombard Jr.041000100100.250
currentNYY3BJosé Caballero031000000100.333
currentNYYDHBen Rice041001111100.250
currentNYYCFSpencer Jones041000010100.250
currentNYYCAustin Wells030000001100.000
currentARILFLars Nootbaar041000001100.250
currentARISSGeraldo Perdomo041000001000.250
currentARICGabriel Moreno041100110000.250
currentARIDHJesús Sánchez030000000100.000
currentARIRFCorbin Carroll041000111100.250
currentARICFTim Tawa031000000100.333
currentARI2BKetel Marte041000110000.250
currentARI1BPavin Smith031000000100.333
currentARI3BNolan Arenado041001110100.250
simulationNYY1DHBen Rice530000002200.000
simulationNYY2LFCody Bellinger551000100100.200
simulationNYY3RFHeliot Ramos542001121100.500
simulationNYY41BLuis García Jr.551010110100.200
simulationNYY5SSGeorge Lombard Jr.430000111200.000
simulationNYY6CFSpencer Jones420000002000.000
simulationNYY72BAnthony Volpe441000100000.250
simulationNYY8CAustin Wells440000000100.000
simulationNYY93BJosé Caballero442001120100.500
simulationARI1LFLars Nootbaar552000110000.400
simulationARI22BKetel Marte553001120100.600
simulationARI3CGabriel Moreno550000000100.000
simulationARI4SSGeraldo Perdomo430000001000.000
simulationARI5RFCorbin Carroll440000000200.000
simulationARI63BNolan Arenado430000001000.000
simulationARI7DHJesús Sánchez430000001000.000
simulationARI81BPavin Smith431000101000.333
simulationARI9CFTim Tawa442001110100.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYY1Will WarrenStarter5.1422441003.383.891.36
currentNYY2Brent HeadrickSetup Man1.02220010018.001.891.17
currentNYY3David BednarCloser1.0000000000.002.581.04
currentNYY4Paul BlackburnMiddle Reliever (High Leverage)1.0000010000.001.631.07
currentNYY5Tim HillMiddle Reliever (High Leverage)0.2200000000.004.311.07
currentARI1Corbin BurnesStarter4.0322550004.505.871.17
currentARI2Brandyn GarciaCloser1.12220110013.501.740.68
currentARI3Jonathan LoáisigaMiddle Reliever (High Leverage)1.0000010000.002.801.11
currentARI4Juan MorilloSetup Man1.22221110010.802.540.98
currentARI5Kevin GinkelMiddle Reliever (High Leverage)1.0000010000.003.041.12
simulationNYY1Will WarrenStarter5.1422441241073.383.891.36
simulationNYY2David BednarCloser1.00000003130.002.581.04
simulationNYY3Brent HeadrickSetup Man1.022200152418.001.891.17
simulationNYY4Paul BlackburnMiddle Reliever (High Leverage)1.00000103130.001.631.07
simulationNYY5Tim HillMiddle Reliever (High Leverage)0.22000004140.004.311.07
simulationARI1Corbin BurnesStarter4.032255020914.505.871.17
simulationARI2Brandyn GarciaCloser1.122201162313.501.740.68
simulationARI3Juan MorilloSetup Man1.222211183610.802.540.98
simulationARI4Jonathan LoáisigaMiddle Reliever (High Leverage)1.00000103130.002.801.11
simulationARI5Kevin GinkelMiddle Reliever (High Leverage)1.00000103130.003.041.12
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYYWill WarrenStarter5.1244424107
NYYBrent HeadrickSetup Man1.02200524
NYYDavid BednarCloser1.00000313
NYYPaul BlackburnMiddle Reliever (High Leverage)1.00001313
NYYTim HillMiddle Reliever (High Leverage)0.20200414
ARICorbin BurnesStarter4.023552091
ARIBrandyn GarciaCloser1.12201623
ARIJonathan LoáisigaMiddle Reliever (High Leverage)1.00001313
ARIJuan MorilloSetup Man1.22211836
ARIKevin GinkelMiddle Reliever (High Leverage)1.00001313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260920_OAK@CLE

20260920_OAK@CLE.json • 2026-09-20

OAK 4 - CLE 7
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_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_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=8, sim=11; RBI: current=4, sim=7; R: current=4, sim=7; BB: current=4, sim=0; SF: current=0, sim=1; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Steven Kwan: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Jo Adell: RBI current=1 box=2, R current=0 box=1; Travis Bazzana: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=3; José Ramírez: H current=1 box=2, 2B current=1 box=0, RBI current=0 box=1, BB current=1 box=0; Chase DeLauter: H current=1 box=2, 2B current=1 box=0, RBI current=1 box=0, R current=0 box=1; Angel Genao: AB current=3 box=4; Nathaniel Lowe: 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Patrick Bailey: AB current=3 box=2, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-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 (H: current=7, sim=6; 2B: current=1, sim=0; R: current=3, sim=4; BB: current=3, sim=1; SO: current=11, sim=7).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: RBI current=0 box=2, BB current=1 box=0, SO current=2 box=0; Shea Langeliers: HR current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Tommy White: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Alika Williams: AB current=3 box=4, H current=1 box=0, 2B current=1 box=0, SO current=1 box=2; Jonah Heim: AB current=4 box=2, H current=0 box=1, RBI current=1 box=0, R current=0 box=1; Zack Gelof: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Lawrence Butler: H current=1 box=0, RBI current=1 box=0, BB current=1 box=0, SO current=2 box=0; Donovan Walton: AB current=3 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match OAK pitching: 0.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match OAK pitching: 11.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match OAK pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=36 matches OAK BF=36.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match CLE pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match CLE pitching: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match CLE pitching: 7.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=34 matches CLE BF=34.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.920 -> 0.745 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.92, 'sample_size': 123, 'empirical_hit_rate': 0.5691, 'empirical_weight': 0.5, 'blended_confidence': 0.74455, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.551/0.749.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: OAK 6, CLE 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 4 - CLE 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CLE; cap=0.58, reasons=predicted side recently lost this matchup by 5+ runs; recent head-to-head is split and volatile; local prediction memory shows 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'recent head-to-head is split and volatile', 'local prediction memory shows 2 straight prior same-side picks'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'OAK', 'h2h_net_margin': 2, 'opponent_breakout': False, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 12, 'opponent_runs': 6, 'margin_for_predicted_team': 6, 'winner': 'CLE'}, {'date': '2026-09-18', 'predicted_team_runs': 5, 'opponent_runs': 3, 'margin_for_predicted_team': 2, 'winner': 'CLE'}, {'date': '2026-05-03', 'predicted_team_runs': 1, 'opponent_runs': 7, 'margin_for_predicted_team': -6, 'winner': 'OAK'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'OAK', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 6, 'raw_pick_probability': 0.58, 'artifact': '20260919_OAK@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'OAK', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 2, 'raw_pick_probability': 0.58, 'artifact': '20260918_OAK@CLE.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'CLE', 'output_opponent_team': 'OAK', 'simulation_score_winner': 'CLE', 'final_score_winner': 'CLE', 'pre_simulation_winner': 'CLE', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'OAK 4 - 7 CLE', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'OAK 4 - 7 CLE', 'winner': 'CLE'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0035, 'recent_form_edge_home_minus_away': 1.358, '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': 7, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'CLE', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 7}, 'simulation_score': {'away_runs': 4, 'home_runs': 7}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4565, 'winner': 'CLE', 'score_reviewed': {'away_runs': 4, 'home_runs': 7, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_OAK@CLE.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@CLE.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 13.0, 'absolute_net_margin': 13.0, 'home_average_margin': 2.6, 'home_run_delta': 0.075, 'away_run_delta': -0.075, 'evidence': [{'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -6.0}, {'game_id': None, 'home_margin': 8.0}, {'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': 7, 'away_runs': 4, 'probability': 0.016546585603563955}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.01612675740293054}, {'home_runs': 7, 'away_runs': 3, 'probability': 0.015899606947938665}, {'home_runs': 8, 'away_runs': 4, 'probability': 0.015812276519505744}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.0154961942115797}], 'home_distribution': {'0': 0.02047390683714844, '1': 0.03218207375171822, '2': 0.047114219529960616, '3': 0.06424134855614294, '4': 0.08158343170116422, '5': 0.09649703341683943, '6': 0.10630424988918763, '7': 0.10907167056995959, '8': 0.10423125693829925, '9': 0.09277023516648976, '10': 0.07690312933631858, '11': 0.05937505703455848, '12': 0.042696152364750044, '13': 0.02859552746679122, '14': 0.017837424854725836, '15': 0.0103631282692644, '16': 0.005607564313142849, '17': 0.00282606616296418, '18': 0.0013265238405742138}, 'away_distribution': {'0': 0.060010907155153476, '1': 0.09168352585534291, '2': 0.12324596709879529, '3': 0.14577210438654195, '4': 0.1517037881339758, '5': 0.13891166713354888, '6': 0.11191835476691085, '7': 0.07933854047922664, '8': 0.04948657446200346, '9': 0.027158818550557646, '10': 0.013114587970300335, '11': 0.005572097711057391, '12': 0.0020830662965853263}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 1.6226, 'recent_quality_edge': 1.148, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.4565}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'OAK 4 - 7 CLE', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'OAK 4 - 7 CLE', 'winner': 'CLE'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0035, 'recent_form_edge_home_minus_away': 1.358, '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': 7, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'CLE', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 7}, 'simulation_score': {'away_runs': 4, 'home_runs': 7}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4565, 'winner': 'CLE', 'score_reviewed': {'away_runs': 4, 'home_runs': 7, '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: 144.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 128.
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: 128.
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: 144.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 4 - 7 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 4 - 7 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 7-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CLE, simulation=CLE, published=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CLE wins 7-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 4-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-7, final 4-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 7-4.
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: 6/10 = 0.600.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match OAK pitching: 0.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match OAK pitching: 11.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match OAK pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=36 matches OAK BF=36.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match CLE pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match CLE pitching: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match CLE pitching: 7.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=34 matches CLE BF=34.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.920 -> 0.745 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.92, 'sample_size': 123, 'empirical_hit_rate': 0.5691, 'empirical_weight': 0.5, 'blended_confidence': 0.74455, 'published_confidence': 0.58, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.551/0.749.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: OAK 6, CLE 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 4 - CLE 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CLE; cap=0.58, reasons=predicted side recently lost this matchup by 5+ runs; recent head-to-head is split and volatile; local prediction memory shows 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'recent head-to-head is split and volatile', 'local prediction memory shows 2 straight prior same-side picks'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'OAK', 'h2h_net_margin': 2, 'opponent_breakout': False, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 12, 'opponent_runs': 6, 'margin_for_predicted_team': 6, 'winner': 'CLE'}, {'date': '2026-09-18', 'predicted_team_runs': 5, 'opponent_runs': 3, 'margin_for_predicted_team': 2, 'winner': 'CLE'}, {'date': '2026-05-03', 'predicted_team_runs': 1, 'opponent_runs': 7, 'margin_for_predicted_team': -6, 'winner': 'OAK'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'OAK', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 6, 'raw_pick_probability': 0.58, 'artifact': '20260919_OAK@CLE.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'OAK', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'CLE', 'actual_winner': 'CLE', 'actual_margin': 2, 'raw_pick_probability': 0.58, 'artifact': '20260918_OAK@CLE.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'CLE', 'output_opponent_team': 'OAK', 'simulation_score_winner': 'CLE', 'final_score_winner': 'CLE', 'pre_simulation_winner': 'CLE', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'OAK 4 - 7 CLE', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'OAK 4 - 7 CLE', 'winner': 'CLE'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0035, 'recent_form_edge_home_minus_away': 1.358, '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': 7, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'CLE', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 7}, 'simulation_score': {'away_runs': 4, 'home_runs': 7}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4565, 'winner': 'CLE', 'score_reviewed': {'away_runs': 4, 'home_runs': 7, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_OAK@CLE.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@CLE.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 13.0, 'absolute_net_margin': 13.0, 'home_average_margin': 2.6, 'home_run_delta': 0.075, 'away_run_delta': -0.075, 'evidence': [{'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -6.0}, {'game_id': None, 'home_margin': 8.0}, {'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': 7, 'away_runs': 4, 'probability': 0.016546585603563955}, {'home_runs': 6, 'away_runs': 4, 'probability': 0.01612675740293054}, {'home_runs': 7, 'away_runs': 3, 'probability': 0.015899606947938665}, {'home_runs': 8, 'away_runs': 4, 'probability': 0.015812276519505744}, {'home_runs': 6, 'away_runs': 3, 'probability': 0.0154961942115797}], 'home_distribution': {'0': 0.02047390683714844, '1': 0.03218207375171822, '2': 0.047114219529960616, '3': 0.06424134855614294, '4': 0.08158343170116422, '5': 0.09649703341683943, '6': 0.10630424988918763, '7': 0.10907167056995959, '8': 0.10423125693829925, '9': 0.09277023516648976, '10': 0.07690312933631858, '11': 0.05937505703455848, '12': 0.042696152364750044, '13': 0.02859552746679122, '14': 0.017837424854725836, '15': 0.0103631282692644, '16': 0.005607564313142849, '17': 0.00282606616296418, '18': 0.0013265238405742138}, 'away_distribution': {'0': 0.060010907155153476, '1': 0.09168352585534291, '2': 0.12324596709879529, '3': 0.14577210438654195, '4': 0.1517037881339758, '5': 0.13891166713354888, '6': 0.11191835476691085, '7': 0.07933854047922664, '8': 0.04948657446200346, '9': 0.027158818550557646, '10': 0.013114587970300335, '11': 0.005572097711057391, '12': 0.0020830662965853263}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 1.6226, 'recent_quality_edge': 1.148, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.4565}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'OAK 4 - 7 CLE', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 7, 'score_text': 'OAK 4 - 7 CLE', 'winner': 'CLE'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0035, 'recent_form_edge_home_minus_away': 1.358, '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': 7, 'winner': 'CLE', 'model_winner': 'CLE', 'simulation_winner': 'CLE', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'CLE', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'CLE', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 7}, 'simulation_score': {'away_runs': 4, 'home_runs': 7}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.4565, 'winner': 'CLE', 'score_reviewed': {'away_runs': 4, 'home_runs': 7, '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: 144.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 128.
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: 128.
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: 144.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 4 - 7 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 4 - 7 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 7-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=CLE, simulation=CLE, published=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): CLE wins 7-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 4-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-7, final 4-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 7-4.
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: 6/10 = 0.600.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=8, sim=11; RBI: current=4, sim=7; R: current=4, sim=7; BB: current=4, sim=0; SF: current=0, sim=1; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Steven Kwan: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Jo Adell: RBI current=1 box=2, R current=0 box=1; Travis Bazzana: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=3; José Ramírez: H current=1 box=2, 2B current=1 box=0, RBI current=0 box=1, BB current=1 box=0; Chase DeLauter: H current=1 box=2, 2B current=1 box=0, RBI current=1 box=0, R current=0 box=1; Angel Genao: AB current=3 box=4; Nathaniel Lowe: 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Patrick Bailey: AB current=3 box=2, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-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 (H: current=7, sim=6; 2B: current=1, sim=0; R: current=3, sim=4; BB: current=3, sim=1; SO: current=11, sim=7).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: RBI current=0 box=2, BB current=1 box=0, SO current=2 box=0; Shea Langeliers: HR current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Tommy White: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Alika Williams: AB current=3 box=4, H current=1 box=0, 2B current=1 box=0, SO current=1 box=2; Jonah Heim: AB current=4 box=2, H current=0 box=1, RBI current=1 box=0, R current=0 box=1; Zack Gelof: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Lawrence Butler: H current=1 box=0, RBI current=1 box=0, BB current=1 box=0, SO current=2 box=0; Donovan Walton: AB current=3 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.77515600886446165.688038240458301Base ML historical model prediction
variance_applied46Deterministic baseline target (variance factor 1.0)
enhanced_prediction470.580Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment47Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review47Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target47Capped at max 12 realistic runs
simulation_result47Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
OAK20001000146
CLE100050010711
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentOAKbatting337101433110000
currentOAKpitching1117088.0600
currentCLEbatting33820144480000
currentCLEpitching614179.0400
simulationOAKbatting336001441700
simulationOAKpitching1117088.0736144
simulationCLEbatting3411201770811
simulationCLEpitching614179.0434128
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentOAKLFHenry Bolte041000101200.250
currentOAKDHShea Langeliers041001110100.250
currentOAK1BTommy White041000000100.250
currentOAKSSAlika Williams031100000100.333
currentOAKCJonah Heim040000010100.000
currentOAK3BZack Gelof041000110100.250
currentOAKRFLawrence Butler041000011200.250
currentOAK2BDonovan Walton031000001100.333
currentOAKCFDenzel Clarke030000000100.000
currentCLECFSteven Kwan041000101000.250
currentCLEDHJo Adell041000010100.250
currentCLE2BTravis Bazzana031000101100.333
currentCLE3BJosé Ramírez041100101100.250
currentCLERFChase DeLauter041100011100.250
currentCLESSAngel Genao031000000100.333
currentCLE1BNathaniel Lowe041000010100.250
currentCLECPatrick Bailey030000000100.000
currentCLELFAngel Martínez041001110100.250
simulationOAK1LFHenry Bolte441000120000.250
simulationOAK2DHShea Langeliers441000000000.250
simulationOAK3RFLawrence Butler440000000000.000
simulationOAK43BZack Gelof440000000200.000
simulationOAK52BDonovan Walton440000000200.000
simulationOAK61BTommy White442001110100.500
simulationOAK7SSAlika Williams440000000200.000
simulationOAK8CJonah Heim321000101000.500
simulationOAK9CFDenzel Clarke331000110000.333
simulationCLE1CFSteven Kwan440000000000.000
simulationCLE23BJosé Ramírez442000110100.500
simulationCLE3RFChase DeLauter442000100200.500
simulationCLE4DHJo Adell441000120100.250
simulationCLE52BTravis Bazzana442001130100.500
simulationCLE61BNathaniel Lowe441100100000.250
simulationCLE7LFAngel Martínez442100100000.500
simulationCLE8CPatrick Bailey420000110210.000
simulationCLE9SSAngel Genao441000000100.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentOAK1Jack PerkinsStarter4.2865041009.646.141.48
currentOAK2Seth JohnsonReliever1.1000020000.00
currentOAK3Chris RoycroftReliever1.0100020000.00
currentOAK4Hogan HarrisReliever1.0211000009.00
currentCLE1Gavin WilliamsStarter5.1433070005.063.781.10
currentCLE2Cade SmithCloser1.1000000000.002.060.99
currentCLE3Hunter GaddisSetup Man1.0100100000.002.541.13
currentCLE5Erik SabrowskiMiddle Reliever (High Leverage)1.1111001006.752.581.06
simulationOAK1Jack PerkinsStarter4.2866041239211.576.141.48
simulationOAK2Seth JohnsonReliever1.10000204170.005.081.55
simulationOAK3Chris RoycroftReliever1.01000204160.006.191.79
simulationOAK4Hogan HarrisReliever1.02110005199.003.341.43
simulationCLE1Gavin WilliamsStarter5.143307020795.063.781.10
simulationCLE2Cade SmithCloser1.10000004170.002.060.99
simulationCLE3Hunter GaddisSetup Man1.01001005120.002.541.13
simulationCLE4Erik SabrowskiMiddle Reliever (High Leverage)1.11110015206.752.581.06
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
OAKJack PerkinsStarter4.268042392
OAKSeth JohnsonReliever1.10002417
OAKChris RoycroftReliever1.00102416
OAKHogan HarrisReliever1.01200519
CLEGavin WilliamsStarter5.134072079
CLECade SmithCloser1.10000417
CLEHunter GaddisSetup Man1.00110512
CLEErik SabrowskiMiddle Reliever (High Leverage)1.11100520
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.

20260920_PHI@NYM

20260920_PHI@NYM.json • 2026-09-20

PHI 4 - NYM 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 99INFO 9

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_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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model pitcher projections differ from final simulation pitching box score (H: current=9, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=8, sim=6; 3B: current=0, sim=1; HR: current=1, sim=0; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=7; SO: current=9, sim=7).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: Francisco Lindor: H current=1 box=2, SO current=1 box=0; Carson Benge: 3B current=0 box=1, RBI current=0 box=2; Mark Vientos: AB current=4 box=5, 2B current=1 box=0, R current=0 box=1; Francisco Alvarez: H current=1 box=0, BB current=1 box=0; Juan Soto: AB current=4 box=3, HR current=1 box=0, RBI current=1 box=0, BB current=1 box=2; Bo Bichette: H current=1 box=0, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Nick Morabito: AB current=3 box=4, SO current=1 box=2; Marcus Semien: AB current=4 box=3, 2B current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model pitcher projections differ from final simulation pitching box score (H: current=5, sim=6; BB: current=5, sim=7).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=7, sim=8; 2B: current=1, sim=3; HR: current=1, sim=0; SO: current=7, sim=13).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: AB current=4 box=3, RBI current=1 box=0; Alec Bohm: 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=0 box=1; Bryson Stott: AB current=4 box=3, RBI current=1 box=0, R current=0 box=1; Trea Turner: AB current=4 box=5, H current=1 box=0, R current=1 box=0, SO current=1 box=3; J.T. Realmuto: AB current=3 box=4, SO current=1 box=2; Luis Arraez: 2B current=1 box=0, SO current=0 box=1; Brandon Marsh: AB current=3 box=4, H current=1 box=3, 2B current=0 box=1, RBI current=0 box=2; Kyle Schwarber: 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.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match PHI pitching: 7.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match PHI pitching: 0.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match PHI pitching: 6.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match PHI pitching: 7.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=40 matches PHI BF=40.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match NYM pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match NYM pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match NYM pitching: 8.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match NYM pitching: 13.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=38 matches NYM BF=38.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.545 -> 0.551 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.544835, 'sample_size': 713, 'empirical_hit_rate': 0.5568, 'empirical_weight': 0.5, 'blended_confidence': 0.550817, 'published_confidence': 0.517323, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASScurrent_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]: 0.483.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.517.
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: 0.727/0.900.
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: PHI 8, NYM 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 4 - NYM 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYM; cap=0.56, reasons=recent head-to-head is split and volatile; 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', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'NYM', 'opponent_team': 'PHI', 'h2h_net_margin': 7, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 10, 'opponent_runs': 3, 'margin_for_predicted_team': 7, 'winner': 'NYM'}, {'date': '2026-09-18', 'predicted_team_runs': 6, 'opponent_runs': 3, 'margin_for_predicted_team': 3, 'winner': 'NYM'}, {'date': '2026-09-17', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'PHI'}], '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': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'PHI', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'NYM', 'actual_margin': 7, 'raw_pick_probability': 0.529107, 'artifact': '20260919_PHI@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'PHI', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'PHI', 'actual_winner': 'NYM', 'actual_margin': 3, 'raw_pick_probability': 0.5115270000000001, 'artifact': '20260918_PHI@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260917', 'away': 'PHI', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'PHI', 'actual_margin': 3, 'raw_pick_probability': 0.544183, 'artifact': '20260917_PHI@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260718', 'away': 'NYM', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'PHI', 'actual_winner': 'PHI', 'actual_margin': 5, 'raw_pick_probability': 0.64, 'artifact': '20260718_NYM@PHI.json', 'verification': 'pregame_official_final'}, {'date': '20260716', 'away': 'NYM', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'NYM', 'actual_margin': 3, 'raw_pick_probability': 0.51, 'artifact': '20260716_NYM@PHI.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYM', 'guardrail_opponent_team': 'PHI', 'output_pre_simulation_winner': 'NYM', 'output_opponent_team': 'PHI', 'simulation_score_winner': 'NYM', 'final_score_winner': 'NYM', 'pre_simulation_winner': 'NYM', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PHI 4 - 5 NYM', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PHI 4 - 5 NYM', 'winner': 'NYM'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0771, 'recent_form_edge_home_minus_away': 0.294, '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': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'NYM', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'NYM', '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': -0.2613, 'winner': 'NYM', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_PHI@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@NYM.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 7.0, 'absolute_net_margin': 7.0, 'home_average_margin': 1.4, 'home_run_delta': 0.0404, 'away_run_delta': -0.0404, 'evidence': [{'game_id': None, 'home_margin': 7.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': -5.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.023250223759607534}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.023138046268403156}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.021957656769049847}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.021851715644588154}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02176892103120283}], 'home_distribution': {'0': 0.05653992198407758, '1': 0.08659453467237682, '2': 0.11727201382185057, '3': 0.14043226660366856, '4': 0.14869900080624318, '5': 0.13922518937617806, '6': 0.11526466877234175, '7': 0.08438071833263454, '8': 0.054620900032613565, '9': 0.03126389678360806, '10': 0.015823260816707086, '11': 0.007081373271071714, '12': 0.002802254726628518}, 'away_distribution': {'0': 0.06701082553859773, '1': 0.10186654482688735, '2': 0.1348930159049193, '3': 0.15560323971882195, '4': 0.15635763275842648, '5': 0.13686450144062773, '6': 0.1043599432472741, '7': 0.06931833621196229, '8': 0.04010824946497932, '9': 0.020215782957801954, '10': 0.008876028874716039, '11': 0.003394830754705836, '12': 0.0011310683002802055}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -0.5226, 'recent_quality_edge': 0.224, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.2613}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PHI 4 - 5 NYM', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PHI 4 - 5 NYM', 'winner': 'NYM'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0771, 'recent_form_edge_home_minus_away': 0.294, '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': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'NYM', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'NYM', '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': -0.2613, 'winner': 'NYM', '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: 182.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 173.
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: 173.
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: 182.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 4 - 5 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 4 - 5 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYM, simulation=NYM, published=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.517.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
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): NYM wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM 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: NYM wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match PHI pitching: 7.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match PHI pitching: 0.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match PHI pitching: 6.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match PHI pitching: 7.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=40 matches PHI BF=40.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match NYM pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match NYM pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match NYM pitching: 8.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match NYM pitching: 13.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=38 matches NYM BF=38.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.545 -> 0.551 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.544835, 'sample_size': 713, 'empirical_hit_rate': 0.5568, 'empirical_weight': 0.5, 'blended_confidence': 0.550817, 'published_confidence': 0.517323, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASScurrent_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]: 0.483.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.517.
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: 0.727/0.900.
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: PHI 8, NYM 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 4 - NYM 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYM; cap=0.56, reasons=recent head-to-head is split and volatile; 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', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'NYM', 'opponent_team': 'PHI', 'h2h_net_margin': 7, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 10, 'opponent_runs': 3, 'margin_for_predicted_team': 7, 'winner': 'NYM'}, {'date': '2026-09-18', 'predicted_team_runs': 6, 'opponent_runs': 3, 'margin_for_predicted_team': 3, 'winner': 'NYM'}, {'date': '2026-09-17', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'PHI'}], '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': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'PHI', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'NYM', 'actual_margin': 7, 'raw_pick_probability': 0.529107, 'artifact': '20260919_PHI@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'PHI', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'PHI', 'actual_winner': 'NYM', 'actual_margin': 3, 'raw_pick_probability': 0.5115270000000001, 'artifact': '20260918_PHI@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260917', 'away': 'PHI', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'PHI', 'actual_margin': 3, 'raw_pick_probability': 0.544183, 'artifact': '20260917_PHI@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260718', 'away': 'NYM', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'PHI', 'actual_winner': 'PHI', 'actual_margin': 5, 'raw_pick_probability': 0.64, 'artifact': '20260718_NYM@PHI.json', 'verification': 'pregame_official_final'}, {'date': '20260716', 'away': 'NYM', 'home': 'PHI', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'NYM', 'actual_margin': 3, 'raw_pick_probability': 0.51, 'artifact': '20260716_NYM@PHI.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'NYM', 'guardrail_opponent_team': 'PHI', 'output_pre_simulation_winner': 'NYM', 'output_opponent_team': 'PHI', 'simulation_score_winner': 'NYM', 'final_score_winner': 'NYM', 'pre_simulation_winner': 'NYM', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PHI 4 - 5 NYM', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PHI 4 - 5 NYM', 'winner': 'NYM'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0771, 'recent_form_edge_home_minus_away': 0.294, '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': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'NYM', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'NYM', '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': -0.2613, 'winner': 'NYM', '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_PHI@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@NYM.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 7.0, 'absolute_net_margin': 7.0, 'home_average_margin': 1.4, 'home_run_delta': 0.0404, 'away_run_delta': -0.0404, 'evidence': [{'game_id': None, 'home_margin': 7.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': -5.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 4, 'probability': 0.023250223759607534}, {'home_runs': 4, 'away_runs': 3, 'probability': 0.023138046268403156}, {'home_runs': 3, 'away_runs': 4, 'probability': 0.021957656769049847}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.021851715644588154}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.02176892103120283}], 'home_distribution': {'0': 0.05653992198407758, '1': 0.08659453467237682, '2': 0.11727201382185057, '3': 0.14043226660366856, '4': 0.14869900080624318, '5': 0.13922518937617806, '6': 0.11526466877234175, '7': 0.08438071833263454, '8': 0.054620900032613565, '9': 0.03126389678360806, '10': 0.015823260816707086, '11': 0.007081373271071714, '12': 0.002802254726628518}, 'away_distribution': {'0': 0.06701082553859773, '1': 0.10186654482688735, '2': 0.1348930159049193, '3': 0.15560323971882195, '4': 0.15635763275842648, '5': 0.13686450144062773, '6': 0.1043599432472741, '7': 0.06931833621196229, '8': 0.04010824946497932, '9': 0.020215782957801954, '10': 0.008876028874716039, '11': 0.003394830754705836, '12': 0.0011310683002802055}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -0.5226, 'recent_quality_edge': 0.224, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'conflict', 'blended_quality_edge': -0.2613}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PHI 4 - 5 NYM', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PHI 4 - 5 NYM', 'winner': 'NYM'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': False, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': -0.0771, 'recent_form_edge_home_minus_away': 0.294, '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': 'NYM', 'model_winner': 'NYM', 'simulation_winner': 'NYM', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'NYM', 'published_winner_draw_share': 0.6667, 'draw_majority_team': 'NYM', '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': -0.2613, 'winner': 'NYM', '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: 182.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 173.
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: 173.
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: 182.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 4 - 5 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 4 - 5 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYM, simulation=NYM, published=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.517.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
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): NYM wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM 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: NYM wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model pitcher projections differ from final simulation pitching box score (H: current=9, sim=8).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=8, sim=6; 3B: current=0, sim=1; HR: current=1, sim=0; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=3, sim=7; SO: current=9, sim=7).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: Francisco Lindor: H current=1 box=2, SO current=1 box=0; Carson Benge: 3B current=0 box=1, RBI current=0 box=2; Mark Vientos: AB current=4 box=5, 2B current=1 box=0, R current=0 box=1; Francisco Alvarez: H current=1 box=0, BB current=1 box=0; Juan Soto: AB current=4 box=3, HR current=1 box=0, RBI current=1 box=0, BB current=1 box=2; Bo Bichette: H current=1 box=0, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Nick Morabito: AB current=3 box=4, SO current=1 box=2; Marcus Semien: AB current=4 box=3, 2B current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model pitcher projections differ from final simulation pitching box score (H: current=5, sim=6; BB: current=5, sim=7).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=7, sim=8; 2B: current=1, sim=3; HR: current=1, sim=0; SO: current=7, sim=13).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: AB current=4 box=3, RBI current=1 box=0; Alec Bohm: 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=0 box=1; Bryson Stott: AB current=4 box=3, RBI current=1 box=0, R current=0 box=1; Trea Turner: AB current=4 box=5, H current=1 box=0, R current=1 box=0, SO current=1 box=3; J.T. Realmuto: AB current=3 box=4, SO current=1 box=2; Luis Arraez: 2B current=1 box=0, SO current=0 box=1; Brandon Marsh: AB current=3 box=4, H current=1 box=3, 2B current=0 box=1, RBI current=0 box=2; Kyle Schwarber: 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_ml4.3004532293525114.231717657438134Base ML historical model prediction
variance_applied44Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.517Enhanced 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
PHI00000400048
NYM21000020056
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPHIbatting33710144370000
currentPHIpitching505578.0500
currentNYMbatting34810144390000
currentNYMpitching9043139.0400
simulationPHIbatting3583004431300
simulationPHIpitching605779.0540182
simulationNYMbatting336110557700
simulationNYMpitching8043139.0438173
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPHIRFBryce Harper041000111100.250
currentPHI1BAlec Bohm041000010000.250
currentPHI3BBryson Stott041000011100.250
currentPHISSTrea Turner041000100100.250
currentPHICJ.T. Realmuto030000000100.000
currentPHI2BLuis Arraez041100000000.250
currentPHILFBrandon Marsh031000100100.333
currentPHIDHKyle Schwarber041001111100.250
currentPHICFJustin Crawford030000000100.000
currentNYMSSFrancisco Lindor041000111100.250
currentNYMRFCarson Benge041000100100.250
currentNYM1BMark Vientos041100010100.250
currentNYMDHFrancisco Alvarez041000001100.250
currentNYMLFJuan Soto041001111100.250
currentNYM3BBo Bichette041000010100.250
currentNYMCFNick Morabito030000000100.000
currentNYM2BMarcus Semien041000000100.250
currentNYMCLuis Torrens031000100100.333
simulationPHI1DHKyle Schwarber540000001200.000
simulationPHI2SSTrea Turner550000000300.000
simulationPHI3RFBryce Harper431000101100.333
simulationPHI42BLuis Arraez441000000100.250
simulationPHI51BAlec Bohm441100120100.250
simulationPHI63BBryson Stott431000101100.333
simulationPHI7LFBrandon Marsh443100120100.750
simulationPHI8CJ.T. Realmuto440000000200.000
simulationPHI9CFJustin Crawford441100000100.250
simulationNYM1SSFrancisco Lindor542000111000.500
simulationNYM2LFJuan Soto531000102100.333
simulationNYM33BBo Bichette540000111000.000
simulationNYM41BMark Vientos551000110100.200
simulationNYM5RFCarson Benge441010120100.250
simulationNYM62BMarcus Semien431100001100.333
simulationNYM7DHFrancisco Alvarez440000000100.000
simulationNYM8CFNick Morabito440000000200.000
simulationNYM9CLuis Torrens420000002000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPHI1Cristopher SánchezStarter6.1344560005.682.931.22
currentPHI2Jhoan DuranCloser1.0111010009.001.440.96
currentPHI3Jonathan BowlanSetup Man0.2100000000.003.361.03
currentNYM1Jonah TongStarter5.16222110003.383.431.19
currentNYM3Jonathan PintaroMiddle Reliever (High Leverage)1.1211100006.754.451.29
currentNYM4Kodai SengaCloser1.1111000006.757.051.60
currentNYM5Nathan LavenderSetup Man1.0000020000.001.930.86
simulationPHI1Cristopher SánchezStarter6.1333560301214.262.931.22
simulationPHI2Jhoan DuranCloser1.00000103250.001.440.96
simulationPHI3Jonathan BowlanSetup Man1.232220073610.803.361.03
simulationNYM1Jonah TongStarter5.16222110241053.383.431.19
simulationNYM2Kodai SengaCloser1.10110004176.757.051.60
simulationNYM3Nathan LavenderSetup Man1.00000203130.001.930.86
simulationNYM4Jonathan PintaroMiddle Reliever (High Leverage)1.12111007386.754.451.29
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PHICristopher SánchezStarter6.1335630121
PHIJhoan DuranCloser1.00001325
PHIJonathan BowlanSetup Man1.22320736
NYMJonah TongStarter5.12621124105
NYMJonathan PintaroMiddle Reliever (High Leverage)1.11210738
NYMKodai SengaCloser1.11000417
NYMNathan LavenderSetup Man1.00002313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0000Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_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.

20260920_SEA@COL

20260920_SEA@COL.json • 2026-09-20

SEA 9 - COL 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_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_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-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model pitcher projections differ from final simulation pitching box score (ER: current=8, sim=9).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=51; H: current=10, sim=15; 2B: current=2, sim=3; HR: current=1, sim=0; RBI: current=5, sim=6; R: current=4, sim=6; SO: current=7, sim=10; HBP: current=0, 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=6, H current=1 box=2, R current=0 box=1, BB current=1 box=0; Cole Carrigg: AB current=4 box=6, H current=1 box=3, 2B current=1 box=0, RBI current=1 box=3; Hunter Goodman: AB current=4 box=6, H current=1 box=2, HR current=1 box=0, RBI current=1 box=0; Jake McCarthy: AB current=4 box=7, RBI current=1 box=0; Jordan Beck: AB current=3 box=4, BB current=0 box=1, HBP current=0 box=1; Adael Amador: AB current=4 box=6, H current=1 box=2, 2B current=0 box=1, SO current=0 box=2; Brett Sullivan: AB current=3 box=6, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; TJ Rumfield: AB current=4 box=5, H current=1 box=3, 2B current=0 box=1, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=34, sim=51; H: current=10, sim=15; 2B: current=2, sim=4; 3B: current=0, sim=1; HR: current=1, sim=4; RBI: current=5, sim=9; R: current=4, sim=9; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Dominic Canzone: AB current=4 box=6, H current=1 box=2, 3B current=0 box=1, HR current=1 box=0; Cal Raleigh: AB current=4 box=5, 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; Randy Arozarena: AB current=4 box=6, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; J.P. Crawford: AB current=4 box=6, H current=1 box=0, BB current=1 box=0, SO current=0 box=2; Lazaro Montes: AB current=3 box=6, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Brock Rodden: AB current=3 box=5, H current=1 box=2, R current=0 box=1, BB current=0 box=1; Julio Rodríguez: AB current=4 box=6, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Josh Naylor: AB current=4 box=5, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match SEA pitching: 3.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match SEA pitching: 15.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match SEA pitching: 10.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=57 matches SEA BF=57.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match COL pitching: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match COL pitching: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match COL pitching: 15.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match COL pitching: 6.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=55 matches COL BF=55.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 9.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.837 -> 0.693 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.837267, 'sample_size': 228, 'empirical_hit_rate': 0.5482, 'empirical_weight': 0.5, 'blended_confidence': 0.692733, 'published_confidence': 0.56, '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_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_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]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 15 is reasonably close to low-score expected_total_runs 15.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.471/0.654.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 12 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SEA 15, COL 15.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 9 - COL 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=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 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'SEA', 'opponent_team': 'COL', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'COL'}, {'date': '2026-09-18', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'SEA'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'SEA', 'home': 'COL', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'COL', 'actual_margin': 2, 'raw_pick_probability': 0.721304, 'artifact': '20260919_SEA@COL.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'SEA', 'home': 'COL', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 1, 'raw_pick_probability': 0.7604690000000001, 'artifact': '20260918_SEA@COL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SEA', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'SEA', 'output_opponent_team': 'COL', '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': 9, 'home_runs': 6, 'score_text': 'SEA 9 - 6 COL', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 9, 'home_runs': 6, 'score_text': 'SEA 9 - 6 COL', 'winner': 'SEA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0383, 'recent_form_edge_home_minus_away': -0.936, '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': 9, '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': 0.3333, 'draw_majority_team': 'COL', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 9, 'home_runs': 6}, 'simulation_score': {'away_runs': 9, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 0.921, 'winner': 'SEA', 'score_reviewed': {'away_runs': 9, '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_SEA@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@COL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': 1.0, 'absolute_net_margin': 1.0, 'home_average_margin': 0.5, 'home_run_delta': 0.0075, 'away_run_delta': -0.0075, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 6, 'away_runs': 8, 'probability': 0.012245616171937227}, {'home_runs': 5, 'away_runs': 8, 'probability': 0.012217087847929948}, {'home_runs': 6, 'away_runs': 9, 'probability': 0.011888843482344013}, {'home_runs': 6, 'away_runs': 7, 'probability': 0.011868267407298167}, {'home_runs': 5, 'away_runs': 9, 'probability': 0.011861146323281212}], 'home_distribution': {'0': 0.03199490434544446, '1': 0.04986142545388006, '2': 0.07114008479131052, '3': 0.09292442475231005, '4': 0.11112485274599544, '5': 0.12166294646088763, '6': 0.12194704362049875, '7': 0.11190514042325236, '8': 0.09401445036252101, '9': 0.0723111054136493, '10': 0.05091915691081638, '11': 0.03282639736153855, '12': 0.019374524595360328, '13': 0.010468987990917627, '14': 0.005178979153475879, '15': 0.0023455756181414923}, 'away_distribution': {'0': 0.014220043544614243, '1': 0.02246646361098294, '2': 0.03339905307903702, '3': 0.04671961319052255, '4': 0.06149360727619374, '5': 0.07615989708461186, '6': 0.08875408972139394, '7': 0.09732312530865787, '8': 0.10041749113693801, '9': 0.09749185490172516, '10': 0.0890621033182319, '11': 0.07655670062323269, '12': 0.06192116466677113, '13': 0.0471260100389134, '14': 0.03374798703443989, '15': 0.02274053735647204, '16': 0.014418471359229747, '17': 0.008602077726788752, '18': 0.004828954939220809, '19': 0.0025507540820222862}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -0.9129, 'recent_quality_edge': -0.936, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.921}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 9, 'home_runs': 6, 'score_text': 'SEA 9 - 6 COL', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 9, 'home_runs': 6, 'score_text': 'SEA 9 - 6 COL', 'winner': 'SEA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0383, 'recent_form_edge_home_minus_away': -0.936, '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': 9, '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': 0.3333, 'draw_majority_team': 'COL', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 9, 'home_runs': 6}, 'simulation_score': {'away_runs': 9, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 0.921, 'winner': 'SEA', 'score_reviewed': {'away_runs': 9, '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: 226.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 218.
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: 218.
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: 226.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 13 pitchers in the box actually appeared.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 12.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 12.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SEA 9 - 6 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 9 - 6 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 9-6 (Extra Innings - 12).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SEA, simulation=SEA, published=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
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): SEA wins 9-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 9-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 9-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 9-6, final 9-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 15.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 9-6 (Extra Innings - 12).
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: 2/10 = 0.200.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match SEA pitching: 3.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match SEA pitching: 15.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match SEA pitching: 10.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=57 matches SEA BF=57.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match COL pitching: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match COL pitching: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match COL pitching: 15.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match COL pitching: 6.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=55 matches COL BF=55.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 9.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.837 -> 0.693 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.837267, 'sample_size': 228, 'empirical_hit_rate': 0.5482, 'empirical_weight': 0.5, 'blended_confidence': 0.692733, 'published_confidence': 0.56, '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_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_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]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 15 is reasonably close to low-score expected_total_runs 15.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.471/0.654.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 12 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SEA 15, COL 15.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 9 - COL 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=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 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'SEA', 'opponent_team': 'COL', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'COL'}, {'date': '2026-09-18', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'SEA'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'SEA', 'home': 'COL', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'COL', 'actual_margin': 2, 'raw_pick_probability': 0.721304, 'artifact': '20260919_SEA@COL.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'SEA', 'home': 'COL', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'SEA', 'actual_margin': 1, 'raw_pick_probability': 0.7604690000000001, 'artifact': '20260918_SEA@COL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SEA', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'SEA', 'output_opponent_team': 'COL', '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': 9, 'home_runs': 6, 'score_text': 'SEA 9 - 6 COL', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 9, 'home_runs': 6, 'score_text': 'SEA 9 - 6 COL', 'winner': 'SEA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0383, 'recent_form_edge_home_minus_away': -0.936, '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': 9, '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': 0.3333, 'draw_majority_team': 'COL', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 9, 'home_runs': 6}, 'simulation_score': {'away_runs': 9, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 0.921, 'winner': 'SEA', 'score_reviewed': {'away_runs': 9, '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_SEA@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@COL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 2, 'sample_weight': 0.03, 'home_net_margin': 1.0, 'absolute_net_margin': 1.0, 'home_average_margin': 0.5, 'home_run_delta': 0.0075, 'away_run_delta': -0.0075, 'evidence': [{'game_id': None, 'home_margin': 2.0}, {'game_id': None, 'home_margin': -1.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 6, 'away_runs': 8, 'probability': 0.012245616171937227}, {'home_runs': 5, 'away_runs': 8, 'probability': 0.012217087847929948}, {'home_runs': 6, 'away_runs': 9, 'probability': 0.011888843482344013}, {'home_runs': 6, 'away_runs': 7, 'probability': 0.011868267407298167}, {'home_runs': 5, 'away_runs': 9, 'probability': 0.011861146323281212}], 'home_distribution': {'0': 0.03199490434544446, '1': 0.04986142545388006, '2': 0.07114008479131052, '3': 0.09292442475231005, '4': 0.11112485274599544, '5': 0.12166294646088763, '6': 0.12194704362049875, '7': 0.11190514042325236, '8': 0.09401445036252101, '9': 0.0723111054136493, '10': 0.05091915691081638, '11': 0.03282639736153855, '12': 0.019374524595360328, '13': 0.010468987990917627, '14': 0.005178979153475879, '15': 0.0023455756181414923}, 'away_distribution': {'0': 0.014220043544614243, '1': 0.02246646361098294, '2': 0.03339905307903702, '3': 0.04671961319052255, '4': 0.06149360727619374, '5': 0.07615989708461186, '6': 0.08875408972139394, '7': 0.09732312530865787, '8': 0.10041749113693801, '9': 0.09749185490172516, '10': 0.0890621033182319, '11': 0.07655670062323269, '12': 0.06192116466677113, '13': 0.0471260100389134, '14': 0.03374798703443989, '15': 0.02274053735647204, '16': 0.014418471359229747, '17': 0.008602077726788752, '18': 0.004828954939220809, '19': 0.0025507540820222862}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -0.9129, 'recent_quality_edge': -0.936, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.921}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 9, 'home_runs': 6, 'score_text': 'SEA 9 - 6 COL', 'winner': 'SEA'}, 'final_simulation_score': {'away_runs': 9, 'home_runs': 6, 'score_text': 'SEA 9 - 6 COL', 'winner': 'SEA'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0383, 'recent_form_edge_home_minus_away': -0.936, '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': 9, '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': 0.3333, 'draw_majority_team': 'COL', 'published_winner_is_draw_majority': False, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 3, 'simulation_margin': 3, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 9, 'home_runs': 6}, 'simulation_score': {'away_runs': 9, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 0.921, 'winner': 'SEA', 'score_reviewed': {'away_runs': 9, '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: 226.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 218.
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: 218.
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: 226.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 13 pitchers in the box actually appeared.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 12.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 12.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SEA 9 - 6 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 9 - 6 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 9-6 (Extra Innings - 12).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SEA, simulation=SEA, published=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
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): SEA wins 9-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 9-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 9-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 9-6, final 9-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 15.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 9-6 (Extra Innings - 12).
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: 2/10 = 0.200.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model pitcher projections differ from final simulation pitching box score (ER: current=8, sim=9).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=51; H: current=10, sim=15; 2B: current=2, sim=3; HR: current=1, sim=0; RBI: current=5, sim=6; R: current=4, sim=6; SO: current=7, sim=10; HBP: current=0, 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=6, H current=1 box=2, R current=0 box=1, BB current=1 box=0; Cole Carrigg: AB current=4 box=6, H current=1 box=3, 2B current=1 box=0, RBI current=1 box=3; Hunter Goodman: AB current=4 box=6, H current=1 box=2, HR current=1 box=0, RBI current=1 box=0; Jake McCarthy: AB current=4 box=7, RBI current=1 box=0; Jordan Beck: AB current=3 box=4, BB current=0 box=1, HBP current=0 box=1; Adael Amador: AB current=4 box=6, H current=1 box=2, 2B current=0 box=1, SO current=0 box=2; Brett Sullivan: AB current=3 box=6, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; TJ Rumfield: AB current=4 box=5, H current=1 box=3, 2B current=0 box=1, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=34, sim=51; H: current=10, sim=15; 2B: current=2, sim=4; 3B: current=0, sim=1; HR: current=1, sim=4; RBI: current=5, sim=9; R: current=4, sim=9; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Dominic Canzone: AB current=4 box=6, H current=1 box=2, 3B current=0 box=1, HR current=1 box=0; Cal Raleigh: AB current=4 box=5, 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; Randy Arozarena: AB current=4 box=6, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; J.P. Crawford: AB current=4 box=6, H current=1 box=0, BB current=1 box=0, SO current=0 box=2; Lazaro Montes: AB current=3 box=6, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Brock Rodden: AB current=3 box=5, H current=1 box=2, R current=0 box=1, BB current=0 box=1; Julio Rodríguez: AB current=4 box=6, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Josh Naylor: AB current=4 box=5, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.6743585741988834.25078103433336Base ML historical model prediction
variance_applied64Deterministic baseline target (variance factor 1.0)
enhanced_prediction860.560Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by winner_starter_is_below_average, matchup_recency_guardrail)
embedded_savant_run_environment96Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review96Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target96Capped at max 12 realistic runs
simulation_result96Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789101112RH
SEA000203110011915
COL001010220000615
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSEAbatting341020154360000
currentSEApitching15063109.0600
currentCOLbatting331020154370000
currentCOLpitching1549369.0800
simulationSEAbatting5115414993601
simulationSEApitching150631012.0657226
simulationCOLbatting51153006631003
simulationCOLpitching15493612.0955218
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSEARFDominic Canzone041001110100.250
currentSEACCal Raleigh041000111100.250
currentSEALFRandy Arozarena041100111100.250
currentSEASSJ.P. Crawford041000101000.250
currentSEADHLazaro Montes031000010100.333
currentSEA3BBrock Rodden031000000100.333
currentSEACFJulio Rodríguez041100010100.250
currentSEA1BJosh Naylor042000000000.500
currentSEA2BCole Young041000000000.250
currentCOL3BConnor Norby041100001100.250
currentCOLCFCole Carrigg041100110100.250
currentCOLDHHunter Goodman041001111100.250
currentCOLLFJake McCarthy042000110100.500
currentCOLRFJordan Beck031000000100.333
currentCOL2BAdael Amador041000110000.250
currentCOLCBrett Sullivan031000010100.333
currentCOL1BTJ Rumfield041000001000.250
currentCOLSSEzequiel Tovar031000000100.333
simulationSEA1SSJ.P. Crawford760000100210.000
simulationSEA2LFRandy Arozarena662100100000.333
simulationSEA3RFDominic Canzone662010100200.333
simulationSEA4CCal Raleigh651100101000.200
simulationSEA5CFJulio Rodríguez662101120100.333
simulationSEA61BJosh Naylor652000111000.400
simulationSEA72BCole Young663102140000.500
simulationSEA8DHLazaro Montes661001120000.167
simulationSEA93BBrock Rodden652000101100.400
simulationCOL1LFJake McCarthy772000100100.286
simulationCOL23BConnor Norby762100100110.333
simulationCOL3DHHunter Goodman762000101100.333
simulationCOL41BTJ Rumfield653100121100.600
simulationCOL5CFCole Carrigg663000130000.500
simulationCOL62BAdael Amador662100110200.333
simulationCOL7CBrett Sullivan660000000200.000
simulationCOL8RFJordan Beck641000001110.250
simulationCOL9SSEzequiel Tovar650000000110.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSEA1Kade AndersonStarter5.0722240003.605.331.42
currentSEA2Andrés MuñozCloser1.1100000000.003.791.16
currentSEA4Eduard BazardoMiddle Reliever (High Leverage)1.03221000018.003.841.44
currentSEA5Gabe SpeierMiddle Reliever (High Leverage)0.2000020000.003.071.11
currentSEA6José A. FerrerSetup Man1.03220100018.003.941.44
currentSEA7Carlos VargasReliever0.000002000
currentSEA8Hoby MilnerReliever0.010001000
currentCOL1Tomoyuki SuganoStarter4.2522211003.865.491.36
currentCOL2Brennan BernardinoSetup Man1.1211010006.752.451.09
currentCOL3Jaden HillMiddle Reliever (High Leverage)2.0000010000.004.301.41
currentCOL4Jimmy HergetMiddle Reliever (High Leverage)1.0211000009.005.761.48
currentCOL5Jordan RomanoCloser0.0422112004.261.26
currentCOL6Juan MejiaMiddle Reliever0.0232021005.241.69
simulationSEA1Kade AndersonStarter5.0722240271043.605.331.42
simulationSEA2Andrés MuñozCloser1.11000005200.003.791.16
simulationSEA3José A. FerrerSetup Man1.032201062218.003.941.44
simulationSEA4Eduard BazardoMiddle Reliever (High Leverage)1.032210072618.003.841.44
simulationSEA5Gabe SpeierMiddle Reliever (High Leverage)0.2000020280.003.071.11
simulationSEA6Carlos VargasReliever1.10000204170.004.701.04
simulationSEA7Hoby MilnerReliever1.21000106290.003.691.18
simulationCOL1Tomoyuki SuganoStarter4.252221122913.865.491.36
simulationCOL2Jordan RomanoCloser1.142211293313.504.261.26
simulationCOL3Brennan BernardinoSetup Man1.12110106236.752.451.09
simulationCOL4Jimmy HergetMiddle Reliever (High Leverage)1.22110007275.405.761.48
simulationCOL5Jaden HillMiddle Reliever (High Leverage)2.00000106250.004.301.41
simulationCOL6Juan MejiaMiddle Reliever1.023302151927.005.241.69
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SEAKade AndersonStarter5.0272427104
SEAAndrés MuñozCloser1.10100520
SEAEduard BazardoMiddle Reliever (High Leverage)1.02310726
SEAGabe SpeierMiddle Reliever (High Leverage)0.2000228
SEAJosé A. FerrerSetup Man1.02301622
SEACarlos VargasReliever1.10002417
SEAHoby MilnerReliever1.20101629
COLTomoyuki SuganoStarter4.225212291
COLBrennan BernardinoSetup Man1.11201623
COLJaden HillMiddle Reliever (High Leverage)2.00001625
COLJimmy HergetMiddle Reliever (High Leverage)1.21200727
COLJordan RomanoCloser1.12411933
COLJuan MejiaMiddle Reliever1.03202519
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.

20260920_SF@LAD

20260920_SF@LAD.json • 2026-09-20

SF 4 - LAD 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_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=8, sim=7; 2B: current=1, sim=2; RBI: current=4, sim=8; R: current=5, sim=8; BB: current=3, sim=5; 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: Teoscar Hernández: 2B current=0 box=1, BB current=1 box=0; Tommy Edman: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Mookie Betts: AB current=4 box=3, RBI current=1 box=5, BB current=0 box=1; Josue De Paula: AB current=3 box=2, BB current=1 box=2; Enrique Hernández: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Miguel Rojas: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1; Max Muncy: RBI current=1 box=0, BB current=1 box=0; Freddie Freeman: H current=1 box=0, 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-schemaSFCURRENT_FINALIZED_MATCH_BOXSF 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-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=30, sim=36; H: current=7, sim=10; 3B: current=0, sim=3; BB: current=3, sim=2; SO: current=10, sim=6; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Jonah Cox: AB current=4 box=5, BB current=1 box=0; Victor Bericoto: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Brett Harris: AB current=3 box=4, H current=0 box=2; Shay Whitcomb: AB current=3 box=4, HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Jung Hoo Lee: AB current=4 box=3, H current=1 box=2, 3B current=0 box=1, RBI current=1 box=2; Andrew Knizner: AB current=3 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=0; Scott Bandura: AB current=3 box=4; Grant McCray: H current=0 box=2, 3B current=0 box=2, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match SF pitching: 5.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match SF pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match SF pitching: 7.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match SF pitching: 8.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=36 matches SF BF=36.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 8.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match LAD pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match LAD pitching: 10.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match LAD pitching: 6.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=39 matches LAD BF=39.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.810 -> 0.774 at weight 0.180.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.810252, 'sample_size': 36, 'empirical_hit_rate': 0.6111, 'empirical_weight': 0.18, 'blended_confidence': 0.774404, '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.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 12 is reasonably close to low-score expected_total_runs 12.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.464/0.646.
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: SF 10, LAD 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SF 4 - LAD 8.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAD; cap=0.58, reasons=local prediction memory shows 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': 'LAD', 'opponent_team': 'SF', 'h2h_net_margin': 15, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 10, 'opponent_runs': 4, 'margin_for_predicted_team': 6, 'winner': 'LAD'}, {'date': '2026-09-18', 'predicted_team_runs': 8, 'opponent_runs': 2, 'margin_for_predicted_team': 6, 'winner': 'LAD'}, {'date': '2026-05-14', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'LAD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'SF', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 6, 'raw_pick_probability': 0.565131, 'artifact': '20260919_SF@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'SF', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 6, 'raw_pick_probability': 0.538282, 'artifact': '20260918_SF@LAD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAD', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'LAD', 'output_opponent_team': 'SF', 'simulation_score_winner': 'LAD', 'final_score_winner': 'LAD', 'pre_simulation_winner': 'LAD', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 8, 'score_text': 'SF 4 - 8 LAD', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 8, 'score_text': 'SF 4 - 8 LAD', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0144, 'recent_form_edge_home_minus_away': 1.09, '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': 8, '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': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 4, 'simulation_margin': 4, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 8}, 'simulation_score': {'away_runs': 4, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 4, 'winner_quality_edge': 1.6478, 'winner': 'LAD', 'score_reviewed': {'away_runs': 4, '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_SF@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SF@LAD.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 15.0, 'absolute_net_margin': 15.0, 'home_average_margin': 3.0, 'home_run_delta': 0.0865, 'away_run_delta': -0.0865, 'evidence': [{'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': 4.0}, {'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': 7, 'away_runs': 5, 'probability': 0.014535656806175856}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.014394328384955067}, {'home_runs': 8, 'away_runs': 5, 'probability': 0.014117935074587}, {'home_runs': 8, 'away_runs': 4, 'probability': 0.013980668110899385}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.013968921638979928}], 'home_distribution': {'0': 0.0191063671595936, '1': 0.030065017165592338, '2': 0.04415801407102794, '3': 0.06053720299225754, '4': 0.07746399833684921, '5': 0.09252140263937671, '6': 0.10314525339609072, '7': 0.10732997458929863, '8': 0.10424555512104448, '9': 0.0945058748075074, '10': 0.07996957854324442, '11': 0.06316195272002291, '12': 0.04656408031654867, '13': 0.03204138287144775, '14': 0.020579566094770258, '15': 0.012337464509956961, '16': 0.006903675337909506, '17': 0.0036057826350034965, '18': 0.001757856692457748}, 'away_distribution': {'0': 0.04458070071066573, '1': 0.06885418364302763, '2': 0.09562660324651748, '3': 0.11942412781338536, '4': 0.13411284629513234, '5': 0.13542961192152503, '6': 0.1229764185869717, '7': 0.10041416954635035, '8': 0.07372811211522895, '9': 0.04867838697727325, '10': 0.028900422847131887, '11': 0.015428978291316328, '12': 0.0074068763002720596, '13': 0.0031974073444907465, '14': 0.0012411543607111096}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 2.0613, 'recent_quality_edge': 0.88, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.6478}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 8, 'score_text': 'SF 4 - 8 LAD', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 8, 'score_text': 'SF 4 - 8 LAD', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0144, 'recent_form_edge_home_minus_away': 1.09, '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': 8, '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': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 4, 'simulation_margin': 4, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 8}, 'simulation_score': {'away_runs': 4, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 4, 'winner_quality_edge': 1.6478, 'winner': 'LAD', 'score_reviewed': {'away_runs': 4, '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: 151.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 146.
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: 146.
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: 151.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SF 4 - 8 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SF 4 - 8 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 8-4.
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: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAD wins 8-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 4-8.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-8.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-8, final 4-8 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 12.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 8-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match SF pitching: 5.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match SF pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match SF pitching: 7.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match SF pitching: 8.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=36 matches SF BF=36.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 8.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match LAD pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match LAD pitching: 10.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match LAD pitching: 6.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=39 matches LAD BF=39.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 4.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.810 -> 0.774 at weight 0.180.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.810252, 'sample_size': 36, 'empirical_hit_rate': 0.6111, 'empirical_weight': 0.18, 'blended_confidence': 0.774404, '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.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 12 is reasonably close to low-score expected_total_runs 12.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.464/0.646.
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: SF 10, LAD 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SF 4 - LAD 8.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for LAD; cap=0.58, reasons=local prediction memory shows 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': 'LAD', 'opponent_team': 'SF', 'h2h_net_margin': 15, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 10, 'opponent_runs': 4, 'margin_for_predicted_team': 6, 'winner': 'LAD'}, {'date': '2026-09-18', 'predicted_team_runs': 8, 'opponent_runs': 2, 'margin_for_predicted_team': 6, 'winner': 'LAD'}, {'date': '2026-05-14', 'predicted_team_runs': 5, 'opponent_runs': 2, 'margin_for_predicted_team': 3, 'winner': 'LAD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'SF', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 6, 'raw_pick_probability': 0.565131, 'artifact': '20260919_SF@LAD.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'SF', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'LAD', 'actual_margin': 6, 'raw_pick_probability': 0.538282, 'artifact': '20260918_SF@LAD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'LAD', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'LAD', 'output_opponent_team': 'SF', 'simulation_score_winner': 'LAD', 'final_score_winner': 'LAD', 'pre_simulation_winner': 'LAD', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 8, 'score_text': 'SF 4 - 8 LAD', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 8, 'score_text': 'SF 4 - 8 LAD', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0144, 'recent_form_edge_home_minus_away': 1.09, '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': 8, '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': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 4, 'simulation_margin': 4, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 8}, 'simulation_score': {'away_runs': 4, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 4, 'winner_quality_edge': 1.6478, 'winner': 'LAD', 'score_reviewed': {'away_runs': 4, '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_SF@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SF@LAD.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 15.0, 'absolute_net_margin': 15.0, 'home_average_margin': 3.0, 'home_run_delta': 0.0865, 'away_run_delta': -0.0865, 'evidence': [{'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': 6.0}, {'game_id': None, 'home_margin': 3.0}, {'game_id': None, 'home_margin': 4.0}, {'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': 7, 'away_runs': 5, 'probability': 0.014535656806175856}, {'home_runs': 7, 'away_runs': 4, 'probability': 0.014394328384955067}, {'home_runs': 8, 'away_runs': 5, 'probability': 0.014117935074587}, {'home_runs': 8, 'away_runs': 4, 'probability': 0.013980668110899385}, {'home_runs': 6, 'away_runs': 5, 'probability': 0.013968921638979928}], 'home_distribution': {'0': 0.0191063671595936, '1': 0.030065017165592338, '2': 0.04415801407102794, '3': 0.06053720299225754, '4': 0.07746399833684921, '5': 0.09252140263937671, '6': 0.10314525339609072, '7': 0.10732997458929863, '8': 0.10424555512104448, '9': 0.0945058748075074, '10': 0.07996957854324442, '11': 0.06316195272002291, '12': 0.04656408031654867, '13': 0.03204138287144775, '14': 0.020579566094770258, '15': 0.012337464509956961, '16': 0.006903675337909506, '17': 0.0036057826350034965, '18': 0.001757856692457748}, 'away_distribution': {'0': 0.04458070071066573, '1': 0.06885418364302763, '2': 0.09562660324651748, '3': 0.11942412781338536, '4': 0.13411284629513234, '5': 0.13542961192152503, '6': 0.1229764185869717, '7': 0.10041416954635035, '8': 0.07372811211522895, '9': 0.04867838697727325, '10': 0.028900422847131887, '11': 0.015428978291316328, '12': 0.0074068763002720596, '13': 0.0031974073444907465, '14': 0.0012411543607111096}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 2.0613, 'recent_quality_edge': 0.88, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 1.6478}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 4, 'home_runs': 8, 'score_text': 'SF 4 - 8 LAD', 'winner': 'LAD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 8, 'score_text': 'SF 4 - 8 LAD', 'winner': 'LAD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.0144, 'recent_form_edge_home_minus_away': 1.09, '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': 8, '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': 1.0, 'draw_majority_team': 'LAD', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': True, 'margin_widening_capped': False, 'model_margin': 4, 'simulation_margin': 4, 'simulation_usage': 'organic_simulation_realized_target', 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_realized_target': True, 'model_score': {'away_runs': 4, 'home_runs': 8}, 'simulation_score': {'away_runs': 4, 'home_runs': 8}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 4, 'final_margin': 4, 'winner_quality_edge': 1.6478, 'winner': 'LAD', 'score_reviewed': {'away_runs': 4, '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: 151.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 146.
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: 146.
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: 151.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 8 pitchers in the box actually appeared.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SF 4 - 8 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SF 4 - 8 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 8-4.
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: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): LAD wins 8-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 4-8.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-8.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-8, final 4-8 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 12.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 8-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 2/10 = 0.200.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=8, sim=7; 2B: current=1, sim=2; RBI: current=4, sim=8; R: current=5, sim=8; BB: current=3, sim=5; 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: Teoscar Hernández: 2B current=0 box=1, BB current=1 box=0; Tommy Edman: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Mookie Betts: AB current=4 box=3, RBI current=1 box=5, BB current=0 box=1; Josue De Paula: AB current=3 box=2, BB current=1 box=2; Enrique Hernández: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Miguel Rojas: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1; Max Muncy: RBI current=1 box=0, BB current=1 box=0; Freddie Freeman: H current=1 box=0, 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-schemaSFCURRENT_FINALIZED_MATCH_BOXSF 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-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=30, sim=36; H: current=7, sim=10; 3B: current=0, sim=3; BB: current=3, sim=2; SO: current=10, sim=6; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Jonah Cox: AB current=4 box=5, BB current=1 box=0; Victor Bericoto: AB current=4 box=5, H current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Brett Harris: AB current=3 box=4, H current=0 box=2; Shay Whitcomb: AB current=3 box=4, HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Jung Hoo Lee: AB current=4 box=3, H current=1 box=2, 3B current=0 box=1, RBI current=1 box=2; Andrew Knizner: AB current=3 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=0; Scott Bandura: AB current=3 box=4; Grant McCray: H current=0 box=2, 3B current=0 box=2, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml2.57330838730465635.991158277323872Base ML historical model prediction
variance_applied36Deterministic baseline target (variance factor 1.0)
enhanced_prediction570.580Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment48Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review48Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target48Capped at max 12 realistic runs
simulation_result48Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SF000020200410
LAD03200300087
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSFbatting307101443100000
currentSFpitching718588.0700
currentLADbatting32810145370000
currentLADpitching1014269.0400
simulationSFbatting3610131442610
simulationSFpitching718588.0836151
simulationLADbatting317201885800
simulationLADpitching1014269.0439146
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSF2BJonah Cox041000111200.250
currentSFDHVictor Bericoto041001110100.250
currentSF1BBrett Harris030000000100.000
currentSF3BShay Whitcomb031000010100.333
currentSFRFJung Hoo Lee041100110100.250
currentSFCAndrew Knizner031000001100.333
currentSFLFScott Bandura031000000100.333
currentSFCFGrant McCray030000001100.000
currentSFSSChristian Koss031000100100.333
currentLADRFTeoscar Hernández041000111100.250
currentLADCFTommy Edman041100010100.250
currentLADSSMookie Betts041001110000.250
currentLADDHJosue De Paula031000101100.333
currentLADLFEnrique Hernández031000000100.333
currentLAD2BMiguel Rojas031000000000.333
currentLAD3BMax Muncy041000111100.250
currentLAD1BFreddie Freeman041000100100.250
currentLADCHunter Feduccia030000000100.000
simulationSF12BJonah Cox551000110200.200
simulationSF2RFJung Hoo Lee532110121000.667
simulationSF3DHVictor Bericoto550000000100.000
simulationSF4CAndrew Knizner440000000000.000
simulationSF51BBrett Harris442000000100.500
simulationSF6LFScott Bandura441000000100.250
simulationSF73BShay Whitcomb441001110000.250
simulationSF8CFGrant McCray432020101000.667
simulationSF9SSChristian Koss441000000100.250
simulationLAD1SSMookie Betts431001151000.333
simulationLAD2CFTommy Edman430000101000.000
simulationLAD3RFTeoscar Hernández441100110100.250
simulationLAD41BFreddie Freeman440000000200.000
simulationLAD52BMiguel Rojas441000110000.250
simulationLAD63BMax Muncy441000100100.250
simulationLAD7DHJosue De Paula421000102100.500
simulationLAD8LFEnrique Hernández431100111100.333
simulationLAD9CHunter Feduccia441000100200.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSF1Matt WilkinsonStarter4.1454450008.314.581.12
currentSF3Dylan SmithCloser1.13330110020.253.501.47
currentSF4Trent HarrisSetup Man1.0000010000.002.331.09
currentSF5Carson SeymourMiddle Reliever (High Leverage)1.1000110000.004.881.63
currentLAD1Jack DreyerStarter5.0522241003.603.191.13
currentLAD2Brock StewartSetup Man1.0100000000.002.280.97
currentLAD3Tanner ScottCloser1.23220000010.802.821.01
currentLAD4Alex VesiaMiddle Reliever (High Leverage)1.1100020000.002.781.11
simulationSF1Matt WilkinsonStarter4.1455450219110.384.581.12
simulationSF2Dylan SmithCloser1.133301172620.253.501.47
simulationSF3Trent HarrisSetup Man1.00000103130.002.331.09
simulationSF4Carson SeymourMiddle Reliever (High Leverage)1.10001105210.004.881.63
simulationLAD1Jack DreyerStarter5.052224122863.603.191.13
simulationLAD2Tanner ScottCloser1.232200082410.802.821.01
simulationLAD3Brock StewartSetup Man1.01000004160.002.280.97
simulationLAD4Alex VesiaMiddle Reliever (High Leverage)1.11000205200.002.781.11
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SFMatt WilkinsonStarter4.154452191
SFDylan SmithCloser1.13301726
SFTrent HarrisSetup Man1.00001313
SFCarson SeymourMiddle Reliever (High Leverage)1.10011521
LADJack DreyerStarter5.025242286
LADBrock StewartSetup Man1.00100416
LADTanner ScottCloser1.22300824
LADAlex VesiaMiddle Reliever (High Leverage)1.10102520
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.

20260920_TOR@TEX

20260920_TOR@TEX.json • 2026-09-20

TOR 2 - TEX 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 100INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=32, sim=28; H: current=7, sim=4; 3B: current=0, sim=1; SO: current=8, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Corey Seager: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Josh Jung: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Ezequiel Duran: AB current=4 box=3, 3B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Brandon Nimmo: AB current=4 box=3, 2B current=1 box=0, HR current=0 box=1, R current=0 box=1; Wyatt Langford: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Jake Burger: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Nicky Lopez: H current=1 box=0, SO current=0 box=2; Danny Jansen: AB current=3 box=2, H current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model pitcher projections differ from final simulation pitching box score (H: current=3, sim=4; BB: current=2, sim=3).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (H: current=7, sim=4; 2B: current=1, sim=0; HR: current=1, sim=2; RBI: current=4, sim=2; R: current=4, sim=2; SO: current=9, sim=10).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: Nathan Lukes: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Sean Keys: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Kazuma Okamoto: HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Josh Smith: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=1; Vladimir Guerrero Jr.: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Brett Bateman: AB current=4 box=3, H current=1 box=0, R current=1 box=0; Andrés Giménez: RBI current=1 box=0, SO current=1 box=0; Ernie Clement: H 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.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match TOR pitching: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match TOR pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match TOR pitching: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match TOR pitching: 6.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=31 matches TOR BF=31.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match TEX pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match TEX pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match TEX pitching: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match TEX pitching: 10.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=33 matches TEX BF=33.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 2.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.610 -> 0.578 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.609947, 'sample_size': 490, 'empirical_hit_rate': 0.5469, 'empirical_weight': 0.5, 'blended_confidence': 0.578423, 'published_confidence': 0.550465, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_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.
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]: 0.450.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.550.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.550.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.727/0.900.
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: TOR 4, TEX 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 2 - TEX 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TEX; 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': 'TEX', 'opponent_team': 'TOR', 'h2h_net_margin': 11, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'TEX'}, {'date': '2026-09-18', 'predicted_team_runs': 7, 'opponent_runs': 1, 'margin_for_predicted_team': 6, 'winner': 'TEX'}, {'date': '2026-06-28', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'TEX'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'TOR', 'home': 'TEX', 'game_number': 1, 'predicted_team': 'TEX', 'actual_winner': 'TEX', 'actual_margin': 4, 'raw_pick_probability': 0.611002, 'artifact': '20260919_TOR@TEX.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'TOR', 'home': 'TEX', 'game_number': 1, 'predicted_team': 'TEX', 'actual_winner': 'TEX', 'actual_margin': 6, 'raw_pick_probability': 0.505, 'artifact': '20260918_TOR@TEX.json', 'verification': 'pregame_official_final'}, {'date': '20260627', 'away': 'TEX', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'TEX', 'actual_margin': 3, 'raw_pick_probability': 0.523856, 'artifact': '20260627_TEX@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260626', 'away': 'TEX', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TEX', 'actual_winner': 'TEX', 'actual_margin': 1, 'raw_pick_probability': 0.525, 'artifact': '20260626_TEX@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260625', 'away': 'TEX', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TEX', 'actual_winner': 'TEX', 'actual_margin': 1, 'raw_pick_probability': 0.525, 'artifact': '20260625_TEX@TOR.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TEX', 'guardrail_opponent_team': 'TOR', 'output_pre_simulation_winner': 'TEX', 'output_opponent_team': 'TOR', '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': 2, 'home_runs': 4, 'score_text': 'TOR 2 - 4 TEX', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 4, 'score_text': 'TOR 2 - 4 TEX', 'winner': 'TEX'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1146, 'recent_form_edge_home_minus_away': 0.802, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 2, 'home_runs': 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': 2, 'published_winner': 'TEX', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'TEX', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': 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': 2, 'home_runs': 4}, 'simulation_score': {'away_runs': 2, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.2463, 'winner': 'TEX', 'score_reviewed': {'away_runs': 2, '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_TOR@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@TEX.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 15.0, 'absolute_net_margin': 15.0, 'home_average_margin': 3.0, 'home_run_delta': 0.0865, 'away_run_delta': -0.0865, 'evidence': [{'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': 6.0}, {'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': 3, 'probability': 0.026030984953697718}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.024873256737901944}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.02426767084714297}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.02400848911332598}, {'home_runs': 4, 'away_runs': 2, 'probability': 0.023807877862594393}], 'home_distribution': {'0': 0.05888698273870956, '1': 0.09003853280338624, '2': 0.12132597693348954, '3': 0.14407726808538834, '4': 0.15078335889910363, '5': 0.13906813887522987, '6': 0.1130363569385754, '7': 0.08097014969328381, '8': 0.051114958521881866, '9': 0.028437234791959174, '10': 0.013942575191417129, '11': 0.0060244153626682955, '12': 0.002294051164907318}, 'away_distribution': {'0': 0.08187101601101117, '1': 0.12313029967213075, '2': 0.1578945981600356, '3': 0.17263831462407134, '4': 0.16094395976005302, '5': 0.12793216698201312, '6': 0.08670665050823176, '7': 0.05010633555633207, '8': 0.024688826898082987, '9': 0.010372318553319613, '10': 0.0037155132747185167}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 0.1355, 'recent_quality_edge': 0.452, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.2463}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 2, 'home_runs': 4, 'score_text': 'TOR 2 - 4 TEX', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 4, 'score_text': 'TOR 2 - 4 TEX', 'winner': 'TEX'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1146, 'recent_form_edge_home_minus_away': 0.802, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 2, 'home_runs': 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': 2, 'published_winner': 'TEX', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'TEX', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': 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': 2, 'home_runs': 4}, 'simulation_score': {'away_runs': 2, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.2463, 'winner': 'TEX', 'score_reviewed': {'away_runs': 2, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
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: 143.
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: 139.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 2 - 4 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 2 - 4 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TEX, simulation=TEX, published=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.550.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): TEX wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 2-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 2-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 4-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match TOR pitching: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match TOR pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match TOR pitching: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match TOR pitching: 6.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=31 matches TOR BF=31.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match TEX pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match TEX pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match TEX pitching: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match TEX pitching: 10.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=33 matches TEX BF=33.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 2.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.610 -> 0.578 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.609947, 'sample_size': 490, 'empirical_hit_rate': 0.5469, 'empirical_weight': 0.5, 'blended_confidence': 0.578423, 'published_confidence': 0.550465, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_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.
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]: 0.450.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.550.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.550.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.727/0.900.
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: TOR 4, TEX 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 2 - TEX 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TEX; 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': 'TEX', 'opponent_team': 'TOR', 'h2h_net_margin': 11, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'TEX'}, {'date': '2026-09-18', 'predicted_team_runs': 7, 'opponent_runs': 1, 'margin_for_predicted_team': 6, 'winner': 'TEX'}, {'date': '2026-06-28', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'TEX'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'TOR', 'home': 'TEX', 'game_number': 1, 'predicted_team': 'TEX', 'actual_winner': 'TEX', 'actual_margin': 4, 'raw_pick_probability': 0.611002, 'artifact': '20260919_TOR@TEX.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'TOR', 'home': 'TEX', 'game_number': 1, 'predicted_team': 'TEX', 'actual_winner': 'TEX', 'actual_margin': 6, 'raw_pick_probability': 0.505, 'artifact': '20260918_TOR@TEX.json', 'verification': 'pregame_official_final'}, {'date': '20260627', 'away': 'TEX', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'TEX', 'actual_margin': 3, 'raw_pick_probability': 0.523856, 'artifact': '20260627_TEX@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260626', 'away': 'TEX', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TEX', 'actual_winner': 'TEX', 'actual_margin': 1, 'raw_pick_probability': 0.525, 'artifact': '20260626_TEX@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260625', 'away': 'TEX', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TEX', 'actual_winner': 'TEX', 'actual_margin': 1, 'raw_pick_probability': 0.525, 'artifact': '20260625_TEX@TOR.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TEX', 'guardrail_opponent_team': 'TOR', 'output_pre_simulation_winner': 'TEX', 'output_opponent_team': 'TOR', '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': 2, 'home_runs': 4, 'score_text': 'TOR 2 - 4 TEX', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 4, 'score_text': 'TOR 2 - 4 TEX', 'winner': 'TEX'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1146, 'recent_form_edge_home_minus_away': 0.802, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 2, 'home_runs': 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': 2, 'published_winner': 'TEX', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'TEX', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': 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': 2, 'home_runs': 4}, 'simulation_score': {'away_runs': 2, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.2463, 'winner': 'TEX', 'score_reviewed': {'away_runs': 2, '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: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_TOR@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@TEX.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': 15.0, 'absolute_net_margin': 15.0, 'home_average_margin': 3.0, 'home_run_delta': 0.0865, 'away_run_delta': -0.0865, 'evidence': [{'game_id': None, 'home_margin': 4.0}, {'game_id': None, 'home_margin': 6.0}, {'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': 3, 'probability': 0.026030984953697718}, {'home_runs': 3, 'away_runs': 3, 'probability': 0.024873256737901944}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.02426767084714297}, {'home_runs': 5, 'away_runs': 3, 'probability': 0.02400848911332598}, {'home_runs': 4, 'away_runs': 2, 'probability': 0.023807877862594393}], 'home_distribution': {'0': 0.05888698273870956, '1': 0.09003853280338624, '2': 0.12132597693348954, '3': 0.14407726808538834, '4': 0.15078335889910363, '5': 0.13906813887522987, '6': 0.1130363569385754, '7': 0.08097014969328381, '8': 0.051114958521881866, '9': 0.028437234791959174, '10': 0.013942575191417129, '11': 0.0060244153626682955, '12': 0.002294051164907318}, 'away_distribution': {'0': 0.08187101601101117, '1': 0.12313029967213075, '2': 0.1578945981600356, '3': 0.17263831462407134, '4': 0.16094395976005302, '5': 0.12793216698201312, '6': 0.08670665050823176, '7': 0.05010633555633207, '8': 0.024688826898082987, '9': 0.010372318553319613, '10': 0.0037155132747185167}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': 0.1355, 'recent_quality_edge': 0.452, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': 0.2463}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 2, 'home_runs': 4, 'score_text': 'TOR 2 - 4 TEX', 'winner': 'TEX'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 4, 'score_text': 'TOR 2 - 4 TEX', 'winner': 'TEX'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'sim_flipped_pre_winner': False, 'sim_flip_trusted': False, 'sim_flip_policy': 'diagnostic_only_unless_independently_supported', 'independent_margin_support': True, 'independent_margin_support_evidence': {'pitcher_matchup_edge_home_minus_away': 0.1146, 'recent_form_edge_home_minus_away': 0.802, 'winner_direction': 'home', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 2, 'home_runs': 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': 2, 'published_winner': 'TEX', 'published_winner_draw_share': 1.0, 'draw_majority_team': 'TEX', 'published_winner_is_draw_majority': True, 'sampling': 'target_conditioned_selection', 'is_unbiased_probability_sample': False, 'note': 'Draw shares are target-conditioned and diagnostic. A published winner holding a minority share is recorded, not suppressed.'}, 'simulation_score_enabled': True, 'independent_margin_support': 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': 2, 'home_runs': 4}, 'simulation_score': {'away_runs': 2, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 2, 'final_margin': 2, 'winner_quality_edge': 0.2463, 'winner': 'TEX', 'score_reviewed': {'away_runs': 2, 'home_runs': 4, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
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: 143.
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: 139.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 7 pitchers in the box actually appeared.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 2 - 4 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 2 - 4 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TEX, simulation=TEX, published=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.550.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary agrees with the published score (game.final_prediction): TEX wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 2-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 2-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 4-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=32, sim=28; H: current=7, sim=4; 3B: current=0, sim=1; SO: current=8, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Corey Seager: H current=1 box=0, HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Josh Jung: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Ezequiel Duran: AB current=4 box=3, 3B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Brandon Nimmo: AB current=4 box=3, 2B current=1 box=0, HR current=0 box=1, R current=0 box=1; Wyatt Langford: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Jake Burger: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Nicky Lopez: H current=1 box=0, SO current=0 box=2; Danny Jansen: AB current=3 box=2, H current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model pitcher projections differ from final simulation pitching box score (H: current=3, sim=4; BB: current=2, sim=3).New contract: model pitcher projections may differ; simulation_box_score_stats carries the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (H: current=7, sim=4; 2B: current=1, sim=0; HR: current=1, sim=2; RBI: current=4, sim=2; R: current=4, sim=2; SO: current=9, sim=10).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: Nathan Lukes: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Sean Keys: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Kazuma Okamoto: HR current=1 box=0, RBI current=1 box=0, R current=1 box=0; Josh Smith: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=1; Vladimir Guerrero Jr.: H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Brett Bateman: AB current=4 box=3, H current=1 box=0, R current=1 box=0; Andrés Giménez: RBI current=1 box=0, SO current=1 box=0; Ernie Clement: H 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_ml4.6293286524761634.104117469092586Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.550Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by matchup_recency_guardrail)
embedded_savant_run_environment24Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review24Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target24Capped at max 12 realistic runs
simulation_result24Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TOR01000100024
TEX02000100144
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTORbatting31710144290000
currentTORpitching314268.0400
currentTEXbatting32710144380000
currentTEXpitching4222109.0200
simulationTORbatting3140022221000
simulationTORpitching414368.0431139
simulationTEXbatting284111443600
simulationTEXpitching4222109.0233143
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTORRFNathan Lukes041000000100.250
currentTORDHSean Keys031000110100.333
currentTOR3BKazuma Okamoto041001110100.250
currentTORLFJosh Smith030000000100.000
currentTOR1BVladimir Guerrero Jr.041100111100.250
currentTORCFBrett Bateman041000101100.250
currentTORSSAndrés Giménez031000010100.333
currentTOR2BErnie Clement031000000100.333
currentTORCBrandon Valenzuela030000000100.000
currentTEXDHCorey Seager041001111100.250
currentTEX3BJosh Jung041000100100.250
currentTEXSSEzequiel Duran041000010100.250
currentTEXRFBrandon Nimmo041100010100.250
currentTEXLFWyatt Langford041000101100.250
currentTEX1BJake Burger031000110100.333
currentTEX2BNicky Lopez031000000000.333
currentTEXCDanny Jansen030000000100.000
currentTEXCFEvan Carter030000001100.000
simulationTOR1CFBrett Bateman430000001100.000
simulationTOR21BVladimir Guerrero Jr.440000000000.000
simulationTOR3RFNathan Lukes441001110200.250
simulationTOR43BKazuma Okamoto441000000100.250
simulationTOR5DHSean Keys440000000100.000
simulationTOR6LFJosh Smith441001110300.250
simulationTOR7SSAndrés Giménez331000000000.333
simulationTOR8CBrandon Valenzuela320000001100.000
simulationTOR92BErnie Clement330000000100.000
simulationTEX1LFWyatt Langford440000000100.000
simulationTEX2DHCorey Seager440000000000.000
simulationTEX33BJosh Jung430000001100.000
simulationTEX4SSEzequiel Duran431010121000.333
simulationTEX5RFBrandon Nimmo331001110000.333
simulationTEX61BJake Burger330000000000.000
simulationTEX72BNicky Lopez330000000200.000
simulationTEX8CDanny Jansen321000101000.500
simulationTEX9CFEvan Carter331100110200.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTOR1Spencer MilesStarter6.0233131004.502.651.09
currentTOR2Louis VarlandCloser1.0000110000.001.301.00
currentTOR3Tyler RogersSetup Man1.0111020009.001.701.15
currentTEX1Jacob deGromStarter5.2422272003.183.791.07
currentTEX2Jacob LatzCloser1.1000010000.001.690.75
currentTEX3Chase SilsethMiddle Reliever (High Leverage)1.0000010000.003.121.44
currentTEX4Jakob JunisSetup Man1.0000010000.002.961.16
simulationTOR1Spencer MilesStarter6.022213121983.002.651.09
simulationTOR2Louis VarlandCloser1.00001104180.001.301.00
simulationTOR3Tyler RogersSetup Man1.022212062318.001.701.15
simulationTEX1Jacob deGromStarter5.2422272231003.183.791.07
simulationTEX2Jacob LatzCloser1.10000104170.001.690.75
simulationTEX3Jakob JunisSetup Man1.00000103130.002.961.16
simulationTEX4Chase SilsethMiddle Reliever (High Leverage)1.00000103130.003.121.44
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TORSpencer MilesStarter6.022132198
TORLouis VarlandCloser1.00011418
TORTyler RogersSetup Man1.02212623
TEXJacob deGromStarter5.2242723100
TEXJacob LatzCloser1.10001417
TEXChase SilsethMiddle Reliever (High Leverage)1.00001313
TEXJakob JunisSetup Man1.00001313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_CALIBRATION_APPLIEDgood0001Empirical confidence blending uses the requested sample weight and remains between raw confidence and empirical hit rate.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_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.

20260920_WAS@STL

20260920_WAS@STL.json • 2026-09-20

WAS 6 - STL 5
WARNING

Final simulation is structurally valid with warnings to review. Risk score: 20.

CRITICAL 0ERROR 0WARN 2PASS 100INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNInnings
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Inning 9 home has outs=0; expected 3 for a played half inning.
WARNPitch count summary differs by pitcher
Pitch-count rows disagree with individual pitching box-score rows. Recalculate pitch_count_summary from the same final pitcher ledger used by box_score.pitching.
0C / 0E / 1WWASWAS pitch_count row for Jake Irvin differs from pitching box score: batters_faced/BF: summary=20, box=17.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNinningsINNING_OUTSInning 9 home has outs=0; expected 3 for a played half inning.
WARNpitch_countsimulationWASJake IrvinPITCH_COUNT_PITCHER_MATCHWAS pitch_count row for Jake Irvin differs from pitching box score: batters_faced/BF: summary=20, box=17.
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNinningsINNING_OUTSInning 9 home has outs=0; expected 3 for a played half inning.
WARNpitch_countsimulationWASJake IrvinPITCH_COUNT_PITCHER_MATCHWAS pitch_count row for Jake Irvin differs from pitching box score: batters_faced/BF: summary=20, box=17.
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_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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=8, sim=7; 2B: current=2, sim=1; 3B: current=0, sim=1; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: JJ Wetherholt: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Leonardo Bernal: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Thomas Saggese: AB current=4 box=3, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Bryan Torres: AB current=3 box=4, H current=0 box=2, 3B current=0 box=1, HR current=0 box=1; Iván Herrera: 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Alec Burleson: BB current=1 box=0, SO current=1 box=0; José Fermín: RBI current=1 box=0; Jordan Walker: 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=8, sim=5; 2B: current=2, sim=0; HR: current=1, sim=3; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=4; SO: current=8, sim=14).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: James Wood: AB current=4 box=2, RBI current=1 box=4, BB current=1 box=2, SO current=1 box=0; CJ Abrams: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Brady House: H current=1 box=0, SO current=1 box=3; Dylan Crews: 2B current=1 box=0, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Andrés Chaparro: 2B current=1 box=0, HR current=0 box=1, R current=0 box=1, BB current=1 box=0; Daylen Lile: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Nasim Nuñez: AB current=3 box=4, SO current=1 box=2; Harry Ford: AB current=3 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match WAS pitching: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match WAS pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match WAS pitching: 7.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match WAS pitching: 6.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches WAS BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match STL pitching: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match STL pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match STL pitching: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match STL pitching: 14.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=36 matches STL BF=36.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.569 -> 0.558 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.568913, 'sample_size': 490, 'empirical_hit_rate': 0.5469, 'empirical_weight': 0.5, 'blended_confidence': 0.557906, 'published_confidence': 0.512495, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_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.
PASScurrent_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.512.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.512.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.488.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.551/0.749.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: WAS 5, STL 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: WAS 6 - STL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: WAS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for WAS; cap=0.58, reasons=predicted side recently lost this matchup by 5+ runs.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs'], 'signals': {'predicted_team': 'WAS', 'opponent_team': 'STL', 'h2h_net_margin': 6, 'opponent_breakout': False, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 8, 'opponent_runs': 5, 'margin_for_predicted_team': 3, 'winner': 'WAS'}, {'date': '2026-09-18', 'predicted_team_runs': 9, 'opponent_runs': 1, 'margin_for_predicted_team': 8, 'winner': 'WAS'}, {'date': '2026-04-08', 'predicted_team_runs': 1, 'opponent_runs': 6, 'margin_for_predicted_team': -5, 'winner': 'STL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'WAS', 'home': 'STL', 'game_number': 1, 'predicted_team': 'WAS', 'actual_winner': 'WAS', 'actual_margin': 3, 'raw_pick_probability': 0.543104, 'artifact': '20260919_WAS@STL.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'WAS', 'home': 'STL', 'game_number': 1, 'predicted_team': 'STL', 'actual_winner': 'WAS', 'actual_margin': 8, 'raw_pick_probability': 0.509375, 'artifact': '20260918_WAS@STL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'WAS', 'guardrail_opponent_team': 'STL', 'output_pre_simulation_winner': 'WAS', 'output_opponent_team': 'STL', 'simulation_score_winner': 'WAS', 'final_score_winner': 'WAS', 'pre_simulation_winner': 'WAS', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'WAS 6 - 5 STL', 'winner': 'WAS'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'WAS 6 - 5 STL', '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': -0.0292, 'recent_form_edge_home_minus_away': -0.646, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 5, 'winner': 'WAS', 'model_winner': 'WAS', 'simulation_winner': 'WAS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'WAS', 'published_winner_draw_share': 0.1667, 'draw_majority_team': 'STL', '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': 6, 'home_runs': 5}, 'simulation_score': {'away_runs': 6, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.3526, 'winner': 'WAS', 'score_reviewed': {'away_runs': 6, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_WAS@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: WAS@STL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -8.0, 'absolute_net_margin': 8.0, 'home_average_margin': -1.6, 'home_run_delta': -0.0462, 'away_run_delta': 0.0462, 'evidence': [{'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -8.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 5, 'probability': 0.019248300246212525}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.01896189298207488}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01869097842927214}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.018412863898248193}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.017670104057603428}], 'home_distribution': {'0': 0.05085525440426786, '1': 0.07820418334675061, '2': 0.10720388241024047, '3': 0.13100184633739465, '4': 0.1427022083678869, '5': 0.13857036020302646, '6': 0.11994892833819616, '7': 0.0925568941539645, '8': 0.06366599754981914, '9': 0.03903846186387735, '10': 0.02133851645138781, '11': 0.010397337001242159, '12': 0.004516129571945953}, 'away_distribution': {'0': 0.04376193383086692, '1': 0.06762883185467006, '2': 0.09408840251743769, '3': 0.11784444949794251, '4': 0.13287736187789778, '5': 0.13488438943138373, '6': 0.12326540636594358, '7': 0.10141204985630226, '8': 0.07511155254124603, '9': 0.05008327781816158, '10': 0.030064056460801295, '11': 0.01624692741778418, '12': 0.007904305736751983, '13': 0.003461983936671375, '14': 0.0013650708561391619}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -0.2323, 'recent_quality_edge': -0.576, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.3526}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'WAS 6 - 5 STL', 'winner': 'WAS'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'WAS 6 - 5 STL', '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': -0.0292, 'recent_form_edge_home_minus_away': -0.646, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 5, 'winner': 'WAS', 'model_winner': 'WAS', 'simulation_winner': 'WAS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'WAS', 'published_winner_draw_share': 0.1667, 'draw_majority_team': 'STL', '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': 6, 'home_runs': 5}, 'simulation_score': {'away_runs': 6, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.3526, 'winner': 'WAS', 'score_reviewed': {'away_runs': 6, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
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: 175.
PASSpitch_countsimulationWASPITCH_COUNT_TOTAL_MATCHWAS pitch_count_summary total, row sum, and pitching total all match: 137.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
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_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_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.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: WAS 6 - 5 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: WAS 6 - 5 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 6-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=WAS, simulation=WAS, published=WAS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.512.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): WAS wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS wins 6-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-5, final 6-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: WAS wins 6-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match WAS pitching: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match WAS pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match WAS pitching: 7.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match WAS pitching: 6.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches WAS BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match STL pitching: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match STL pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match STL pitching: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match STL pitching: 14.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=36 matches STL BF=36.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 6.
PASSconfidence_calibrationCONFIDENCE_CALIBRATION_APPLIEDEmpirical confidence blend verified: 0.569 -> 0.558 at weight 0.500.{'method': 'empirical_hit_rate_weighted_v1', 'applied': True, 'reason': 'raw confidence blended with verified historical bucket hit rate', 'raw_confidence': 0.568913, 'sample_size': 490, 'empirical_hit_rate': 0.5469, 'empirical_weight': 0.5, 'blended_confidence': 0.557906, 'published_confidence': 0.512495, 'published_after_governors': True, 'governor_mode': 'shrinkage_not_clamp'}
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_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.
PASScurrent_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.512.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.512.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.488.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.551/0.749.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: WAS 5, STL 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: WAS 6 - STL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: WAS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for WAS; cap=0.58, reasons=predicted side recently lost this matchup by 5+ runs.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs'], 'signals': {'predicted_team': 'WAS', 'opponent_team': 'STL', 'h2h_net_margin': 6, 'opponent_breakout': False, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-09-19', 'predicted_team_runs': 8, 'opponent_runs': 5, 'margin_for_predicted_team': 3, 'winner': 'WAS'}, {'date': '2026-09-18', 'predicted_team_runs': 9, 'opponent_runs': 1, 'margin_for_predicted_team': 8, 'winner': 'WAS'}, {'date': '2026-04-08', 'predicted_team_runs': 1, 'opponent_runs': 6, 'margin_for_predicted_team': -5, 'winner': 'STL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260919', 'away': 'WAS', 'home': 'STL', 'game_number': 1, 'predicted_team': 'WAS', 'actual_winner': 'WAS', 'actual_margin': 3, 'raw_pick_probability': 0.543104, 'artifact': '20260919_WAS@STL.json', 'verification': 'pregame_official_final'}, {'date': '20260918', 'away': 'WAS', 'home': 'STL', 'game_number': 1, 'predicted_team': 'STL', 'actual_winner': 'WAS', 'actual_margin': 8, 'raw_pick_probability': 0.509375, 'artifact': '20260918_WAS@STL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'WAS', 'guardrail_opponent_team': 'STL', 'output_pre_simulation_winner': 'WAS', 'output_opponent_team': 'STL', 'simulation_score_winner': 'WAS', 'final_score_winner': 'WAS', 'pre_simulation_winner': 'WAS', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'flip_authority': 'caps_confidence_and_shifts_runs_only', 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'WAS 6 - 5 STL', 'winner': 'WAS'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'WAS 6 - 5 STL', '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': -0.0292, 'recent_form_edge_home_minus_away': -0.646, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 5, 'winner': 'WAS', 'model_winner': 'WAS', 'simulation_winner': 'WAS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'WAS', 'published_winner_draw_share': 0.1667, 'draw_majority_team': 'STL', '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': 6, 'home_runs': 5}, 'simulation_score': {'away_runs': 6, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.3526, 'winner': 'WAS', 'score_reviewed': {'away_runs': 6, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-09-20.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260920_WAS@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: WAS@STL.
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSH2H base feature is implemented and its runtime trace passed.{'method': 'h2h_net_margin_monotonic_v1', 'available': True, 'sample_size': 5, 'sample_weight': 0.0577, 'home_net_margin': -8.0, 'absolute_net_margin': 8.0, 'home_average_margin': -1.6, 'home_run_delta': -0.0462, 'away_run_delta': 0.0462, 'evidence': [{'game_id': None, 'home_margin': -3.0}, {'game_id': None, 'home_margin': -8.0}, {'game_id': None, 'home_margin': 5.0}, {'game_id': None, 'home_margin': 1.0}, {'game_id': None, 'home_margin': -3.0}], 'adaptive_parameters': {'h2h.history_limit': 5, 'h2h.maximum_weight': 0.15, 'h2h.prior_games': 8.0, 'h2h.maximum_total_shift': 0.65}}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSScore distribution widening is implemented and its runtime trace passed.{'most_likely': [{'home_runs': 4, 'away_runs': 5, 'probability': 0.019248300246212525}, {'home_runs': 4, 'away_runs': 4, 'probability': 0.01896189298207488}, {'home_runs': 5, 'away_runs': 5, 'probability': 0.01869097842927214}, {'home_runs': 5, 'away_runs': 4, 'probability': 0.018412863898248193}, {'home_runs': 3, 'away_runs': 5, 'probability': 0.017670104057603428}], 'home_distribution': {'0': 0.05085525440426786, '1': 0.07820418334675061, '2': 0.10720388241024047, '3': 0.13100184633739465, '4': 0.1427022083678869, '5': 0.13857036020302646, '6': 0.11994892833819616, '7': 0.0925568941539645, '8': 0.06366599754981914, '9': 0.03903846186387735, '10': 0.02133851645138781, '11': 0.010397337001242159, '12': 0.004516129571945953}, 'away_distribution': {'0': 0.04376193383086692, '1': 0.06762883185467006, '2': 0.09408840251743769, '3': 0.11784444949794251, '4': 0.13287736187789778, '5': 0.13488438943138373, '6': 0.12326540636594358, '7': 0.10141204985630226, '8': 0.07511155254124603, '9': 0.05008327781816158, '10': 0.030064056460801295, '11': 0.01624692741778418, '12': 0.007904305736751983, '13': 0.003461983936671375, '14': 0.0013650708561391619}, 'model': 'overdispersed_score_distribution', 'variance_multiplier': 2.05, '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': -0.2323, 'recent_quality_edge': -0.576, 'season_weight': 0.65, 'recent_weight': 0.35, 'recent_reliability': 1.0, 'alignment': 'aligned', 'blended_quality_edge': -0.3526}
PASSoptimization_roadmapOPTIMIZATION_ROADMAP_STATUSSimulation flip control is implemented and its runtime trace passed.{'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'WAS 6 - 5 STL', 'winner': 'WAS'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'WAS 6 - 5 STL', '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': -0.0292, 'recent_form_edge_home_minus_away': -0.646, 'winner_direction': 'away', 'thresholds': {'pitcher_matchup': 0.35, 'recent_form': 0.75}}, 'margin_widening_capped': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'organic_simulation_realized_target', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_target_authoritative_simulation_realizes_v3', 'away_runs': 6, 'home_runs': 5, 'winner': 'WAS', 'model_winner': 'WAS', 'simulation_winner': 'WAS', 'simulation_winner_agrees': True, 'simulation_agreement_scope': 'selected_draw_only', 'simulation_distribution_agreement': {'available': True, 'draw_count': 6, 'published_winner': 'WAS', 'published_winner_draw_share': 0.1667, 'draw_majority_team': 'STL', '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': 6, 'home_runs': 5}, 'simulation_score': {'away_runs': 6, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.3526, 'winner': 'WAS', 'score_reviewed': {'away_runs': 6, 'home_runs': 5, 'source': 'enhanced_prediction.pre_simulation_target'}, 'reason': 'published margin is directionally supported or within review threshold'}}
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v4_continuous_learning__player_form_v3_5_10_season.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
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: 175.
PASSpitch_countsimulationWASPITCH_COUNT_TOTAL_MATCHWAS pitch_count_summary total, row sum, and pitching total all match: 137.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingPITCHER_APPEARANCE_COHERENTAll 10 pitchers in the box actually appeared.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
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_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_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.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: WAS 6 - 5 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: WAS 6 - 5 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 6-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=WAS, simulation=WAS, published=WAS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.512.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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): WAS wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS wins 6-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-5, final 6-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: WAS wins 6-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=8, sim=7; 2B: current=2, sim=1; 3B: current=0, sim=1; HR: current=1, sim=2; RBI: current=4, sim=5; R: current=4, sim=5; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: JJ Wetherholt: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Leonardo Bernal: AB current=4 box=3, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Thomas Saggese: AB current=4 box=3, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Bryan Torres: AB current=3 box=4, H current=0 box=2, 3B current=0 box=1, HR current=0 box=1; Iván Herrera: 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Alec Burleson: BB current=1 box=0, SO current=1 box=0; José Fermín: RBI current=1 box=0; Jordan Walker: 2B current=1 box=0, RBI current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=8, sim=5; 2B: current=2, sim=0; HR: current=1, sim=3; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=3, sim=4; SO: current=8, sim=14).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: James Wood: AB current=4 box=2, RBI current=1 box=4, BB current=1 box=2, SO current=1 box=0; CJ Abrams: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Brady House: H current=1 box=0, SO current=1 box=3; Dylan Crews: 2B current=1 box=0, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Andrés Chaparro: 2B current=1 box=0, HR current=0 box=1, R current=0 box=1, BB current=1 box=0; Daylen Lile: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Nasim Nuñez: AB current=3 box=4, SO current=1 box=2; Harry Ford: AB current=3 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.3340508971433715.076074385994112Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.512Enhanced ML with recent form, H2H, low-score analysis (confidence shrunk by winner_starter_is_below_average, projected_margin_is_one_run, matchup_recency_guardrail)
embedded_savant_run_environment55Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review65Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target65Capped at max 12 realistic runs
simulation_result65Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
WAS02003100065
STL10010001257
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentWASbatting33820145380000
currentWASpitching725369.0500
currentSTLbatting33820144370000
currentSTLpitching5364149.0600
simulationWASbatting3250036641400
simulationWASpitching725368.0534137
simulationSTLbatting317112553600
simulationSTLpitching5364149.0636175
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentWASDHJames Wood041001111100.250
currentWAS2BCJ Abrams041000110100.250
currentWAS3BBrady House041000000100.250
currentWASRFDylan Crews041100000100.250
currentWAS1BAndrés Chaparro041100011100.250
currentWASLFDaylen Lile041000110100.250
currentWASSSNasim Nuñez030000000100.000
currentWASCHarry Ford031000101100.333
currentWASCFJacob Young031000100000.333
currentSTL2BJJ Wetherholt041000101100.250
currentSTLCLeonardo Bernal041100010100.250
currentSTLSSThomas Saggese041000000100.250
currentSTLLFBryan Torres030000000100.000
currentSTLDHIván Herrera041000101100.250
currentSTL1BAlec Burleson041001111100.250
currentSTL3BJosé Fermín031000010000.333
currentSTLRFJordan Walker041100110100.250
currentSTLCFNathan Church031000000000.333
simulationWAS1DHJames Wood421001142000.500
simulationWAS21BAndrés Chaparro441001110200.250
simulationWAS33BBrady House440000000300.000
simulationWAS42BCJ Abrams430000101200.000
simulationWAS5RFDylan Crews441001110100.250
simulationWAS6LFDaylen Lile431000101000.333
simulationWAS7CHarry Ford440000000300.000
simulationWAS8CFJacob Young441000100100.250
simulationWAS9SSNasim Nuñez440000000200.000
simulationSTL12BJJ Wetherholt430000001200.000
simulationSTL2DHIván Herrera441100110100.250
simulationSTL31BAlec Burleson441001110000.250
simulationSTL4RFJordan Walker441000100000.250
simulationSTL5CLeonardo Bernal430000001000.000
simulationSTL6SSThomas Saggese431000101000.333
simulationSTL7LFBryan Torres442011130100.500
simulationSTL83BJosé Fermín331000000000.333
simulationSTL9CFNathan Church330000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentWAS1Jake IrvinStarter5.0322261003.605.511.41
currentWAS2Brad LordSetup Man1.1000000000.003.941.24
currentWAS3Erik TolmanCloser1.0100000000.003.091.37
currentWAS4Luis PeralesMiddle Reliever (High Leverage)1.0111100009.009.002.33
currentWAS5Jared SimpsonMiddle Reliever (High Leverage)0.22220010027.004.151.15
currentSTL1Quinn MathewsStarter5.2444392006.353.621.39
currentSTL2Riley O'BrienCloser1.01220110018.004.141.30
currentSTL3Ryne StanekMiddle Reliever (High Leverage)1.0000120000.004.011.32
currentSTL4George SorianoSetup Man0.2000000000.004.291.40
currentSTL5Justin BruihlMiddle Reliever (High Leverage)0.2000020000.003.601.32
simulationWAS1Jake IrvinStarter5.032226117803.605.511.41
simulationWAS2Erik TolmanCloser1.01000004160.003.091.37
simulationWAS3Brad LordSetup Man1.10000004170.003.941.24
simulationWAS4Luis PeralesMiddle Reliever (High Leverage)0.111110051027.009.002.33
simulationWAS5Jared SimpsonMiddle Reliever (High Leverage)0.122200141454.004.151.15
simulationSTL1Quinn MathewsStarter5.2444392241076.353.621.39
simulationSTL2Riley O'BrienCloser1.012201142818.004.141.30
simulationSTL3George SorianoSetup Man0.2000000280.004.291.40
simulationSTL4Ryne StanekMiddle Reliever (High Leverage)1.00001204240.004.011.32
simulationSTL5Justin BruihlMiddle Reliever (High Leverage)0.2000020280.003.601.32
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
WASJake IrvinStarter5.023262080
WASBrad LordSetup Man1.10000417
WASErik TolmanCloser1.00100416
WASLuis PeralesMiddle Reliever (High Leverage)0.11110510
WASJared SimpsonMiddle Reliever (High Leverage)0.12200414
STLQuinn MathewsStarter5.2443924107
STLRiley O'BrienCloser1.02101428
STLRyne StanekMiddle Reliever (High Leverage)1.00012424
STLGeorge SorianoSetup Man0.2000028
STLJustin BruihlMiddle 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_OUTSwarning0010Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
OPTIMIZATION_ROADMAP_STATUSgood0004H2H, score-distribution, simulation-flip, and recent-form roadmap signals are explicitly traced and satisfy their configured safeguards.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_APPEARANCE_COHERENTgood0001Every pitcher in the box actually appeared: no 0-inning 0-batter line, and no pitch without a batter faced.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHwarning0011Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.