MLB JSON Audit Report

Generated 2026-07-12 15:34:33. 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
15Warn
1370Pass
105Info

20260712_ARI@LAD

20260712_ARI@LAD.json • 2026-07-12

ARI 4 - LAD 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_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_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=3, sim=4; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Geraldo Perdomo: R current=0 box=1, BB current=1 box=0, SO current=1 box=2; Ketel Marte: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ildemaro Vargas: H current=1 box=3, 2B current=0 box=1, HR current=0 box=2, RBI current=0 box=3; Tommy Troy: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Max Kepler: AB current=3 box=4, H current=1 box=0; Corbin Carroll: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nolan Arenado: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Gabriel Moreno: 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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; 2B: current=0, sim=3; RBI: current=4, sim=3; R: current=8, sim=3; BB: current=2, sim=4; SO: current=8, sim=5; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Andy Pages: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Shohei Ohtani: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Freddie Freeman: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, R current=1 box=0; Mookie Betts: AB current=4 box=5, R current=1 box=0, SO current=0 box=1; Tommy Edman: H current=1 box=2, 2B current=0 box=1, R current=1 box=0, SO current=1 box=0; Kyle Tucker: AB current=4 box=2, H current=1 box=0, SO current=1 box=0, SF current=0 box=1; Teoscar Hernández: H current=1 box=2, SO current=1 box=0; Max Muncy: H current=1 box=0, R current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match LAD pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match LAD pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match LAD pitching: 7.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match LAD pitching: 9.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=35 matches LAD BF=35.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match ARI pitching: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match ARI pitching: 9.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match ARI pitching: 5.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=40 matches ARI BF=40.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD 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_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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.431/0.612.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 7, LAD 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 4 - LAD 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ARI.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'LAD', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_ARI@LAD.json'}, {'date': '2026-07-10', 'predicted_team': 'LAD', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_ARI@LAD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_ARI@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@LAD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 151.
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: 170.
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: 151.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD 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_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_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_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 4 - 3 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 4 - 3 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ARI, final=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/10 (0.900).
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 is consistent: ARI wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match 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: 9/10 = 0.900.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match LAD pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match LAD pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match LAD pitching: 7.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match LAD pitching: 9.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=35 matches LAD BF=35.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match ARI pitching: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match ARI pitching: 9.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match ARI pitching: 5.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=40 matches ARI BF=40.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD 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_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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.431/0.612.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 7, LAD 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 4 - LAD 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ARI.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'LAD', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_ARI@LAD.json'}, {'date': '2026-07-10', 'predicted_team': 'LAD', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_ARI@LAD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_ARI@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@LAD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 151.
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: 170.
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: 151.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD 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_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_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_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 4 - 3 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 4 - 3 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ARI, final=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/10 (0.900).
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 is consistent: ARI wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match 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: 9/10 = 0.900.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentARICURRENT_PITCHER_DUPLICATIONARI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=3, sim=4; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Geraldo Perdomo: R current=0 box=1, BB current=1 box=0, SO current=1 box=2; Ketel Marte: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ildemaro Vargas: H current=1 box=3, 2B current=0 box=1, HR current=0 box=2, RBI current=0 box=3; Tommy Troy: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Max Kepler: AB current=3 box=4, H current=1 box=0; Corbin Carroll: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nolan Arenado: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Gabriel Moreno: 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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; 2B: current=0, sim=3; RBI: current=4, sim=3; R: current=8, sim=3; BB: current=2, sim=4; SO: current=8, sim=5; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Andy Pages: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Shohei Ohtani: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Freddie Freeman: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, R current=1 box=0; Mookie Betts: AB current=4 box=5, R current=1 box=0, SO current=0 box=1; Tommy Edman: H current=1 box=2, 2B current=0 box=1, R current=1 box=0, SO current=1 box=0; Kyle Tucker: AB current=4 box=2, H current=1 box=0, SO current=1 box=0, SF current=0 box=1; Teoscar Hernández: H current=1 box=2, SO current=1 box=0; Max Muncy: H current=1 box=0, R current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.3183455467224123.7255117893218994Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction520.510Enhanced ML with recent form, H2H, low-score analysis
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_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ARI01021000047
LAD01000002039
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentARIbatting33900034180000
currentARIpitching903459.0300
currentLADbatting34900048280000
currentLADpitching724199.0400
simulationARIbatting347202441900
simulationARIpitching903459.0340170
simulationLADbatting359300334510
simulationLADpitching724199.0435151
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentARIDHGeraldo Perdomo041000001100.250
currentARICKetel Marte041000110100.250
currentARI1BIldemaro Vargas041000100000.250
currentARI2BTommy Troy031000100100.333
currentARI3BMax Kepler031000000100.333
currentARISSCorbin Carroll041000110100.250
currentARILFNolan Arenado031000000100.333
currentARICFGabriel Moreno041000010100.250
currentARIRFLourdes Gurriel Jr.041000000100.250
currentLADCFAndy Pages041000110100.250
currentLADDHShohei Ohtani041000111100.250
currentLAD1BFreddie Freeman041000100100.250
currentLADSSMookie Betts041000100000.250
currentLAD2BTommy Edman041000100100.250
currentLADRFKyle Tucker041000111100.250
currentLADLFTeoscar Hernández041000110100.250
currentLAD3BMax Muncy031000100100.333
currentLADCEliezer Alfonzo031000000100.333
simulationARI1OFTommy Troy441100110000.250
simulationARI2SSGeraldo Perdomo441000100200.250
simulationARI32BKetel Marte440000000000.000
simulationARI41BIldemaro Vargas443102130000.750
simulationARI5CGabriel Moreno441000100100.250
simulationARI63BNolan Arenado440000000300.000
simulationARI7RFCorbin Carroll430000001200.000
simulationARI8LFMax Kepler440000000100.000
simulationARI9LFLourdes Gurriel Jr.331000000000.333
simulationLAD1DHShohei Ohtani540000001200.000
simulationLAD2CFAndy Pages550000000000.000
simulationLAD31BFreddie Freeman552100000100.400
simulationLAD4SSMookie Betts551000000100.200
simulationLAD52BTommy Edman442100000000.500
simulationLAD6RFKyle Tucker420000111000.000
simulationLAD7LFTeoscar Hernández442000110000.500
simulationLAD83BMax Muncy430000001100.000
simulationLAD9CEliezer Alfonzo432100111000.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentARI1Eduardo RodriguezStarter6.2500350000.002.451.23
currentARI2Jonathan LoáisigaMiddle Reliever1.0000000000.000.000.43
currentARI3Juan MorilloMiddle Reliever0.04220000010.802.40
currentARI4Kevin GinkelMiddle Reliever0.10110000027.009.002.00
currentARI5Paul SewaldMiddle Reliever1.0000100000.000.000.00
currentLAD1Emmet SheehanStarter5.0544052007.204.911.27
currentLAD3Edgardo HenriquezMiddle Reliever1.0000010000.002.330.91
currentLAD4Tanner ScottMiddle Reliever1.1000110000.002.630.80
currentLAD5Alex VesiaMiddle Reliever1.2200020000.002.271.14
simulationARI1Eduardo RodriguezStarter6.2500350281110.002.451.23
simulationARI2Paul SewaldMiddle Reliever1.00001004170.000.000.00
simulationARI3Jonathan LoáisigaMiddle Reliever1.00000003160.000.000.43
simulationARI4Juan MorilloMiddle Reliever0.042200042010.802.40
simulationARI5Kevin GinkelMiddle Reliever0.10110001627.009.002.00
simulationLAD1Emmet SheehanStarter5.054405220897.204.911.27
simulationLAD2Tanner ScottMiddle Reliever1.10001105210.002.630.80
simulationLAD3Edgardo HenriquezMiddle Reliever1.00000103140.002.330.91
simulationLAD4Alex VesiaMiddle Reliever1.22000207270.002.271.14
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ARIEduardo RodriguezStarter6.2053528111
ARIJonathan LoáisigaMiddle Reliever1.00000316
ARIJuan MorilloMiddle Reliever0.02400420
ARIKevin GinkelMiddle Reliever0.1100016
ARIPaul SewaldMiddle Reliever1.00010417
LADEmmet SheehanStarter5.045052089
LADEdgardo HenriquezMiddle Reliever1.00001314
LADTanner ScottMiddle Reliever1.10011521
LADAlex VesiaMiddle Reliever1.20202727
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_ATL@STL

20260712_ATL@STL.json • 2026-07-12

ATL 5 - STL 1
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_payloadcurrentSTLCURRENT_PITCHER_DUPLICATIONSTL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=1, sim=3; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Drake Baldwin: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Michael Harris II: RBI current=1 box=0, SO current=1 box=2; Matt Olson: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Ozzie Albies: AB current=4 box=2, H current=1 box=0, R current=1 box=0, BB current=0 box=2; Mauricio Dubón: 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Brewer Hicklen: AB current=3 box=4, H current=1 box=2, R current=0 box=1, SO current=1 box=2; Dominic Smith: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Jim Jarvis: AB current=3 box=4, H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; RBI: current=2, sim=1; R: current=4, sim=1; BB: current=0, sim=3; 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-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Iván Herrera: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Jordan Walker: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; JJ Wetherholt: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Alec Burleson: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Lars Nootbaar: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1; Nathan Church: AB current=3 box=4; José Fermín: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1; Masyn Winn: 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.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match STL pitching: 3.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match STL pitching: 3.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match STL pitching: 7.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match STL pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=37 matches STL BF=37.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match ATL pitching: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match ATL pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match ATL pitching: 6.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match ATL pitching: 10.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=36 matches ATL BF=36.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
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: 0.446/0.629.
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, STL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 5 - STL 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ATL.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 5, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_ATL@STL.json'}, {'date': '2026-07-10', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_ATL@STL.json'}, {'date': '2026-07-02', 'predicted_team': 'ATL', 'confidence': 0.545, 'actual_winner': None, 'actual_margin': 0, 'file': '20260702_STL@ATL.json'}, {'date': '2026-07-01', 'predicted_team': 'ATL', 'confidence': 0.6, 'actual_winner': None, 'actual_margin': 0, 'file': '20260701_STL@ATL.json'}, {'date': '2026-06-30', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260630_STL@ATL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_ATL@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@STL.
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: 148.
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_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: 148.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL 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_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_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_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 5 - 1 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 5 - 1 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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 is consistent: ATL wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 5-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-1.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-1, final 5-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match STL pitching: 3.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match STL pitching: 3.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match STL pitching: 7.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match STL pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=37 matches STL BF=37.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match ATL pitching: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match ATL pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match ATL pitching: 6.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match ATL pitching: 10.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=36 matches ATL BF=36.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
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: 0.446/0.629.
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, STL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 5 - STL 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ATL.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 5, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_ATL@STL.json'}, {'date': '2026-07-10', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_ATL@STL.json'}, {'date': '2026-07-02', 'predicted_team': 'ATL', 'confidence': 0.545, 'actual_winner': None, 'actual_margin': 0, 'file': '20260702_STL@ATL.json'}, {'date': '2026-07-01', 'predicted_team': 'ATL', 'confidence': 0.6, 'actual_winner': None, 'actual_margin': 0, 'file': '20260701_STL@ATL.json'}, {'date': '2026-06-30', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260630_STL@ATL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_ATL@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@STL.
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: 148.
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_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: 148.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL 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_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_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_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 5 - 1 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 5 - 1 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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 is consistent: ATL wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 5-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-1.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-1, final 5-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentSTLCURRENT_PITCHER_DUPLICATIONSTL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=4, sim=5; R: current=4, sim=5; BB: current=1, sim=3; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Drake Baldwin: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Michael Harris II: RBI current=1 box=0, SO current=1 box=2; Matt Olson: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Ozzie Albies: AB current=4 box=2, H current=1 box=0, R current=1 box=0, BB current=0 box=2; Mauricio Dubón: 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Brewer Hicklen: AB current=3 box=4, H current=1 box=2, R current=0 box=1, SO current=1 box=2; Dominic Smith: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Jim Jarvis: AB current=3 box=4, H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; RBI: current=2, sim=1; R: current=4, sim=1; BB: current=0, sim=3; 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-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Iván Herrera: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Jordan Walker: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; JJ Wetherholt: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Alec Burleson: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Lars Nootbaar: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1; Nathan Church: AB current=3 box=4; José Fermín: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1; Masyn Winn: 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_ml5.47981500625610352.5801756381988525Base ML historical model prediction
variance_applied62Random variance applied (0.9-1.1)
enhanced_prediction530.660Enhanced ML with recent form, H2H, low-score analysis
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_result51Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ATL21020000057
STL00000010016
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentATLbatting33900044190000
currentATLpitching6013109.0100
currentSTLbatting32900024090000
currentSTLpitching735369.0500
simulationATLbatting347103553600
simulationATLpitching6013109.0136143
simulationSTLbatting3361001131000
simulationSTLpitching735369.0537148
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentATLCDrake Baldwin041000110100.250
currentATLCFMichael Harris II041000110100.250
currentATL1BMatt Olson041000111100.250
currentATL2BOzzie Albies041000100100.250
currentATLLFMauricio Dubón041000010100.250
currentATLRFBrewer Hicklen031000000100.333
currentATLDHDominic Smith031000000100.333
currentATLSSJim Jarvis031000000100.333
currentATL3BAustin Riley041000000100.250
currentSTLDHIván Herrera041000100100.250
currentSTLRFJordan Walker041000110100.250
currentSTL2BJJ Wetherholt041000100100.250
currentSTL1BAlec Burleson041000110100.250
currentSTLLFLars Nootbaar031000000100.333
currentSTLCFNathan Church031000000100.333
currentSTL3BJosé Fermín031000000100.333
currentSTLSSMasyn Winn041000000100.250
currentSTLCJimmy Crooks031000000100.333
simulationATL1CDrake Baldwin550000000100.000
simulationATL22BOzzie Albies420000002000.000
simulationATL31BMatt Olson440000000100.000
simulationATL4CFMichael Harris II441000100200.250
simulationATL5LFMauricio Dubón441100120000.250
simulationATL6DHDominic Smith441001110000.250
simulationATL73BAustin Riley432002121000.667
simulationATL8SSJim Jarvis440000000000.000
simulationATL9RFBrewer Hicklen442000100200.500
simulationSTL12BJJ Wetherholt430000001100.000
simulationSTL2DHIván Herrera440000000200.000
simulationSTL3RFJordan Walker430000001100.000
simulationSTL41BAlec Burleson441000000000.250
simulationSTL5LFLars Nootbaar442100000100.500
simulationSTL6SSMasyn Winn440000000200.000
simulationSTL7CFNathan Church441000000100.250
simulationSTL83BJosé Fermín441000110100.250
simulationSTL9CJimmy Crooks431000001100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentATL1Danny YoungStarter3.0200250000.002.700.90
currentATL2Didier FuentesMiddle Reliever2.0000020000.002.701.20
currentATL4Dylan LeeMiddle Reliever2.0100010000.001.520.68
currentATL6Raisel IglesiasMiddle Reliever2.0311120004.502.301.12
currentSTL1Dustin MayStarter5.0755223009.004.551.25
currentSTL2George SorianoMiddle Reliever1.0000010000.003.321.11
currentSTL3JoJo RomeroMiddle Reliever1.0000120000.003.431.29
currentSTL4Riley O'BrienMiddle Reliever1.0000010000.003.431.12
currentSTL5Ryne StanekMiddle Reliever1.0000000000.004.541.46
currentSTL6Gordon GraceffoMiddle Reliever0.0000000003.001.09
simulationATL1Danny YoungStarter3.020025013520.002.700.90
simulationATL2Raisel IglesiasMiddle Reliever2.031112010384.502.301.12
simulationATL3Dylan LeeMiddle Reliever2.01000107280.001.520.68
simulationATL4Didier FuentesMiddle Reliever2.00000206250.002.701.20
simulationSTL1Dustin MayStarter5.075522324929.004.551.25
simulationSTL2Riley O'BrienMiddle Reliever1.00000103160.003.431.12
simulationSTL3JoJo RomeroMiddle Reliever1.00001204100.003.431.29
simulationSTL4George SorianoMiddle Reliever1.00000103160.003.321.11
simulationSTL5Ryne StanekMiddle Reliever1.00000003140.004.541.46
simulationSTL6Gordon GraceffoMiddle Reliever0.0000000003.001.09
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ATLDanny YoungStarter3.002251352
ATLDidier FuentesMiddle Reliever2.00002625
ATLDylan LeeMiddle Reliever2.00101728
ATLRaisel IglesiasMiddle Reliever2.013121038
STLDustin MayStarter5.057222492
STLGeorge SorianoMiddle Reliever1.00001316
STLJoJo RomeroMiddle Reliever1.00012410
STLRiley O'BrienMiddle Reliever1.00001316
STLRyne StanekMiddle Reliever1.00000314
STLGordon GraceffoMiddle Reliever0.0000000
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_BOS@NYM

20260712_BOS@NYM.json • 2026-07-12

BOS 5 - NYM 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_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_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=9; 2B: current=0, sim=3; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=0, sim=5; R: current=3, sim=5; BB: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Wilyer Abreu: 2B current=0 box=1, R current=1 box=0, SO current=1 box=0; Romy Gonzalez: H current=1 box=2, 3B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Ceddanne Rafaela: R current=0 box=1, SO current=1 box=2; Anthony Seigler: AB current=3 box=5, HR current=0 box=1, RBI current=0 box=2; Caleb Durbin: H current=1 box=0, RBI current=0 box=1, SO current=0 box=1, SF current=0 box=1; Andruw Monasterio: AB current=3 box=4, SO current=1 box=2; Jarren Duran: 2B current=0 box=1, SO current=1 box=0; Nate Eaton: H current=0 box=1, 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.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=31, sim=30; H: current=8, sim=3; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=3; R: current=2, sim=3; BB: current=1, sim=2; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Francisco Lindor: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; A.J. Ewing: AB current=4 box=3, H current=1 box=0, R current=0 box=1, BB current=0 box=1; Juan Soto: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Eric Wagaman: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1; Carson Benge: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Tyrone Taylor: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Brett Baty: AB current=3 box=2, H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Luis Torrens: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match NYM pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match NYM pitching: 9.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match NYM pitching: 8.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=37 matches NYM BF=37.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match BOS pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match BOS pitching: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match BOS pitching: 8.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=33 matches BOS BF=33.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM 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_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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
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: 0.490/0.682.
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: BOS 9, NYM 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 5 - NYM 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BOS.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'BOS', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_BOS@NYM.json'}, {'date': '2026-07-10', 'predicted_team': 'BOS', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_BOS@NYM.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_BOS@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@NYM.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
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: 145.
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: 143.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 5 - 3 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 5 - 3 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BOS, final=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: BOS wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
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: BOS wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match 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: 8/10 = 0.800.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match NYM pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match NYM pitching: 9.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match NYM pitching: 8.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=37 matches NYM BF=37.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match BOS pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match BOS pitching: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match BOS pitching: 8.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=33 matches BOS BF=33.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM 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_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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
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: 0.490/0.682.
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: BOS 9, NYM 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 5 - NYM 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BOS.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'BOS', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_BOS@NYM.json'}, {'date': '2026-07-10', 'predicted_team': 'BOS', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_BOS@NYM.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_BOS@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@NYM.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
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: 145.
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: 143.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 5 - 3 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 5 - 3 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BOS, final=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: BOS wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
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: BOS wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match 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: 8/10 = 0.800.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBOSCURRENT_PITCHER_DUPLICATIONBOS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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_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=9; 2B: current=0, sim=3; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=0, sim=5; R: current=3, sim=5; BB: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Wilyer Abreu: 2B current=0 box=1, R current=1 box=0, SO current=1 box=0; Romy Gonzalez: H current=1 box=2, 3B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Ceddanne Rafaela: R current=0 box=1, SO current=1 box=2; Anthony Seigler: AB current=3 box=5, HR current=0 box=1, RBI current=0 box=2; Caleb Durbin: H current=1 box=0, RBI current=0 box=1, SO current=0 box=1, SF current=0 box=1; Andruw Monasterio: AB current=3 box=4, SO current=1 box=2; Jarren Duran: 2B current=0 box=1, SO current=1 box=0; Nate Eaton: H current=0 box=1, 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.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=31, sim=30; H: current=8, sim=3; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=3; R: current=2, sim=3; BB: current=1, sim=2; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Francisco Lindor: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; A.J. Ewing: AB current=4 box=3, H current=1 box=0, R current=0 box=1, BB current=0 box=1; Juan Soto: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Eric Wagaman: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1; Carson Benge: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Tyrone Taylor: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Brett Baty: AB current=3 box=2, H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Luis Torrens: AB current=3 box=2, H current=1 box=0, 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_ml4.927503585815433.7932631969451904Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction630.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment63Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review63Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target63Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BOS10012000159
NYM00030000033
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBOSbatting31800003080000
currentBOSpitching313289.0300
currentNYMbatting31800012190000
currentNYMpitching915189.0500
simulationBOSbatting359311551810
simulationBOSpitching313289.0333145
simulationNYMbatting303101332801
simulationNYMpitching915189.0537143
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBOSRFWilyer Abreu041000100100.250
currentBOS1BRomy Gonzalez041000000100.250
currentBOSCFCeddanne Rafaela041000000100.250
currentBOS2BAnthony Seigler031000100100.333
currentBOS3BCaleb Durbin031000100000.333
currentBOSSSAndruw Monasterio031000000100.333
currentBOSDHJarren Duran041000000100.250
currentBOSLFNate Eaton030000000100.000
currentBOSCConnor Wong031000000100.333
currentNYMSSFrancisco Lindor041000000100.250
currentNYMCFA.J. Ewing041000000100.250
currentNYMDHJuan Soto041000111100.250
currentNYM1BEric Wagaman031000000100.333
currentNYMRFCarson Benge041000100100.250
currentNYMLFTyrone Taylor031000000100.333
currentNYM3BBrett Baty031000000100.333
currentNYMCLuis Torrens031000000100.333
currentNYM2BZack Short030000000100.000
simulationBOS12BAnthony Seigler551001120100.200
simulationBOS2CFCeddanne Rafaela441000100200.250
simulationBOS3RFWilyer Abreu441100000000.250
simulationBOS41BRomy Gonzalez442010110100.500
simulationBOS53BCaleb Durbin430000110100.000
simulationBOS6SSAndruw Monasterio441000000200.250
simulationBOS7DHJarren Duran441100000000.250
simulationBOS8LFNate Eaton431100111000.333
simulationBOS9CConnor Wong441000000100.250
simulationNYM1CFA.J. Ewing430000101000.000
simulationNYM2DHJuan Soto440000000200.000
simulationNYM3SSFrancisco Lindor442100100000.500
simulationNYM41BEric Wagaman441001130200.250
simulationNYM5RFCarson Benge440000000000.000
simulationNYM6LFTyrone Taylor440000000000.000
simulationNYM7CLuis Torrens320000001000.000
simulationNYM83BBrett Baty320000000210.000
simulationNYM92BZack Short330000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBOS1Payton TolleStarter5.2333271004.763.141.07
currentBOS2Aroldis ChapmanMiddle Reliever1.2000000000.001.301.08
currentBOS3Garrett WhitlockMiddle Reliever1.0000000000.002.250.97
currentBOS4Justin SlatenMiddle Reliever0.2000010000.005.641.57
currentNYM1Zach ThorntonStarter5.0544141007.204.351.16
currentNYM2Brooks RaleyMiddle Reliever1.0000010000.002.101.17
currentNYM3Devin WilliamsMiddle Reliever1.0100010000.004.111.50
currentNYM4Huascar BrazobánMiddle Reliever1.0211010009.002.761.09
currentNYM5Luke WeaverMiddle Reliever1.0100010000.001.890.84
simulationBOS1Payton TolleStarter5.233327123984.763.141.07
simulationBOS2Aroldis ChapmanMiddle Reliever1.20000005210.001.301.08
simulationBOS3Garrett WhitlockMiddle Reliever1.00000003130.002.250.97
simulationBOS4Justin SlatenMiddle Reliever0.20000102130.005.641.57
simulationNYM1Zach ThorntonStarter5.054414121827.204.351.16
simulationNYM2Devin WilliamsMiddle Reliever1.01000104120.004.111.50
simulationNYM3Luke WeaverMiddle Reliever1.01000104160.001.890.84
simulationNYM4Brooks RaleyMiddle Reliever1.00000103140.002.101.17
simulationNYM5Huascar BrazobánMiddle Reliever1.02110105199.002.761.09
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BOSPayton TolleStarter5.233272398
BOSAroldis ChapmanMiddle Reliever1.20000521
BOSGarrett WhitlockMiddle Reliever1.00000313
BOSJustin SlatenMiddle Reliever0.20001213
NYMZach ThorntonStarter5.045142182
NYMBrooks RaleyMiddle Reliever1.00001314
NYMDevin WilliamsMiddle Reliever1.00101412
NYMHuascar BrazobánMiddle Reliever1.01201519
NYMLuke WeaverMiddle Reliever1.00101416
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_CHC@CIN

20260712_CHC@CIN.json • 2026-07-12

CHC 5 - CIN 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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=34; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=4, sim=5; BB: current=3, sim=6; 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-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Alex Bregman: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Carson Kelly: AB current=3 box=4, BB current=0 box=1; Pete Crow-Armstrong: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Seiya Suzuki: HR current=0 box=1, BB current=0 box=1, SO current=1 box=0; Michael Busch: H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Nico Hoerner: SO current=0 box=2, HBP current=0 box=1; Ian Happ: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Dansby Swanson: H current=1 box=3, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=8, sim=4; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=3; BB: current=1, sim=2; SO: current=10, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: JJ Bleday: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Spencer Steer: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Elly De La Cruz: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Sal Stewart: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Tyler Stephenson: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Eugenio Suárez: H current=1 box=0, SO current=2 box=1; Edwin Arroyo: H current=1 box=0; Noelvi Marte: H current=1 box=2, 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.
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: 6.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match CIN pitching: 2.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match CIN pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match CIN pitching: 8.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=42 matches CIN BF=42.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match CHC pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match CHC pitching: 8.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=33 matches CHC BF=33.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN 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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
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: 0.490/0.682.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHC 8, CIN 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 5 - CIN 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'CHC', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_CHC@CIN.json'}, {'date': '2026-07-10', 'predicted_team': 'CHC', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_CHC@CIN.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_CHC@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@CIN.
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: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
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: 140.
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: 181.
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 5 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 5 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
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: CHC wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 4/10 = 0.400.
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: 6.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match CIN pitching: 2.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match CIN pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match CIN pitching: 8.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=42 matches CIN BF=42.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match CHC pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match CHC pitching: 8.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=33 matches CHC BF=33.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN 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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
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: 0.490/0.682.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHC 8, CIN 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 5 - CIN 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'CHC', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_CHC@CIN.json'}, {'date': '2026-07-10', 'predicted_team': 'CHC', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_CHC@CIN.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_CHC@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@CIN.
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: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
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: 140.
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: 181.
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 5 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 5 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
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: CHC wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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=34; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=4, sim=5; BB: current=3, sim=6; 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-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Alex Bregman: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Carson Kelly: AB current=3 box=4, BB current=0 box=1; Pete Crow-Armstrong: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Seiya Suzuki: HR current=0 box=1, BB current=0 box=1, SO current=1 box=0; Michael Busch: H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Nico Hoerner: SO current=0 box=2, HBP current=0 box=1; Ian Happ: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Dansby Swanson: H current=1 box=3, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=8, sim=4; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=3; BB: current=1, sim=2; SO: current=10, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: JJ Bleday: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Spencer Steer: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Elly De La Cruz: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Sal Stewart: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Tyler Stephenson: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Eugenio Suárez: H current=1 box=0, SO current=2 box=1; Edwin Arroyo: H current=1 box=0; Noelvi Marte: H current=1 box=2, 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_ml6.7602734565734865.468686580657959Base ML historical model prediction
variance_applied66Random variance applied (0.9-1.1)
enhanced_prediction420.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment42Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review42Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target42Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHC10000112058
CIN00000210034
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHCbatting33900045380000
currentCHCpitching413289.0300
currentCINbatting328000231100000
currentCINpitching825689.0500
simulationCHCbatting348102556811
simulationCHCpitching413289.0333140
simulationCINbatting314101332800
simulationCINpitching825689.0542181
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHC3BAlex Bregman041000011100.250
currentCHCCCarson Kelly031000100100.333
currentCHCCFPete Crow-Armstrong041000110100.250
currentCHCRFSeiya Suzuki041000110100.250
currentCHC1BMichael Busch041000001100.250
currentCHC2BNico Hoerner041000000000.250
currentCHCLFIan Happ041000101100.250
currentCHCSSDansby Swanson031000110100.333
currentCHCDHKevin Alcántara031000000100.333
currentCINLFJJ Bleday041000111100.250
currentCINCFSpencer Steer041000100100.250
currentCINSSElly De La Cruz041000100100.250
currentCIN1BSal Stewart041000010100.250
currentCINCTyler Stephenson031000000100.333
currentCINDHEugenio Suárez041000000200.250
currentCIN2BEdwin Arroyo031000000100.333
currentCINRFNoelvi Marte031000000100.333
currentCIN3BKe'Bryan Hayes030000000100.000
simulationCHC1CFPete Crow-Armstrong540000001200.000
simulationCHC2RFSeiya Suzuki541001111000.250
simulationCHC33BAlex Bregman550000000200.000
simulationCHC4CCarson Kelly541000101100.250
simulationCHC51BMichael Busch542000111100.500
simulationCHC62BNico Hoerner541000000210.250
simulationCHC7LFIan Happ430000001000.000
simulationCHC8SSDansby Swanson433101121001.000
simulationCHC9DHKevin Alcántara430000110000.000
simulationCIN1SSElly De La Cruz440000000200.000
simulationCIN21BSal Stewart431001121000.333
simulationCIN3CFSpencer Steer440000000200.000
simulationCIN4LFJJ Bleday440000000100.000
simulationCIN5DHEugenio Suárez440000000100.000
simulationCIN6CTyler Stephenson441000100000.250
simulationCIN7RFNoelvi Marte332100110000.667
simulationCIN82BEdwin Arroyo330000000100.000
simulationCIN93BKe'Bryan Hayes320000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHC1Matthew BoydStarter5.1222261003.384.311.31
currentCHC2Caleb ThielbarMiddle Reliever1.2000010000.003.951.17
currentCHC3Jacob WebbMiddle Reliever1.0211010009.003.101.30
currentCHC5Trent ThorntonMiddle Reliever1.0000000000.002.481.00
currentCIN1Andrew AbbottStarter5.0311420001.803.921.41
currentCIN2Brock BurkeMiddle Reliever1.02220110018.003.021.39
currentCIN3Emilio PagánMiddle Reliever1.0111120009.006.061.41
currentCIN4Tejay AntoneMiddle Reliever1.0111011009.002.250.89
currentCIN5Caleb FergusonMiddle Reliever1.0100120000.002.411.39
simulationCHC1Matthew BoydStarter5.122226120873.384.311.31
simulationCHC2Jacob WebbMiddle Reliever1.02110105199.003.101.30
simulationCHC3Caleb ThielbarMiddle Reliever1.20000105210.003.951.17
simulationCHC4Trent ThorntonMiddle Reliever1.00000003130.002.481.00
simulationCIN1Andrew AbbottStarter5.0311420231061.803.921.41
simulationCIN2Emilio PagánMiddle Reliever1.01111205209.006.061.41
simulationCIN3Tejay AntoneMiddle Reliever1.01110114169.002.250.89
simulationCIN4Brock BurkeMiddle Reliever1.022201151918.003.021.39
simulationCIN5Caleb FergusonMiddle Reliever1.01001205200.002.411.39
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHCMatthew BoydStarter5.122262087
CHCCaleb ThielbarMiddle Reliever1.20001521
CHCJacob WebbMiddle Reliever1.01201519
CHCTrent ThorntonMiddle Reliever1.00000313
CINAndrew AbbottStarter5.0134223106
CINBrock BurkeMiddle Reliever1.02201519
CINEmilio PagánMiddle Reliever1.01112520
CINTejay AntoneMiddle Reliever1.01101416
CINCaleb FergusonMiddle Reliever1.00112520
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_CLE@MIA

20260712_CLE@MIA.json • 2026-07-12

CLE 4 - MIA 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=30, sim=32; H: current=9, sim=5; HR: current=0, sim=3; RBI: current=2, sim=4; R: current=0, sim=4; 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: Brayan Rocchio: RBI current=1 box=0, R current=0 box=1, SO current=1 box=2; Chase DeLauter: HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Kyle Manzardo: AB current=3 box=4, H current=1 box=0; Travis Bazzana: H current=1 box=0; Kahlil Watson: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Gabriel Arias: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=0 box=3; Patrick Bailey: H current=1 box=0; Petey Halpin: AB current=3 box=2, H current=1 box=0, HBP current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=30, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=3; BB: current=1, sim=2; 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-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Otto Lopez: R current=1 box=0, SO current=1 box=2; Heriberto Hernández: AB current=3 box=4, H current=1 box=0; Xavier Edwards: AB current=4 box=3, H current=1 box=0, SO current=1 box=0; Liam Hicks: H current=1 box=2, RBI current=1 box=0; Javier Sanoja: AB current=3 box=4; Leo Jiménez: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Rece Hinds: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Esteury Ruiz: H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match MIA pitching: 0.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match MIA pitching: 3.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match MIA pitching: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=33 matches MIA BF=33.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match CLE pitching: 2.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match CLE pitching: 6.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match CLE pitching: 9.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=35 matches CLE BF=35.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.446/0.629.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 5, MIA 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 4 - MIA 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CLE.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'MIA', 'confidence': 0.63, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_CLE@MIA.json'}, {'date': '2026-07-10', 'predicted_team': 'CLE', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_CLE@MIA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_CLE@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@MIA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 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: 149.
PASSpitch_countsimulationMIAPITCH_COUNT_PITCHER_MATCHMIA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMIAPITCH_COUNT_TOTAL_MATCHMIA pitch_count_summary total, row sum, and pitching total all match: 128.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA 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_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 4 - 3 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 4 - 3 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CLE, final=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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 is consistent: CLE wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match MIA pitching: 0.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match MIA pitching: 3.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match MIA pitching: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=33 matches MIA BF=33.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match CLE pitching: 2.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match CLE pitching: 6.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match CLE pitching: 9.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=35 matches CLE BF=35.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.446/0.629.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 5, MIA 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 4 - MIA 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CLE.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'MIA', 'confidence': 0.63, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_CLE@MIA.json'}, {'date': '2026-07-10', 'predicted_team': 'CLE', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_CLE@MIA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_CLE@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@MIA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 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: 149.
PASSpitch_countsimulationMIAPITCH_COUNT_PITCHER_MATCHMIA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMIAPITCH_COUNT_TOTAL_MATCHMIA pitch_count_summary total, row sum, and pitching total all match: 128.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA 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_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 4 - 3 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 4 - 3 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CLE, final=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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 is consistent: CLE wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=30, sim=32; H: current=9, sim=5; HR: current=0, sim=3; RBI: current=2, sim=4; R: current=0, sim=4; 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: Brayan Rocchio: RBI current=1 box=0, R current=0 box=1, SO current=1 box=2; Chase DeLauter: HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Kyle Manzardo: AB current=3 box=4, H current=1 box=0; Travis Bazzana: H current=1 box=0; Kahlil Watson: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Gabriel Arias: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=0 box=3; Patrick Bailey: H current=1 box=0; Petey Halpin: AB current=3 box=2, H current=1 box=0, HBP current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=30, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=3; BB: current=1, sim=2; 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-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Otto Lopez: R current=1 box=0, SO current=1 box=2; Heriberto Hernández: AB current=3 box=4, H current=1 box=0; Xavier Edwards: AB current=4 box=3, H current=1 box=0, SO current=1 box=0; Liam Hicks: H current=1 box=2, RBI current=1 box=0; Javier Sanoja: AB current=3 box=4; Leo Jiménez: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Rece Hinds: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Esteury Ruiz: H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.6770658493041993.598036289215088Base ML historical model prediction
variance_applied63Random variance applied (0.9-1.1)
enhanced_prediction530.660Enhanced ML with recent form, H2H, low-score analysis
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_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CLE02000010145
MIA00000030036
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCLEbatting30900020080000
currentCLEpitching613299.0300
currentMIAbatting30900013180000
currentMIApitching534089.0400
simulationCLEbatting325003440801
simulationCLEpitching613299.0335149
simulationMIAbatting336101332900
simulationMIApitching534089.0433128
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCLESSBrayan Rocchio041000010100.250
currentCLEDHChase DeLauter041000010100.250
currentCLE1BKyle Manzardo031000000100.333
currentCLE2BTravis Bazzana041000000100.250
currentCLERFKahlil Watson031000000100.333
currentCLE3BGabriel Arias031000000100.333
currentCLECPatrick Bailey031000000100.333
currentCLECFPetey Halpin031000000100.333
currentCLELFSteven Kwan031000000000.333
currentMIASSOtto Lopez041000100100.250
currentMIALFHeriberto Hernández031000000100.333
currentMIA2BXavier Edwards041000001100.250
currentMIA1BLiam Hicks041000110000.250
currentMIARFJavier Sanoja031000000000.333
currentMIA3BLeo Jiménez031000000100.333
currentMIADHRece Hinds031000000200.333
currentMIACFEsteury Ruiz031000000100.333
currentMIACBrian Navarreto031000100100.333
simulationCLE12BTravis Bazzana440000000100.000
simulationCLE2SSBrayan Rocchio441000100200.250
simulationCLE3DHChase DeLauter441001110000.250
simulationCLE41BKyle Manzardo440000000100.000
simulationCLE5RFKahlil Watson441000100000.250
simulationCLE63BGabriel Arias442002130100.500
simulationCLE7CFPetey Halpin320000000110.000
simulationCLE8CPatrick Bailey330000000100.000
simulationCLE9LFSteven Kwan330000000100.000
simulationMIA1SSOtto Lopez441000000200.250
simulationMIA2LFHeriberto Hernández440000000100.000
simulationMIA31BLiam Hicks442000100000.500
simulationMIA42BXavier Edwards430000001000.000
simulationMIA5RFJavier Sanoja441000000000.250
simulationMIA63BLeo Jiménez440000000300.000
simulationMIA7CFEsteury Ruiz430000001100.000
simulationMIA8DHRece Hinds441100110100.250
simulationMIA9CBrian Navarreto331001120100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCLE1Joey CantilloStarter5.1411080001.693.661.39
currentCLE2Cade SmithMiddle Reliever1.12221010013.502.701.08
currentCLE3Colin HoldermanMiddle Reliever1.1000010000.001.530.76
currentCLE4Hunter GaddisMiddle Reliever1.0000100000.002.431.25
currentMIA1Tyler PhillipsStarter5.0322021003.603.281.36
currentMIA2Calvin FaucherMiddle Reliever1.0111011009.004.541.54
currentMIA3Michael PetersenMiddle Reliever1.0000030000.002.920.97
currentMIA4Pete FairbanksMiddle Reliever1.0000020000.006.751.43
currentMIA5William KempnerMiddle Reliever1.0111001009.002.920.97
simulationCLE1Joey CantilloStarter5.141108020901.693.661.39
simulationCLE2Cade SmithMiddle Reliever1.122210172513.502.701.08
simulationCLE3Hunter GaddisMiddle Reliever1.00001004170.002.431.25
simulationCLE4Colin HoldermanMiddle Reliever1.10000104170.001.530.76
simulationMIA1Tyler PhillipsStarter5.032202119733.603.281.36
simulationMIA2Pete FairbanksMiddle Reliever1.00000203160.006.751.43
simulationMIA3Calvin FaucherMiddle Reliever1.01110114169.004.541.54
simulationMIA4Michael PetersenMiddle Reliever1.00000303150.002.920.97
simulationMIA5William KempnerMiddle Reliever1.0111001489.002.920.97
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CLEJoey CantilloStarter5.114082090
CLECade SmithMiddle Reliever1.12210725
CLEColin HoldermanMiddle Reliever1.10001417
CLEHunter GaddisMiddle Reliever1.00010417
MIATyler PhillipsStarter5.023021973
MIACalvin FaucherMiddle Reliever1.01101416
MIAMichael PetersenMiddle Reliever1.00003315
MIAPete FairbanksMiddle Reliever1.00002316
MIAWilliam KempnerMiddle Reliever1.0110048
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_COL@SF

20260712_COL@SF.json • 2026-07-12

COL 4 - SF 5
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_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-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=3, sim=4; BB: current=1, sim=3; SO: current=9, sim=4).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: Mickey Moniak: HR current=0 box=1; Jake McCarthy: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Hunter Goodman: H current=1 box=0, R current=1 box=0, SO current=1 box=2; TJ Rumfield: H current=1 box=0, BB current=1 box=0, SO current=1 box=0; Troy Johnston: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Kyle Karros: AB current=3 box=4, SO current=1 box=0; Cole Carrigg: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Tyler Freeman: SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (2B: current=0, sim=1; 3B: current=0, sim=1; RBI: current=2, sim=5; R: current=4, sim=5; BB: current=0, sim=4; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Heliot Ramos: H current=1 box=2, 2B current=0 box=1, BB current=0 box=1; Casey Schmitt: RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Luis Arraez: H current=1 box=2, RBI current=0 box=2, SO current=1 box=0; Rafael Devers: 3B current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Jung Hoo Lee: H current=1 box=0, SO current=0 box=3; Bryce Eldridge: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Willy Adames: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Drew Gilbert: H current=1 box=2, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match SF pitching: 7.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match SF pitching: 4.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=37 matches SF BF=37.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match COL pitching: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match COL pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match COL pitching: 9.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match COL pitching: 9.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=37 matches COL BF=37.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.510.
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: 0.392/0.635.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: COL 7, SF 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 4 - SF 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SF.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SF.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'SF', 'confidence': 0.5727695766430723, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_COL@SF.json'}, {'date': '2026-07-10', 'predicted_team': 'SF', 'confidence': 0.63, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_COL@SF.json'}, {'date': '2026-07-09', 'predicted_team': 'COL', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260709_COL@SF.json'}, {'date': '2026-07-05', 'predicted_team': 'COL', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260705_SF@COL.json'}, {'date': '2026-07-04', 'predicted_team': 'SF', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260704_SF@COL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_COL@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@SF.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
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: 155.
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: 149.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 4 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 4 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SF wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SF, final=SF.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SF wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SF wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
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: SF wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match SF pitching: 7.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match SF pitching: 4.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=37 matches SF BF=37.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match COL pitching: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match COL pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match COL pitching: 9.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match COL pitching: 9.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=37 matches COL BF=37.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.510.
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: 0.392/0.635.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: COL 7, SF 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 4 - SF 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SF.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SF.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'SF', 'confidence': 0.5727695766430723, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_COL@SF.json'}, {'date': '2026-07-10', 'predicted_team': 'SF', 'confidence': 0.63, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_COL@SF.json'}, {'date': '2026-07-09', 'predicted_team': 'COL', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260709_COL@SF.json'}, {'date': '2026-07-05', 'predicted_team': 'COL', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260705_SF@COL.json'}, {'date': '2026-07-04', 'predicted_team': 'SF', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260704_SF@COL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_COL@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@SF.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
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: 155.
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: 149.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 4 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 4 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SF wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SF, final=SF.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SF wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SF wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
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: SF wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 5/10 = 0.500.
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_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-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=3, sim=4; BB: current=1, sim=3; SO: current=9, sim=4).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: Mickey Moniak: HR current=0 box=1; Jake McCarthy: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Hunter Goodman: H current=1 box=0, R current=1 box=0, SO current=1 box=2; TJ Rumfield: H current=1 box=0, BB current=1 box=0, SO current=1 box=0; Troy Johnston: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Kyle Karros: AB current=3 box=4, SO current=1 box=0; Cole Carrigg: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Tyler Freeman: SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (2B: current=0, sim=1; 3B: current=0, sim=1; RBI: current=2, sim=5; R: current=4, sim=5; BB: current=0, sim=4; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Heliot Ramos: H current=1 box=2, 2B current=0 box=1, BB current=0 box=1; Casey Schmitt: RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Luis Arraez: H current=1 box=2, RBI current=0 box=2, SO current=1 box=0; Rafael Devers: 3B current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Jung Hoo Lee: H current=1 box=0, SO current=0 box=3; Bryce Eldridge: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Willy Adames: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Drew Gilbert: H current=1 box=2, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.0802597999572756.079704761505127Base ML historical model prediction
variance_applied46Random variance applied (0.9-1.1)
enhanced_prediction340.510Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
COL00004000047
SF20030000059
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCOLbatting33900034190000
currentCOLpitching905498.0500
currentSFbatting33900024080000
currentSFpitching724349.0400
simulationCOLbatting347202443400
simulationCOLpitching905498.0537155
simulationSFbatting339110554900
simulationSFpitching724349.0437149
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCOLDHMickey Moniak041000110100.250
currentCOLRFJake McCarthy041000010100.250
currentCOLCHunter Goodman041000100100.250
currentCOL1BTJ Rumfield041000001100.250
currentCOLLFTroy Johnston031000000100.333
currentCOL3BKyle Karros031000100100.333
currentCOLCFCole Carrigg031000110100.333
currentCOL2BTyler Freeman041000000100.250
currentCOLSSEzequiel Tovar041000000100.250
currentSFLFHeliot Ramos041000100100.250
currentSF3BCasey Schmitt041000110100.250
currentSF2BLuis Arraez041000100100.250
currentSF1BRafael Devers041000110100.250
currentSFRFJung Hoo Lee041000000000.250
currentSFDHBryce Eldridge031000000100.333
currentSFSSWilly Adames041000000100.250
currentSFCFDrew Gilbert031000000100.333
currentSFCDrew Cavanaugh031000000100.333
simulationCOL1RFJake McCarthy552101130000.400
simulationCOL2DHMickey Moniak441001110100.250
simulationCOL3CHunter Goodman440000000200.000
simulationCOL41BTJ Rumfield440000000000.000
simulationCOL53BKyle Karros441000100000.250
simulationCOL6CFCole Carrigg432100101100.667
simulationCOL7LFTroy Johnston430000001000.000
simulationCOL82BTyler Freeman441000000000.250
simulationCOL9SSEzequiel Tovar430000001000.000
simulationSF1LFHeliot Ramos542100101100.500
simulationSF22BLuis Arraez442000120000.500
simulationSF33BCasey Schmitt441000000200.250
simulationSF41BRafael Devers441010120200.250
simulationSF5RFJung Hoo Lee440000000300.000
simulationSF6DHBryce Eldridge440000000000.000
simulationSF7SSWilly Adames430000001100.000
simulationSF8CFDrew Gilbert432000101000.667
simulationSF9CDrew Cavanaugh431000111000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCOL1Michael LorenzenStarter4.2855250009.646.461.78
currentCOL2Antonio SenzatelaMiddle Reliever1.1000000000.003.001.19
currentCOL3Jimmy HergetMiddle Reliever1.0000030000.003.751.29
currentCOL4Brennan BernardinoMiddle Reliever0.2000210000.003.051.28
currentCOL5Jordan RomanoMiddle Reliever0.1100000000.005.401.71
currentSF1Trevor McDonaldStarter4.1544232008.315.461.38
currentSF2Caleb KilianMiddle Reliever1.1100000000.004.031.29
currentSF3Dylan SmithMiddle Reliever1.0100100000.003.551.18
currentSF4Erik MillerMiddle Reliever1.0000010000.003.121.42
currentSF6Sam HentgesMiddle Reliever1.1000000000.002.041.53
simulationCOL1Michael LorenzenStarter4.285525024919.646.461.78
simulationCOL2Antonio SenzatelaMiddle Reliever1.10000004110.003.001.19
simulationCOL3Jordan RomanoMiddle Reliever0.11000002200.005.401.71
simulationCOL4Jimmy HergetMiddle Reliever1.00000303170.003.751.29
simulationCOL5Brennan BernardinoMiddle Reliever0.20002104160.003.051.28
simulationSF1Trevor McDonaldStarter4.154423220828.315.461.38
simulationSF2Caleb KilianMiddle Reliever1.11000005160.004.031.29
simulationSF3Erik MillerMiddle Reliever1.00000103140.003.121.42
simulationSF4Sam HentgesMiddle Reliever1.10000004170.002.041.53
simulationSF5Dylan SmithMiddle Reliever1.01001005200.003.551.18
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
COLMichael LorenzenStarter4.258252491
COLAntonio SenzatelaMiddle Reliever1.10000411
COLJimmy HergetMiddle Reliever1.00003317
COLBrennan BernardinoMiddle Reliever0.20021416
COLJordan RomanoMiddle Reliever0.10100220
SFTrevor McDonaldStarter4.145232082
SFCaleb KilianMiddle Reliever1.10100516
SFDylan SmithMiddle Reliever1.00110520
SFErik MillerMiddle Reliever1.00001314
SFSam HentgesMiddle Reliever1.10000417
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_HOU@TEX

20260712_HOU@TEX.json • 2026-07-12

HOU 2 - TEX 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=1; R: current=5, sim=2; BB: current=1, sim=3; 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-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jeremy Peña: BB current=0 box=1, SO current=1 box=0; Christian Walker: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Jose Altuve: AB current=4 box=3, R current=1 box=0, BB current=0 box=1; Yordan Alvarez: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0; LaMonte Wade Jr.: RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Cam Smith: AB current=3 box=4, 2B current=0 box=1; Brice Matthews: AB current=3 box=4, H current=1 box=0; Christian Vázquez: AB current=3 box=4, H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=7; 2B: current=0, sim=2; BB: current=0, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Wyatt Langford: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Joc Pederson: R current=0 box=1, BB current=0 box=1, HBP current=0 box=1; Josh Jung: AB current=4 box=5, R current=1 box=0; Brandon Nimmo: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Jake Burger: AB current=4 box=5, H current=1 box=2, RBI current=1 box=2, R current=0 box=1; Nicky Lopez: H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Evan Carter: 2B current=0 box=1, BB current=0 box=1; Ezequiel Duran: H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match TEX pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match TEX pitching: 7.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match TEX pitching: 7.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=37 matches TEX BF=37.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match HOU pitching: 7.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match HOU pitching: 7.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match HOU pitching: 8.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=41 matches HOU BF=41.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
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: 0.446/0.629.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 7, TEX 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 2 - TEX 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TEX.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'HOU', 'confidence': 0.6123615972973039, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_HOU@TEX.json'}, {'date': '2026-07-10', 'predicted_team': 'HOU', 'confidence': 0.5498711245207857, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_HOU@TEX.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_HOU@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@TEX.
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: 140.
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: 174.
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: 140.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 2 - 3 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 2 - 3 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TEX, final=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TEX wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 2-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-3.
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: TEX wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match TEX pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match TEX pitching: 7.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match TEX pitching: 7.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=37 matches TEX BF=37.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match HOU pitching: 7.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match HOU pitching: 7.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match HOU pitching: 8.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=41 matches HOU BF=41.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
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: 0.446/0.629.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 7, TEX 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 2 - TEX 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TEX.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'HOU', 'confidence': 0.6123615972973039, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_HOU@TEX.json'}, {'date': '2026-07-10', 'predicted_team': 'HOU', 'confidence': 0.5498711245207857, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_HOU@TEX.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_HOU@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@TEX.
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: 140.
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: 174.
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: 140.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 2 - 3 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 2 - 3 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TEX, final=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TEX wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 2-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-3.
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: TEX wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=1; R: current=5, sim=2; BB: current=1, sim=3; 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-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jeremy Peña: BB current=0 box=1, SO current=1 box=0; Christian Walker: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Jose Altuve: AB current=4 box=3, R current=1 box=0, BB current=0 box=1; Yordan Alvarez: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0; LaMonte Wade Jr.: RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Cam Smith: AB current=3 box=4, 2B current=0 box=1; Brice Matthews: AB current=3 box=4, H current=1 box=0; Christian Vázquez: AB current=3 box=4, H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=7; 2B: current=0, sim=2; BB: current=0, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Wyatt Langford: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Joc Pederson: R current=0 box=1, BB current=0 box=1, HBP current=0 box=1; Josh Jung: AB current=4 box=5, R current=1 box=0; Brandon Nimmo: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Jake Burger: AB current=4 box=5, H current=1 box=2, RBI current=1 box=2, R current=0 box=1; Nicky Lopez: H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Evan Carter: 2B current=0 box=1, BB current=0 box=1; Ezequiel Duran: H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1573367118835457.854860782623291Base ML historical model prediction
variance_applied58Random variance applied (0.9-1.1)
enhanced_prediction340.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result23Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
HOU00000002027
TEX20000000137
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentHOUbatting32900025190000
currentHOUpitching703788.0300
currentTEXbatting32900033080000
currentTEXpitching712379.0200
simulationHOUbatting347101223700
simulationHOUpitching703788.0341174
simulationTEXbatting337200337801
simulationTEXpitching712379.0237140
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentHOUSSJeremy Peña041000100100.250
currentHOU3BIsaac Paredes041000000100.250
currentHOU1BChristian Walker041000100100.250
currentHOU2BJose Altuve041000100100.250
currentHOUDHYordan Alvarez041000111100.250
currentHOULFLaMonte Wade Jr.031000110100.333
currentHOURFCam Smith031000000100.333
currentHOUCFBrice Matthews031000000100.333
currentHOUCChristian Vázquez031000000100.333
currentTEXLFWyatt Langford041000110100.250
currentTEXDHJoc Pederson031000000100.333
currentTEX3BJosh Jung041000100100.250
currentTEXRFBrandon Nimmo041000000100.250
currentTEX1BJake Burger041000010100.250
currentTEX2BNicky Lopez031000000000.333
currentTEXCFEvan Carter031000000100.333
currentTEXSSEzequiel Duran041000110100.250
currentTEXCKyle Higashioka031000000100.333
simulationHOU1SSJeremy Peña541000101000.250
simulationHOU2DHYordan Alvarez442001120000.500
simulationHOU33BIsaac Paredes441000000100.250
simulationHOU41BChristian Walker440000000200.000
simulationHOU52BJose Altuve431000001100.333
simulationHOU6RFCam Smith441100000100.250
simulationHOU7LFLaMonte Wade Jr.431000001100.333
simulationHOU8CFBrice Matthews440000000100.000
simulationHOU9CChristian Vázquez440000000000.000
simulationTEX1DHJoc Pederson531000101110.333
simulationTEX2LFWyatt Langford540000001000.000
simulationTEX33BJosh Jung551000000100.200
simulationTEX4RFBrandon Nimmo542100111200.500
simulationTEX51BJake Burger552000120100.400
simulationTEX6SSEzequiel Duran440000000100.000
simulationTEX7CFEvan Carter431100001100.333
simulationTEX82BNicky Lopez430000001100.000
simulationTEX9CKyle Higashioka420000002000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentHOU1Cristian JavierStarter3.0522240006.0010.222.27
currentHOU2Bryan KingMiddle Reliever1.0000210000.002.851.27
currentHOU3Josh HaderMiddle Reliever1.0000110000.000.590.72
currentHOU4Steven OkertMiddle Reliever1.0000110000.002.360.85
currentHOU5AJ BlubaughMiddle Reliever1.0211000009.003.751.27
currentHOU6Bryan AbreuMiddle Reliever1.0000110000.005.701.60
currentTEX1MacKenzie GoreStarter5.2211250001.594.721.31
currentTEX2Jacob LatzMiddle Reliever1.1100110000.001.030.55
currentTEX3Peyton GrayMiddle Reliever1.0311011009.003.271.15
currentTEX4Tyler AlexanderMiddle Reliever1.0100000000.002.291.30
simulationHOU1Cristian JavierStarter3.052224016696.0010.222.27
simulationHOU2Josh HaderMiddle Reliever1.00001104170.000.590.72
simulationHOU3Bryan KingMiddle Reliever1.00002105210.002.851.27
simulationHOU4Steven OkertMiddle Reliever1.00001104170.002.360.85
simulationHOU5Bryan AbreuMiddle Reliever1.00001104170.005.701.60
simulationHOU6AJ BlubaughMiddle Reliever1.02110008339.003.751.27
simulationTEX1MacKenzie GoreStarter5.221125021891.594.721.31
simulationTEX2Jacob LatzMiddle Reliever1.11001106130.001.030.55
simulationTEX3Peyton GrayMiddle Reliever1.03110116229.003.271.15
simulationTEX4Tyler AlexanderMiddle Reliever1.01000004160.002.291.30
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
HOUCristian JavierStarter3.025241669
HOUBryan KingMiddle Reliever1.00021521
HOUJosh HaderMiddle Reliever1.00011417
HOUSteven OkertMiddle Reliever1.00011417
HOUAJ BlubaughMiddle Reliever1.01200833
HOUBryan AbreuMiddle Reliever1.00011417
TEXMacKenzie GoreStarter5.212252189
TEXJacob LatzMiddle Reliever1.10111613
TEXPeyton GrayMiddle Reliever1.01301622
TEXTyler AlexanderMiddle Reliever1.00100416
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_KC@BAL

20260712_KC@BAL.json • 2026-07-12

KC 3 - BAL 4
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=8, sim=9; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=3, sim=4; SO: current=9, sim=10; 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-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Gunnar Henderson: H current=1 box=3, 2B current=0 box=2, RBI current=0 box=2, SO current=1 box=0; Taylor Ward: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Dylan Beavers: AB current=3 box=4, SO current=1 box=2; Pete Alonso: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Blaze Alexander: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Leody Taveras: H current=0 box=1, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Colton Cowser: AB current=3 box=4, SO current=1 box=2; Samuel Basallo: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 2B: current=0, sim=2; RBI: current=1, sim=3; R: current=1, sim=3; BB: current=0, sim=2; SO: current=9, sim=5; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Lane Thomas: R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Bobby Witt Jr.: H current=1 box=2, 2B current=0 box=2, RBI current=0 box=2; Vinnie Pasquantino: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Jac Caglianone: H current=1 box=0; Salvador Perez: H current=1 box=0, RBI current=1 box=0; Michael Massey: AB current=3 box=4, SO current=1 box=0; Josh Rojas: AB current=3 box=4; Isaac Collins: AB current=3 box=2, H current=1 box=0, 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.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match KC pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match KC pitching: 9.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match KC pitching: 10.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=37 matches KC BF=37.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match BAL pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match BAL pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match BAL pitching: 6.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match BAL pitching: 5.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=35 matches BAL BF=35.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.490/0.682.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 6, BAL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 3 - BAL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BAL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BAL.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'BAL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_KC@BAL.json'}, {'date': '2026-07-10', 'predicted_team': 'BAL', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_KC@BAL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_KC@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@BAL.
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: 157.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 142.
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: 142.
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: 157.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC 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_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_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_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 3 - 4 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 3 - 4 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BAL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BAL, final=BAL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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 is consistent: BAL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BAL wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BAL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match 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: 7/10 = 0.700.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match KC pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match KC pitching: 9.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match KC pitching: 10.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=37 matches KC BF=37.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match BAL pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match BAL pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match BAL pitching: 6.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match BAL pitching: 5.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=35 matches BAL BF=35.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.490/0.682.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 6, BAL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 3 - BAL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BAL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BAL.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'BAL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_KC@BAL.json'}, {'date': '2026-07-10', 'predicted_team': 'BAL', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_KC@BAL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_KC@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@BAL.
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: 157.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 142.
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: 142.
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: 157.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC 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_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_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_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 3 - 4 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 3 - 4 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BAL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BAL, final=BAL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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 is consistent: BAL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BAL wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BAL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match 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: 7/10 = 0.700.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=8, sim=9; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=3, sim=4; SO: current=9, sim=10; 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-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Gunnar Henderson: H current=1 box=3, 2B current=0 box=2, RBI current=0 box=2, SO current=1 box=0; Taylor Ward: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Dylan Beavers: AB current=3 box=4, SO current=1 box=2; Pete Alonso: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Blaze Alexander: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Leody Taveras: H current=0 box=1, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Colton Cowser: AB current=3 box=4, SO current=1 box=2; Samuel Basallo: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 2B: current=0, sim=2; RBI: current=1, sim=3; R: current=1, sim=3; BB: current=0, sim=2; SO: current=9, sim=5; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Lane Thomas: R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Bobby Witt Jr.: H current=1 box=2, 2B current=0 box=2, RBI current=0 box=2; Vinnie Pasquantino: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Jac Caglianone: H current=1 box=0; Salvador Perez: H current=1 box=0, RBI current=1 box=0; Michael Massey: AB current=3 box=4, SO current=1 box=0; Josh Rojas: AB current=3 box=4; Isaac Collins: AB current=3 box=2, H current=1 box=0, 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_ml6.1850032806396485.551520347595215Base ML historical model prediction
variance_applied66Random variance applied (0.9-1.1)
enhanced_prediction340.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment35Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review35Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target35Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
KC00200100036
BAL00001000349
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentKCbatting32900011090000
currentKCpitching9142108.0400
currentBALbatting31800023290000
currentBALpitching603259.0300
simulationKCbatting326200332510
simulationKCpitching9142108.0437157
simulationBALbatting3393014421002
simulationBALpitching603259.0335142
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentKCCFLane Thomas031000000100.333
currentKCCCarter Jensen041000000100.250
currentKCSSBobby Witt Jr.041000100100.250
currentKCDHVinnie Pasquantino041000000100.250
currentKCRFJac Caglianone041000000100.250
currentKC1BSalvador Perez041000010100.250
currentKC2BMichael Massey031000000100.333
currentKC3BJosh Rojas031000000100.333
currentKCLFIsaac Collins031000000100.333
currentBALSSGunnar Henderson051000100100.200
currentBALDHTaylor Ward041000101100.250
currentBALLFDylan Beavers031000000100.333
currentBAL1BPete Alonso041000111100.250
currentBAL3BBlaze Alexander031000000100.333
currentBALRFLeody Taveras030000000100.000
currentBALCFColton Cowser031000000100.333
currentBALCSamuel Basallo031000010100.333
currentBAL2BJackson Holliday031000000100.333
simulationKC1CCarter Jensen441000000100.250
simulationKC2SSBobby Witt Jr.442200120100.500
simulationKC3RFJac Caglianone440000000100.000
simulationKC4CFLane Thomas431000101000.333
simulationKC5DHVinnie Pasquantino430000110000.000
simulationKC61BSalvador Perez440000000100.000
simulationKC72BMichael Massey441000000000.250
simulationKC83BJosh Rojas441000000100.250
simulationKC9LFIsaac Collins320000001000.000
simulationBAL1SSGunnar Henderson553200120000.600
simulationBAL2DHTaylor Ward440000000100.000
simulationBAL3LFDylan Beavers441000000200.250
simulationBAL41BPete Alonso430000001100.000
simulationBAL5CSamuel Basallo440000000100.000
simulationBAL63BBlaze Alexander432100100010.667
simulationBAL7CFColton Cowser441000000200.250
simulationBAL8RFLeody Taveras431001110210.333
simulationBAL92BJackson Holliday431000111100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentKC1Seth LugoStarter5.0411181001.804.561.43
currentKC2Daniel Lynch IVMiddle Reliever1.2200010000.002.350.94
currentKC3Lucas ErcegMiddle Reliever1.03331000027.004.251.50
currentKC5Alex LangeMiddle Reliever0.1000010000.005.921.53
currentBAL1Shane BazStarter6.0433230004.504.211.37
currentBAL2Rico GarciaMiddle Reliever1.1000010000.002.680.84
currentBAL3Tyler WellsMiddle Reliever1.0100000000.003.021.03
currentBAL4Yennier CanoMiddle Reliever0.2100010000.002.080.92
simulationKC1Seth LugoStarter5.041118122851.804.561.43
simulationKC2Alex LangeMiddle Reliever0.10000101210.005.921.53
simulationKC3Daniel Lynch IVMiddle Reliever1.22000107250.002.350.94
simulationKC4Lucas ErcegMiddle Reliever1.033310072627.004.251.50
simulationBAL1Shane BazStarter6.043323024984.504.211.37
simulationBAL2Tyler WellsMiddle Reliever1.01000004170.003.021.03
simulationBAL3Yennier CanoMiddle Reliever0.21000103140.002.080.92
simulationBAL4Rico GarciaMiddle Reliever1.10000104130.002.680.84
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
KCSeth LugoStarter5.014182285
KCDaniel Lynch IVMiddle Reliever1.20201725
KCLucas ErcegMiddle Reliever1.03310726
KCAlex LangeMiddle Reliever0.10001121
BALShane BazStarter6.034232498
BALRico GarciaMiddle Reliever1.10001413
BALTyler WellsMiddle Reliever1.00100417
BALYennier CanoMiddle Reliever0.20101314
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_LAA@MIN

20260712_LAA@MIN.json • 2026-07-12

LAA 3 - MIN 4
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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 (AB: current=33, sim=36; 2B: current=0, sim=4; HR: current=0, sim=1; R: current=2, sim=3; BB: current=1, 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-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Zach Neto: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Mike Trout: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Jorge Soler: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Nolan Schanuel: H current=1 box=0, SO current=1 box=0; Oswald Peraza: AB current=3 box=4, SO current=1 box=0; Jo Adell: H current=1 box=0, RBI current=1 box=0, SO current=1 box=3; Josh Lowe: AB current=3 box=4, H current=1 box=0; Logan O'Hoppe: AB current=3 box=4, H current=1 box=3, 2B 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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; 2B: current=0, sim=2; RBI: current=5, sim=4; R: current=6, sim=4; BB: current=1, sim=3; 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-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Trevor Larnach: BB current=0 box=1; Ryan Jeffers: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Kody Clemens: 2B current=0 box=1, RBI current=0 box=1; Josh Bell: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=3; Royce Lewis: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Alan Roden: AB current=3 box=4, RBI current=1 box=0, SO current=1 box=2; Brooks Lee: H current=1 box=0, RBI current=1 box=0; Luke Keaschall: AB current=3 box=4, H current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
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: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match MIN pitching: 9.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match MIN pitching: 10.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=38 matches MIN BF=38.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 3.
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: 8.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match LAA pitching: 10.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=35 matches LAA BF=35.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 4.
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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.446/0.629.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAA 9, MIN 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 3 - MIN 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIN.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'MIN', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_LAA@MIN.json'}, {'date': '2026-07-10', 'predicted_team': 'MIN', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_LAA@MIN.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_LAA@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@MIN.
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: 166.
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: 152.
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: 166.
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: 8.0.
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: 9.0.
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: 8.0.
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: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAA 3 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 3 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIN, final=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIN wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIN wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 6/10 = 0.600.
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: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match MIN pitching: 9.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match MIN pitching: 10.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=38 matches MIN BF=38.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 3.
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: 8.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match LAA pitching: 10.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=35 matches LAA BF=35.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 4.
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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.446/0.629.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAA 9, MIN 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 3 - MIN 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIN.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'MIN', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_LAA@MIN.json'}, {'date': '2026-07-10', 'predicted_team': 'MIN', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_LAA@MIN.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_LAA@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@MIN.
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: 166.
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: 152.
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: 166.
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: 8.0.
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: 9.0.
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: 8.0.
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: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAA 3 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 3 - 4 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIN, final=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIN wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIN wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 6/10 = 0.600.
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 (AB: current=33, sim=36; 2B: current=0, sim=4; HR: current=0, sim=1; R: current=2, sim=3; BB: current=1, 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-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Zach Neto: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Mike Trout: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Jorge Soler: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Nolan Schanuel: H current=1 box=0, SO current=1 box=0; Oswald Peraza: AB current=3 box=4, SO current=1 box=0; Jo Adell: H current=1 box=0, RBI current=1 box=0, SO current=1 box=3; Josh Lowe: AB current=3 box=4, H current=1 box=0; Logan O'Hoppe: AB current=3 box=4, H current=1 box=3, 2B 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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; 2B: current=0, sim=2; RBI: current=5, sim=4; R: current=6, sim=4; BB: current=1, sim=3; 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-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Trevor Larnach: BB current=0 box=1; Ryan Jeffers: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Kody Clemens: 2B current=0 box=1, RBI current=0 box=1; Josh Bell: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=3; Royce Lewis: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Alan Roden: AB current=3 box=4, RBI current=1 box=0, SO current=1 box=2; Brooks Lee: H current=1 box=0, RBI current=1 box=0; Luke Keaschall: AB current=3 box=4, H current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.92852377891540534.044251918792725Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction340.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAA10002000039
MIN20000020048
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLAAbatting33900032190000
currentLAApitching8043108.0400
currentMINbatting32900056190000
currentMINpitching9132109.0300
simulationLAAbatting3694013321000
simulationLAApitching8043108.0435152
simulationMINbatting3282004431000
simulationMINpitching9132109.0338166
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAASSZach Neto041000100100.250
currentLAADHMike Trout041000111100.250
currentLAARFJorge Soler041000010100.250
currentLAA1BNolan Schanuel041000000100.250
currentLAA2BOswald Peraza031000000100.333
currentLAALFJo Adell041000010100.250
currentLAA3BDenzer Guzman041000000100.250
currentLAACFJosh Lowe031000000100.333
currentLAACLogan O'Hoppe031000000100.333
currentMINLFTrevor Larnach031000100100.333
currentMINCRyan Jeffers041000111100.250
currentMIN2BKody Clemens041000100100.250
currentMINDHJosh Bell041000110100.250
currentMIN1BRoyce Lewis041000110100.250
currentMINRFAlan Roden031000010100.333
currentMIN3BBrooks Lee041000010100.250
currentMINCFLuke Keaschall031000100100.333
currentMINSSRyan Kreidler031000000100.333
simulationLAA1SSZach Neto552001110300.400
simulationLAA2DHMike Trout541100001100.250
simulationLAA31BNolan Schanuel440000000000.000
simulationLAA4RFJorge Soler431100121000.333
simulationLAA5LFJo Adell440000000300.000
simulationLAA6CFJosh Lowe440000000100.000
simulationLAA72BOswald Peraza441000000000.250
simulationLAA83BDenzer Guzman441000000100.250
simulationLAA9CLogan O'Hoppe443200100100.750
simulationMIN1LFTrevor Larnach431000101100.333
simulationMIN2CRyan Jeffers431000001000.333
simulationMIN3DHJosh Bell442100130100.500
simulationMIN42BKody Clemens441100110100.250
simulationMIN51BRoyce Lewis430000001100.000
simulationMIN63BBrooks Lee440000000100.000
simulationMIN7RFAlan Roden441000000200.250
simulationMIN8CFLuke Keaschall442000100100.500
simulationMIN9SSRyan Kreidler330000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAA1José SorianoStarter5.1522180003.383.401.28
currentLAA2Kirby YatesMiddle Reliever1.0100010000.002.570.95
currentLAA3Ryan ZeferjahnMiddle Reliever1.22222100010.803.801.24
currentMIN1Taj BradleyStarter6.0633281004.503.671.22
currentMIN2Andrew MorrisMiddle Reliever1.1200010000.003.481.27
currentMIN3Yoendrys GómezMiddle Reliever1.0000000000.003.501.26
currentMIN4Taylor RogersMiddle Reliever0.2000010000.004.811.54
currentMIN6Travis AdamsMiddle Reliever0.0100000006.201.54
simulationLAA1José SorianoStarter5.1522180221013.383.401.28
simulationLAA2Ryan ZeferjahnMiddle Reliever1.222221093510.803.801.24
simulationLAA3Kirby YatesMiddle Reliever1.01000104160.002.570.95
simulationMIN1Taj BradleyStarter6.0633281261024.503.671.22
simulationMIN2Yoendrys GómezMiddle Reliever1.00000003130.003.501.26
simulationMIN3Andrew MorrisMiddle Reliever1.12000106230.003.481.27
simulationMIN4Taylor RogersMiddle Reliever0.20000102170.004.811.54
simulationMIN5Travis AdamsMiddle Reliever0.01000001116.201.54
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LAAJosé SorianoStarter5.1251822101
LAAKirby YatesMiddle Reliever1.00101416
LAARyan ZeferjahnMiddle Reliever1.22221935
MINTaj BradleyStarter6.0362826102
MINAndrew MorrisMiddle Reliever1.10201623
MINYoendrys GómezMiddle Reliever1.00000313
MINTaylor RogersMiddle Reliever0.20001217
MINTravis AdamsMiddle Reliever0.00100111
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_MIL@PIT

20260712_MIL@PIT.json • 2026-07-12

MIL 4 - PIT 5
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_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-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=5, sim=4; R: current=6, sim=4; BB: current=2, sim=6; 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-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Jake Bauers: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Christian Yelich: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Brice Turang: AB current=4 box=5, SO current=1 box=3; Jackson Chourio: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Gary Sánchez: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Garrett Mitchell: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Sal Frelick: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Joey Ortiz: H current=1 box=0, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (2B: current=0, sim=3; HR: current=0, sim=2; RBI: current=4, sim=5; R: current=6, sim=5; BB: current=1, 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-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Esmerlyn Valdez: RBI current=1 box=0, BB current=0 box=1; Jake Mangum: AB current=4 box=5, H current=1 box=0, R current=1 box=0; Bryan Reynolds: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2; Brandon Lowe: 2B current=0 box=1, BB current=0 box=1, SO current=1 box=2; Ryan O'Hearn: AB current=4 box=5, H current=1 box=2, HR current=0 box=1; Marcell Ozuna: AB current=4 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Jared Triolo: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Nick Gonzales: 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.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match PIT pitching: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match PIT pitching: 7.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match PIT pitching: 7.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=41 matches PIT BF=41.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match MIL pitching: 7.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match MIL pitching: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match MIL pitching: 9.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match MIL pitching: 7.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=41 matches MIL BF=41.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASScurrent_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.510.
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: 0.446/0.629.
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 7, PIT 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 4 - PIT 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PIT.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'PIT', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_MIL@PIT.json'}, {'date': '2026-07-11', 'predicted_team': 'MIL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_MIL@PIT_2.json'}, {'date': '2026-07-10', 'predicted_team': 'PIT', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_MIL@PIT.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_MIL@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@PIT.
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: 194.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
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: 194.
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: 161.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL 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_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIL 4 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 4 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
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 is consistent: PIT wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match PIT pitching: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match PIT pitching: 7.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match PIT pitching: 7.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=41 matches PIT BF=41.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match MIL pitching: 7.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match MIL pitching: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match MIL pitching: 9.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match MIL pitching: 7.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=41 matches MIL BF=41.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASScurrent_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.510.
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: 0.446/0.629.
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 7, PIT 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 4 - PIT 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PIT.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'PIT', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_MIL@PIT.json'}, {'date': '2026-07-11', 'predicted_team': 'MIL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_MIL@PIT_2.json'}, {'date': '2026-07-10', 'predicted_team': 'PIT', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_MIL@PIT.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_MIL@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@PIT.
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: 194.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
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: 194.
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: 161.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL 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_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIL 4 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 4 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
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 is consistent: PIT wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=5, sim=4; R: current=6, sim=4; BB: current=2, sim=6; 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-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Jake Bauers: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Christian Yelich: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Brice Turang: AB current=4 box=5, SO current=1 box=3; Jackson Chourio: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Gary Sánchez: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Garrett Mitchell: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Sal Frelick: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Joey Ortiz: H current=1 box=0, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (2B: current=0, sim=3; HR: current=0, sim=2; RBI: current=4, sim=5; R: current=6, sim=5; BB: current=1, 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-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Esmerlyn Valdez: RBI current=1 box=0, BB current=0 box=1; Jake Mangum: AB current=4 box=5, H current=1 box=0, R current=1 box=0; Bryan Reynolds: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2; Brandon Lowe: 2B current=0 box=1, BB current=0 box=1, SO current=1 box=2; Ryan O'Hearn: AB current=4 box=5, H current=1 box=2, HR current=0 box=1; Marcell Ozuna: AB current=4 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Jared Triolo: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Nick Gonzales: R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.82079195976257324.206823348999023Base ML historical model prediction
variance_applied45Random variance applied (0.9-1.1)
enhanced_prediction340.510Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIL21010000047
PIT00211000159
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMILbatting32900056280000
currentMILpitching925778.0500
currentPITbatting34900046190000
currentPITpitching714679.0400
simulationMILbatting347301446701
simulationMILpitching925778.0541194
simulationPITbatting349302557700
simulationPITpitching714679.0441161
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIL1BJake Bauers041000111100.250
currentMILDHChristian Yelich041000110100.250
currentMIL2BBrice Turang041000110100.250
currentMILLFJackson Chourio051000110100.200
currentMILCGary Sánchez031000111100.333
currentMILCFGarrett Mitchell031000100100.333
currentMILRFSal Frelick031000000000.333
currentMILSSJoey Ortiz031000000100.333
currentMIL3BCooper Pratt031000000100.333
currentPITRFEsmerlyn Valdez041000110100.250
currentPITCFJake Mangum041000100100.250
currentPITLFBryan Reynolds041000111100.250
currentPIT2BBrandon Lowe041000110100.250
currentPIT1BRyan O'Hearn041000110100.250
currentPITDHMarcell Ozuna041000000100.250
currentPITSSJared Triolo031000000100.333
currentPIT3BNick Gonzales041000100100.250
currentPITCHenry Davis031000000100.333
simulationMIL1DHChristian Yelich541100000210.250
simulationMIL2LFJackson Chourio552100110000.400
simulationMIL32BBrice Turang551000110300.200
simulationMIL41BJake Bauers542100111000.500
simulationMIL5CGary Sánchez540000001000.000
simulationMIL6CFGarrett Mitchell430000001000.000
simulationMIL7RFSal Frelick431001111000.333
simulationMIL8SSJoey Ortiz430000001200.000
simulationMIL9SSCooper Pratt430000001000.000
simulationPIT1CFJake Mangum550000000100.000
simulationPIT22BBrandon Lowe541100111200.250
simulationPIT3LFBryan Reynolds542101121100.500
simulationPIT4RFEsmerlyn Valdez541000101100.250
simulationPIT51BRyan O'Hearn552001110100.400
simulationPIT63BNick Gonzales441000000100.250
simulationPIT7DHMarcell Ozuna420000002000.000
simulationPIT8SSJared Triolo432100111000.667
simulationPIT9CHenry Davis430000001000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIL1Robert GasserStarter5.2533441004.764.151.18
currentMIL2Abner UribeMiddle Reliever1.0100120000.002.561.03
currentMIL3Trevor MegillMiddle Reliever1.0211110009.002.000.92
currentMIL4Grant AndersonMiddle Reliever0.1000000000.003.271.11
currentMIL5Aaron AshbyMiddle Reliever0.0000100003.561.44
currentMIL6Jared KoenigMiddle Reliever0.0111001002.572.14
currentPIT1Paul SkenesStarter5.2633261004.763.581.04
currentPIT2Dennis SantanaMiddle Reliever1.0111200009.005.361.36
currentPIT3Gregory SotoMiddle Reliever1.0000100000.003.380.97
currentPIT4Mason MontgomeryMiddle Reliever1.0000010000.003.651.24
currentPIT5Yohan RamírezMiddle Reliever0.1000100000.003.311.34
currentPIT6Carmen MlodzinskiMiddle Reliever0.0000000003.241.36
simulationMIL1Robert GasserStarter5.2533441261024.764.151.18
simulationMIL2Trevor MegillMiddle Reliever1.02111106189.002.000.92
simulationMIL3Abner UribeMiddle Reliever1.01001205200.002.561.03
simulationMIL4Aaron AshbyMiddle Reliever0.00001001183.561.44
simulationMIL5Grant AndersonMiddle Reliever0.10000001180.003.271.11
simulationMIL6Jared KoenigMiddle Reliever0.01110012182.572.14
simulationPIT1Paul SkenesStarter5.263326125984.763.581.04
simulationPIT2Dennis SantanaMiddle Reliever1.0111200669.005.361.36
simulationPIT3Mason MontgomeryMiddle Reliever1.00000104180.003.651.24
simulationPIT4Gregory SotoMiddle Reliever1.00001004190.003.380.97
simulationPIT5Yohan RamírezMiddle Reliever0.10001002200.003.311.34
simulationPIT6Carmen MlodzinskiMiddle Reliever0.0000000003.241.36
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MILRobert GasserStarter5.2354426102
MILAbner UribeMiddle Reliever1.00112520
MILTrevor MegillMiddle Reliever1.01211618
MILGrant AndersonMiddle Reliever0.10000118
MILAaron AshbyMiddle Reliever0.00010118
MILJared KoenigMiddle Reliever0.01100218
PITPaul SkenesStarter5.236262598
PITDennis SantanaMiddle Reliever1.0112066
PITGregory SotoMiddle Reliever1.00010419
PITMason MontgomeryMiddle Reliever1.00001418
PITYohan RamírezMiddle Reliever0.10010220
PITCarmen MlodzinskiMiddle Reliever0.0000000
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_NYY@WAS

20260712_NYY@WAS.json • 2026-07-12

NYY 4 - WAS 1
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_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-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=9, sim=8; HR: current=0, sim=2; RBI: current=2, sim=4; BB: current=2, sim=4; 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-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Cody Bellinger: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Ben Rice: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Jasson Domínguez: AB current=4 box=5, H current=1 box=0; Trent Grisham: AB current=4 box=5, H current=1 box=3, RBI current=1 box=0, BB current=1 box=0; Jazz Chisholm Jr.: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; José Caballero: R current=0 box=1, BB current=0 box=1; Austin Wells: AB current=3 box=4; Ryan McMahon: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; RBI: current=3, sim=1; R: current=5, sim=1; BB: current=1, sim=2; SO: current=7, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Luis García Jr.: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Dylan Crews: R current=1 box=0, SO current=1 box=2; James Wood: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; CJ Abrams: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; José Tena: AB current=3 box=4, 2B current=0 box=1; Daylen Lile: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jorbit Vivas: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1; Keibert Ruiz: AB current=3 box=4, R 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.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match WAS pitching: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match WAS pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match WAS pitching: 8.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match WAS pitching: 7.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=39 matches WAS BF=39.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match NYY pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match NYY pitching: 0.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match NYY pitching: 6.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match NYY pitching: 9.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=35 matches NYY BF=35.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY 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_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
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: 0.490/0.682.
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 8, WAS 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 4 - WAS 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYY.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'NYY', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_NYY@WAS.json'}, {'date': '2026-07-10', 'predicted_team': 'NYY', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_NYY@WAS.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_NYY@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@WAS.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
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: 154.
PASSpitch_countsimulationWASPITCH_COUNT_PITCHER_MATCHWAS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationWASPITCH_COUNT_TOTAL_MATCHWAS pitch_count_summary total, row sum, and pitching total all match: 160.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 4 - 1 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 4 - 1 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYY wins 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-1.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-1, final 4-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 4-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match WAS pitching: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match WAS pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match WAS pitching: 8.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match WAS pitching: 7.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=39 matches WAS BF=39.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match NYY pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match NYY pitching: 0.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match NYY pitching: 6.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match NYY pitching: 9.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=35 matches NYY BF=35.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY 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_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
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: 0.490/0.682.
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 8, WAS 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 4 - WAS 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYY.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'NYY', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_NYY@WAS.json'}, {'date': '2026-07-10', 'predicted_team': 'NYY', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_NYY@WAS.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_NYY@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@WAS.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
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: 154.
PASSpitch_countsimulationWASPITCH_COUNT_PITCHER_MATCHWAS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationWASPITCH_COUNT_TOTAL_MATCHWAS pitch_count_summary total, row sum, and pitching total all match: 160.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 4 - 1 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 4 - 1 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYY wins 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-1.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-1, final 4-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 4-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=9, sim=8; HR: current=0, sim=2; RBI: current=2, sim=4; BB: current=2, sim=4; 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-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Cody Bellinger: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Ben Rice: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Jasson Domínguez: AB current=4 box=5, H current=1 box=0; Trent Grisham: AB current=4 box=5, H current=1 box=3, RBI current=1 box=0, BB current=1 box=0; Jazz Chisholm Jr.: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; José Caballero: R current=0 box=1, BB current=0 box=1; Austin Wells: AB current=3 box=4; Ryan McMahon: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; RBI: current=3, sim=1; R: current=5, sim=1; BB: current=1, sim=2; SO: current=7, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Luis García Jr.: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Dylan Crews: R current=1 box=0, SO current=1 box=2; James Wood: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; CJ Abrams: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; José Tena: AB current=3 box=4, 2B current=0 box=1; Daylen Lile: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jorbit Vivas: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1; Keibert Ruiz: AB current=3 box=4, R 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_ml4.9851245880126953.137974500656128Base ML historical model prediction
variance_applied53Random variance applied (0.9-1.1)
enhanced_prediction420.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment42Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review42Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target42Capped at max 12 realistic runs
simulation_result41Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYY00000010348
WAS00000100016
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYYbatting32900024290000
currentNYYpitching601299.0100
currentWASbatting32900035170000
currentWASpitching824479.0400
simulationNYYbatting358002444700
simulationNYYpitching601299.0135154
simulationWASbatting336100112900
simulationWASpitching824479.0439160
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYYLFCody Bellinger041000000100.250
currentNYY1BBen Rice041000111100.250
currentNYYDHJasson Domínguez041000000100.250
currentNYYCFTrent Grisham041000111100.250
currentNYY2BJazz Chisholm Jr.041000100100.250
currentNYYSSJosé Caballero031000000100.333
currentNYYCAustin Wells031000000100.333
currentNYY3BRyan McMahon031000000100.333
currentNYYRFMax Schuemann031000100100.333
currentWAS1BLuis García Jr.041000110100.250
currentWASCFDylan Crews041000100100.250
currentWASRFJames Wood041000111100.250
currentWASSSCJ Abrams041000110100.250
currentWAS2BJosé Tena031000000100.333
currentWASLFDaylen Lile041000000100.250
currentWAS3BJorbit Vivas031000000000.333
currentWASCKeibert Ruiz031000100000.333
currentWASDHJacob Young031000000100.333
simulationNYY1CFTrent Grisham553000100100.600
simulationNYY21BBen Rice551000000100.200
simulationNYY3DHJasson Domínguez550000000100.000
simulationNYY4LFCody Bellinger430000001100.000
simulationNYY52BJazz Chisholm Jr.430000001000.000
simulationNYY6SSJosé Caballero431000101100.333
simulationNYY73BRyan McMahon441001110100.250
simulationNYY8CAustin Wells441000000100.250
simulationNYY9RFMax Schuemann431001131000.333
simulationWAS1RFJames Wood440000000200.000
simulationWAS21BLuis García Jr.440000000000.000
simulationWAS3SSCJ Abrams431000001000.333
simulationWAS4CFDylan Crews441000000200.250
simulationWAS5LFDaylen Lile430000001000.000
simulationWAS62BJosé Tena441100000100.250
simulationWAS73BJorbit Vivas441000110000.250
simulationWAS8CKeibert Ruiz441000000200.250
simulationWAS9CFJacob Young331000000200.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYY1Will WarrenStarter5.0611260001.804.151.37
currentNYY2David BednarMiddle Reliever1.1000010000.002.701.10
currentNYY3Brent HeadrickMiddle Reliever1.1000010000.001.551.19
currentNYY4Fernando CruzMiddle Reliever1.1000010000.002.251.23
currentWAS1Cade CavalliStarter4.2200440000.003.881.38
currentWAS2Clayton BeeterMiddle Reliever1.1000010000.002.961.21
currentWAS3Justin LawrenceMiddle Reliever1.05330010027.006.751.89
currentWAS4Orlando RibaltaMiddle Reliever1.0000010000.003.901.23
currentWAS5PJ PoulinMiddle Reliever1.0111011009.002.701.31
simulationNYY1Will WarrenStarter5.0611260231011.804.151.37
simulationNYY2David BednarMiddle Reliever1.10000104190.002.701.10
simulationNYY3Fernando CruzMiddle Reliever1.10000104170.002.251.23
simulationNYY4Brent HeadrickMiddle Reliever1.10000104170.001.551.19
simulationWAS1Cade CavalliStarter4.220044020850.003.881.38
simulationWAS2Clayton BeeterMiddle Reliever1.10000104170.002.961.21
simulationWAS3PJ PoulinMiddle Reliever1.01110114189.002.701.31
simulationWAS4Orlando RibaltaMiddle Reliever1.00000103180.003.901.23
simulationWAS5Justin LawrenceMiddle Reliever1.053300182227.006.751.89
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYYWill WarrenStarter5.0162623101
NYYDavid BednarMiddle Reliever1.10001419
NYYBrent HeadrickMiddle Reliever1.10001417
NYYFernando CruzMiddle Reliever1.10001417
WASCade CavalliStarter4.202442085
WASClayton BeeterMiddle Reliever1.10001417
WASJustin LawrenceMiddle Reliever1.03500822
WASOrlando RibaltaMiddle Reliever1.00001318
WASPJ PoulinMiddle Reliever1.01101418
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_OAK@CHW

20260712_OAK@CHW.json • 2026-07-12

OAK 1 - CHW 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=28; H: current=9, sim=4; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=2, sim=3; R: current=4, sim=3; BB: current=1, sim=2; SO: current=9, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Colson Montgomery: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Chase Meidroth: H current=1 box=2, HR current=0 box=2, RBI current=0 box=3, SO current=1 box=0; Kyle Teel: H current=1 box=0; Tristan Peters: H current=1 box=0, BB current=0 box=1; Miguel Vargas: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Braden Montgomery: AB current=4 box=3, 2B current=0 box=1; Luisangel Acuña: H current=1 box=0; Sam Antonacci: SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=30, sim=31; H: current=9, sim=4; 2B: current=0, sim=2; R: current=0, sim=1; BB: current=0, sim=1; SO: current=8, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Joshua Kuroda-Grauer: H current=1 box=0, SO current=1 box=0; Jacob Wilson: H current=1 box=0; Jonah Heim: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Shea Langeliers: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Joey Meneses: H current=1 box=0; Colby Thomas: AB current=3 box=4; Lawrence Butler: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Henry Bolte: 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.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match OAK pitching: 2.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match OAK pitching: 2.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match OAK pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match OAK pitching: 5.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=30 matches OAK BF=30.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match CHW pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match CHW pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match CHW pitching: 4.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=32 matches CHW BF=32.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.572/0.779.
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 4, CHW 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 1 - CHW 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHW.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHW.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'CHW', 'confidence': 0.6, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_OAK@CHW.json'}, {'date': '2026-07-10', 'predicted_team': 'CHW', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_OAK@CHW.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_OAK@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@CHW.
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: 123.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 121.
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: 121.
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: 123.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK 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_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_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_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 1 - 3 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 1 - 3 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 1/10 (0.100).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 1/10 (0.100).
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 is consistent: CHW wins 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 1-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-3, final 1-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 3-1.
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: 1/10 = 0.100.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 1/10 = 0.100.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match OAK pitching: 2.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match OAK pitching: 2.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match OAK pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match OAK pitching: 5.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=30 matches OAK BF=30.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match CHW pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match CHW pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match CHW pitching: 4.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=32 matches CHW BF=32.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.572/0.779.
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 4, CHW 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 1 - CHW 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHW.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHW.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'CHW', 'confidence': 0.6, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_OAK@CHW.json'}, {'date': '2026-07-10', 'predicted_team': 'CHW', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_OAK@CHW.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_OAK@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@CHW.
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: 123.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 121.
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: 121.
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: 123.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK 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_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_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_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 1 - 3 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 1 - 3 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 1/10 (0.100).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 1/10 (0.100).
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 is consistent: CHW wins 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 1-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-3, final 1-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 3-1.
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: 1/10 = 0.100.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 1/10 = 0.100.
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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=28; H: current=9, sim=4; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=2, sim=3; R: current=4, sim=3; BB: current=1, sim=2; SO: current=9, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Colson Montgomery: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Chase Meidroth: H current=1 box=2, HR current=0 box=2, RBI current=0 box=3, SO current=1 box=0; Kyle Teel: H current=1 box=0; Tristan Peters: H current=1 box=0, BB current=0 box=1; Miguel Vargas: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Braden Montgomery: AB current=4 box=3, 2B current=0 box=1; Luisangel Acuña: H current=1 box=0; Sam Antonacci: SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=30, sim=31; H: current=9, sim=4; 2B: current=0, sim=2; R: current=0, sim=1; BB: current=0, sim=1; SO: current=8, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Joshua Kuroda-Grauer: H current=1 box=0, SO current=1 box=0; Jacob Wilson: H current=1 box=0; Jonah Heim: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Shea Langeliers: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Joey Meneses: H current=1 box=0; Colby Thomas: AB current=3 box=4; Lawrence Butler: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Henry Bolte: 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_ml4.6325120925903324.4537787437438965Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction130.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment13Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review13Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target13Capped at max 12 realistic runs
simulation_result13Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
OAK00000100014
CHW20000100034
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentOAKbatting30900010080000
currentOAKpitching423258.0300
currentCHWbatting31900024190000
currentCHWpitching401149.0100
simulationOAKbatting314200111400
simulationOAKpitching423258.0330123
simulationCHWbatting284102332500
simulationCHWpitching401149.0132121
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentOAK3BJoshua Kuroda-Grauer041000000100.250
currentOAKSSJacob Wilson041000000000.250
currentOAKDHJonah Heim031000010100.333
currentOAKCShea Langeliers041000000100.250
currentOAK1BJoey Meneses031000000100.333
currentOAKLFColby Thomas031000000100.333
currentOAKRFLawrence Butler031000000100.333
currentOAKCFHenry Bolte031000000100.333
currentOAK2BAlika Williams031000000100.333
currentCHWDHColson Montgomery041000010100.250
currentCHWCChase Meidroth041000100100.250
currentCHW1BKyle Teel031000000100.333
currentCHW2BTristan Peters031000000100.333
currentCHW3BMiguel Vargas041000101100.250
currentCHWSSBraden Montgomery041000100100.250
currentCHWLFLuisangel Acuña031000000100.333
currentCHWCFSam Antonacci031000100100.333
currentCHWRFAndrew Benintendi031000010100.333
simulationOAK1SSJacob Wilson440000000000.000
simulationOAK23BJoshua Kuroda-Grauer440000000000.000
simulationOAK3CShea Langeliers442100000000.500
simulationOAK4DHJonah Heim440000000000.000
simulationOAK5LFColby Thomas441000000100.250
simulationOAK61BJoey Meneses330000000100.000
simulationOAK7RFLawrence Butler320000001000.000
simulationOAK8CFHenry Bolte330000000200.000
simulationOAK92BAlika Williams331100110000.333
simulationCHW1CFTristan Peters430000001100.000
simulationCHW2SSColson Montgomery430000001100.000
simulationCHW32BChase Meidroth442002130000.500
simulationCHW43BMiguel Vargas330000000000.000
simulationCHW5CKyle Teel330000000100.000
simulationCHW6SSSam Antonacci331000100000.333
simulationCHW7OFBraden Montgomery331100100100.333
simulationCHW8DHAndrew Benintendi330000000000.000
simulationCHW9SSLuisangel Acuña330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentOAK1J.T. GinnStarter5.2433152004.763.101.22
currentOAK3Hogan HarrisMiddle Reliever1.1000100000.003.431.55
currentOAK4Elvis AlvaradoMiddle Reliever1.0000000000.004.941.13
currentCHW1Davis MartinStarter6.0200130000.003.311.19
currentCHW2Bryan HudsonMiddle Reliever1.0000010000.001.571.35
currentCHW3Grant TaylorMiddle Reliever1.0000000000.001.421.26
currentCHW6Seranthony DomínguezMiddle Reliever1.0211000009.0013.503.00
simulationOAK1J.T. GinnStarter5.243315222894.763.101.22
simulationOAK2Elvis AlvaradoMiddle Reliever1.00000003180.004.941.13
simulationOAK3Hogan HarrisMiddle Reliever1.10001005160.003.431.55
simulationCHW1Davis MartinStarter6.020013021940.003.311.19
simulationCHW2Seranthony DomínguezMiddle Reliever1.0211000559.0013.503.00
simulationCHW3Grant TaylorMiddle Reliever1.0000000370.001.421.26
simulationCHW4Bryan HudsonMiddle Reliever1.00000103150.001.571.35
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
OAKJ.T. GinnStarter5.234152289
OAKHogan HarrisMiddle Reliever1.10010516
OAKElvis AlvaradoMiddle Reliever1.00000318
CHWDavis MartinStarter6.002132194
CHWBryan HudsonMiddle Reliever1.00001315
CHWGrant TaylorMiddle Reliever1.0000037
CHWSeranthony DomínguezMiddle Reliever1.0120055
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_PHI@DET

20260712_PHI@DET.json • 2026-07-12

PHI 3 - DET 4
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=31, sim=29; H: current=8, sim=6; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=4; R: current=3, sim=4; BB: current=2, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Kevin McGonigle: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Riley Greene: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2; Dillon Dingler: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Colt Keith: AB current=3 box=4, R current=0 box=1; Spencer Torkelson: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=2 box=1; Matt Vierling: H current=1 box=0, SO current=1 box=3; Kerry Carpenter: SO current=1 box=0; Zach McKinstry: H current=1 box=2, 3B current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=9, sim=6; 2B: current=0, sim=2; RBI: current=2, sim=3; SO: current=10, sim=6).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, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Alec Bohm: H current=1 box=0; Trea Turner: AB current=5 box=4, 2B current=0 box=1, SO current=1 box=0; Kyle Schwarber: H current=1 box=2, BB current=1 box=0, SO current=2 box=0; Edmundo Sosa: AB current=3 box=4; Brandon Marsh: H current=1 box=0, SO current=1 box=0; J.T. Realmuto: AB current=3 box=4, H current=1 box=0; Derek Hill: H current=1 box=0, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match PHI pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match PHI pitching: 6.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match PHI pitching: 7.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=31 matches PHI BF=31.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match DET pitching: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match DET pitching: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match DET pitching: 6.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=35 matches DET BF=35.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.647/0.868.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PHI 6, DET 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 3 - DET 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'DET', 'confidence': 0.63, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_PHI@DET.json'}, {'date': '2026-07-10', 'predicted_team': 'DET', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_PHI@DET.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_PHI@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@DET.
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: 121.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
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: 139.
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: 121.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=DET, final=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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 is consistent: DET wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match PHI pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match PHI pitching: 6.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match PHI pitching: 7.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=31 matches PHI BF=31.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match DET pitching: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match DET pitching: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match DET pitching: 6.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=35 matches DET BF=35.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.647/0.868.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PHI 6, DET 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 3 - DET 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'DET', 'confidence': 0.63, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_PHI@DET.json'}, {'date': '2026-07-10', 'predicted_team': 'DET', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_PHI@DET.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_PHI@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@DET.
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: 121.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
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: 139.
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: 121.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=DET, final=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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 is consistent: DET wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=31, sim=29; H: current=8, sim=6; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=4; R: current=3, sim=4; BB: current=2, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Kevin McGonigle: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Riley Greene: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2; Dillon Dingler: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Colt Keith: AB current=3 box=4, R current=0 box=1; Spencer Torkelson: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=2 box=1; Matt Vierling: H current=1 box=0, SO current=1 box=3; Kerry Carpenter: SO current=1 box=0; Zach McKinstry: H current=1 box=2, 3B current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=34, sim=33; H: current=9, sim=6; 2B: current=0, sim=2; RBI: current=2, sim=3; SO: current=10, sim=6).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, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Alec Bohm: H current=1 box=0; Trea Turner: AB current=5 box=4, 2B current=0 box=1, SO current=1 box=0; Kyle Schwarber: H current=1 box=2, BB current=1 box=0, SO current=2 box=0; Edmundo Sosa: AB current=3 box=4; Brandon Marsh: H current=1 box=0, SO current=1 box=0; J.T. Realmuto: AB current=3 box=4, H current=1 box=0; Derek Hill: H current=1 box=0, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml2.91057825088500983.873516082763672Base ML historical model prediction
variance_applied34Random variance applied (0.9-1.1)
enhanced_prediction140.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment14Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review14Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target14Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PHI00000300036
DET22000000046
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPHIbatting349000232100000
currentPHIpitching614178.0400
currentDETbatting318000332100000
currentDETpitching603269.0300
simulationPHIbatting336200332600
simulationPHIpitching614178.0431121
simulationDETbatting296111441710
simulationDETpitching603269.0335139
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPHI1BBryce Harper041000101100.250
currentPHI3BAlec Bohm041000000100.250
currentPHISSTrea Turner051000110100.200
currentPHIDHKyle Schwarber041000111200.250
currentPHILFEdmundo Sosa031000000100.333
currentPHIRFBrandon Marsh041000000100.250
currentPHICJ.T. Realmuto031000000100.333
currentPHICFDerek Hill031000000100.333
currentPHI2BBryson Stott041000000100.250
currentDETSSKevin McGonigle041000101100.250
currentDETLFRiley Greene041000111100.250
currentDETCDillon Dingler041000110100.250
currentDET3BColt Keith031000000100.333
currentDET1BSpencer Torkelson041000010200.250
currentDETRFMatt Vierling031000000100.333
currentDETDHKerry Carpenter031000000100.333
currentDET2BZach McKinstry031000000100.333
currentDETCFJames Outman030000000100.000
simulationPHI1SSTrea Turner441100110000.250
simulationPHI2DHKyle Schwarber442000110000.500
simulationPHI31BBryce Harper431100111000.333
simulationPHI43BAlec Bohm440000000100.000
simulationPHI5LFEdmundo Sosa441000000100.250
simulationPHI6RFBrandon Marsh440000000000.000
simulationPHI7CFDerek Hill430000001200.000
simulationPHI8CJ.T. Realmuto440000000100.000
simulationPHI92BBryson Stott331000000100.333
simulationDET1SSKevin McGonigle430000001000.000
simulationDET2CDillon Dingler440000000100.000
simulationDET33BColt Keith441000100100.250
simulationDET4LFRiley Greene442101120000.500
simulationDET51BSpencer Torkelson330000000100.000
simulationDET6DHKerry Carpenter331000000000.333
simulationDET72BZach McKinstry332010110000.667
simulationDET8RFMatt Vierling330000000300.000
simulationDET9CFJames Outman320000110100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPHI1Zack WheelerStarter6.0322171003.002.280.91
currentPHI2Jhoan DuranMiddle Reliever1.0000000000.000.830.83
currentPHI3Orion KerkeringMiddle Reliever1.0111000009.002.501.19
currentPHI4Jonathan BowlanMiddle Reliever0.0000000003.031.11
currentPHI5José AlvaradoMiddle Reliever0.0111000007.031.78
currentPHI6Tim MayzaMiddle Reliever0.0100000003.591.08
currentDET1Tarik SkubalStarter6.0533160004.503.060.95
currentDET2Kenley JansenMiddle Reliever1.0000000000.003.801.14
currentDET3Kyle FinneganMiddle Reliever1.0000100000.001.701.39
currentDET4Tyler HoltonMiddle Reliever1.0100000000.003.211.33
simulationPHI1Zack WheelerStarter6.032217122993.002.280.91
simulationPHI2Jhoan DuranMiddle Reliever1.0000000330.000.830.83
simulationPHI3Orion KerkeringMiddle Reliever1.0111000449.002.501.19
simulationPHI4José AlvaradoMiddle Reliever0.0111000117.031.78
simulationPHI5Jonathan BowlanMiddle Reliever0.00000000133.031.11
simulationPHI6Tim MayzaMiddle Reliever0.0100000113.591.08
simulationDET1Tarik SkubalStarter6.053316024954.503.060.95
simulationDET2Kenley JansenMiddle Reliever1.00000003130.003.801.14
simulationDET3Kyle FinneganMiddle Reliever1.00001004150.001.701.39
simulationDET4Tyler HoltonMiddle Reliever1.01000004160.003.211.33
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PHIZack WheelerStarter6.023172299
PHIJhoan DuranMiddle Reliever1.0000033
PHIOrion KerkeringMiddle Reliever1.0110044
PHIJonathan BowlanMiddle Reliever0.00000013
PHIJosé AlvaradoMiddle Reliever0.0110011
PHITim MayzaMiddle Reliever0.0010011
DETTarik SkubalStarter6.035162495
DETKenley JansenMiddle Reliever1.00000313
DETKyle FinneganMiddle Reliever1.00010415
DETTyler HoltonMiddle Reliever1.00100416
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_SEA@TB

20260712_SEA@TB.json • 2026-07-12

SEA 3 - TB 4
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_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-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=8, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=0, sim=3; R: current=1, sim=3; BB: current=2, sim=3; 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-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: J.P. Crawford: H current=1 box=0; Josh Naylor: H current=1 box=0, SO current=1 box=0; Randy Arozarena: 2B current=0 box=1; Cal Raleigh: AB current=4 box=3, H current=1 box=0; Mitch Garver: H current=1 box=0, BB current=0 box=1; Victor Robles: AB current=3 box=4, SO current=1 box=0; Weston Wilson: AB current=3 box=4, H current=1 box=3, RBI current=0 box=1, R current=0 box=1; Cole Young: 2B current=0 box=1, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=28; H: current=9, sim=5; 2B: current=0, sim=1; 3B: current=0, sim=1; RBI: current=2, sim=4; R: current=3, sim=4; BB: current=2, sim=3; 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Cedric Mullins: AB current=4 box=3, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Jonathan Aranda: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0; Junior Caminero: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Yandy Díaz: H current=1 box=0, R current=1 box=0; Chandler Simpson: H current=1 box=0, SO current=0 box=1; Victor Mesa Jr.: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, HBP current=0 box=1; Richie Palacios: 3B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Taylor Walls: RBI 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.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match TB pitching: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match TB pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match TB pitching: 7.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=37 matches TB BF=37.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match SEA pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match SEA pitching: 5.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match SEA pitching: 6.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=33 matches SEA BF=33.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA 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_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.
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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.647/0.868.
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: SEA 7, TB 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 3 - TB 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TB.{'winner_confidence': 0.6, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'SEA', 'confidence': 0.5688351073808023, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_SEA@TB.json'}, {'date': '2026-07-10', 'predicted_team': 'TB', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_SEA@TB.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_SEA@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@TB.
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: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 140.
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: 156.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA 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_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SEA 3 - 4 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 3 - 4 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
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 is consistent: TB wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
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.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match TB pitching: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match TB pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match TB pitching: 7.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=37 matches TB BF=37.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match SEA pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match SEA pitching: 5.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match SEA pitching: 6.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=33 matches SEA BF=33.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA 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_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.
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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.647/0.868.
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: SEA 7, TB 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 3 - TB 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TB.{'winner_confidence': 0.6, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'SEA', 'confidence': 0.5688351073808023, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_SEA@TB.json'}, {'date': '2026-07-10', 'predicted_team': 'TB', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_SEA@TB.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_SEA@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@TB.
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: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 140.
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: 156.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA 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_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SEA 3 - 4 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 3 - 4 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
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 is consistent: TB wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
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.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=8, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=0, sim=3; R: current=1, sim=3; BB: current=2, sim=3; 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-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: J.P. Crawford: H current=1 box=0; Josh Naylor: H current=1 box=0, SO current=1 box=0; Randy Arozarena: 2B current=0 box=1; Cal Raleigh: AB current=4 box=3, H current=1 box=0; Mitch Garver: H current=1 box=0, BB current=0 box=1; Victor Robles: AB current=3 box=4, SO current=1 box=0; Weston Wilson: AB current=3 box=4, H current=1 box=3, RBI current=0 box=1, R current=0 box=1; Cole Young: 2B current=0 box=1, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=28; H: current=9, sim=5; 2B: current=0, sim=1; 3B: current=0, sim=1; RBI: current=2, sim=4; R: current=3, sim=4; BB: current=2, sim=3; 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Cedric Mullins: AB current=4 box=3, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Jonathan Aranda: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0; Junior Caminero: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Yandy Díaz: H current=1 box=0, R current=1 box=0; Chandler Simpson: H current=1 box=0, SO current=0 box=1; Victor Mesa Jr.: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, HBP current=0 box=1; Richie Palacios: 3B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Taylor Walls: RBI 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_ml4.58519458770751953.93448543548584Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction340.600Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SEA00030000037
TB00000040045
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSEAbatting32800001290000
currentSEApitching504368.0400
currentTBbatting32900023280000
currentTBpitching713379.0300
simulationSEAbatting347201333700
simulationSEApitching504368.0433140
simulationTBbatting285110443611
simulationTBpitching713379.0337156
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSEASSJ.P. Crawford041000001100.250
currentSEA1BJosh Naylor041000000100.250
currentSEALFRandy Arozarena041000100100.250
currentSEADHCal Raleigh041000001100.250
currentSEACMitch Garver031000000100.333
currentSEACFVictor Robles031000000100.333
currentSEARFWeston Wilson031000000100.333
currentSEA2BCole Young041000000100.250
currentSEA3BBuddy Kennedy030000000100.000
currentTBCFCedric Mullins041000000100.250
currentTB1BJonathan Aranda041000011100.250
currentTB3BJunior Caminero041000111100.250
currentTBDHYandy Díaz041000100100.250
currentTBLFChandler Simpson041000000000.250
currentTBRFVictor Mesa Jr.031000000100.333
currentTB2BRichie Palacios031000000100.333
currentTBSSTaylor Walls031000100100.333
currentTBCHunter Feduccia031000000100.333
simulationSEA1SSJ.P. Crawford540000001100.000
simulationSEA2LFRandy Arozarena441100100100.250
simulationSEA3DHCal Raleigh430000001100.000
simulationSEA41BJosh Naylor440000000000.000
simulationSEA5CMitch Garver430000001100.000
simulationSEA62BCole Young441100000300.250
simulationSEA7CFVictor Robles441000000000.250
simulationSEA8RFWeston Wilson443000110000.750
simulationSEA93BBuddy Kennedy441001120000.250
simulationTB1DHYandy Díaz440000000100.000
simulationTB21BJonathan Aranda430000001100.000
simulationTB33BJunior Caminero441000000100.250
simulationTB4CFCedric Mullins431000101000.333
simulationTB5LFChandler Simpson440000000100.000
simulationTB6RFVictor Mesa Jr.420000001110.000
simulationTB7SSTaylor Walls331000110000.333
simulationTB82BRichie Palacios331010120100.333
simulationTB9CHunter Feduccia321100110000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSEA1Emerson HancockStarter5.2122250003.183.231.01
currentSEA3José A. FerrerMiddle Reliever1.0200010000.003.051.36
currentSEA5Andrés MuñozMiddle Reliever1.12221000013.503.781.23
currentTB1Ian SeymourStarter6.0633351004.503.380.99
currentTB2Kevin KellyMiddle Reliever1.1000010000.002.450.91
currentTB3Bryan BakerMiddle Reliever1.0000010000.001.730.83
currentTB4Garrett CleavingerMiddle Reliever0.2100000000.003.581.30
simulationSEA1Emerson HancockStarter5.212225021943.183.231.01
simulationSEA2Andrés MuñozMiddle Reliever1.122210072713.503.781.23
simulationSEA3José A. FerrerMiddle Reliever1.02000105190.003.051.36
simulationTB1Ian SeymourStarter6.0633351271104.503.380.99
simulationTB2Bryan BakerMiddle Reliever1.00000103140.001.730.83
simulationTB3Kevin KellyMiddle Reliever1.10000104170.002.450.91
simulationTB4Garrett CleavingerMiddle Reliever0.21000003150.003.581.30
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SEAEmerson HancockStarter5.221252194
SEAJosé A. FerrerMiddle Reliever1.00201519
SEAAndrés MuñozMiddle Reliever1.12210727
TBIan SeymourStarter6.0363527110
TBKevin KellyMiddle Reliever1.10001417
TBBryan BakerMiddle Reliever1.00001314
TBGarrett CleavingerMiddle Reliever0.20100315
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.

20260712_TOR@SD

20260712_TOR@SD.json • 2026-07-12

TOR 5 - SD 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
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_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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; RBI: current=2, sim=3; R: current=2, sim=3; BB: current=0, sim=2; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Jackson Merrill: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=2; Manny Machado: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Xander Bogaerts: 2B current=0 box=1, R current=0 box=1; Fernando Tatis Jr.: 2B current=0 box=1, R current=1 box=0, SO current=1 box=2; Gavin Sheets: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Jake Cronenworth: AB current=3 box=4, SO current=1 box=0; Rodolfo Durán: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Ty France: AB current=3 box=4, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; HR: current=0, sim=3; RBI: current=3, sim=5; R: current=4, sim=5; BB: current=0, sim=1; SO: current=8, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Vladimir Guerrero Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Nathan Lukes: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1, SO current=1 box=0; Kazuma Okamoto: H current=1 box=2, HR current=0 box=2, RBI current=1 box=3, SO current=1 box=0; Ernie Clement: H current=1 box=3, R current=0 box=1; Daulton Varsho: AB current=4 box=3, H current=1 box=0, R current=0 box=1, BB current=0 box=1; Jonatan Clase: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Brandon Valenzuela: AB current=3 box=4, H current=1 box=0; Sean Keys: H current=1 box=0, RBI 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match TOR pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match TOR pitching: 7.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match TOR pitching: 8.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=36 matches TOR BF=36.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match SD pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match SD pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match SD pitching: 6.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match SD pitching: 6.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=35 matches SD BF=35.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASScurrent_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.370.
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: 0.392/0.635.
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 6, SD 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 5 - SD 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TOR.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TOR.{'winner_confidence': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'TOR', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_TOR@SD.json'}, {'date': '2026-07-10', 'predicted_team': 'SD', 'confidence': 0.5349976761151808, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_TOR@SD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_TOR@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@SD.
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: 158.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 131.
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: 131.
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: 158.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 5 - 3 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 5 - 3 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TOR wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TOR, final=TOR.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TOR wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TOR wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
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: TOR wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match TOR pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match TOR pitching: 7.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match TOR pitching: 8.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=36 matches TOR BF=36.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match SD pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match SD pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match SD pitching: 6.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match SD pitching: 6.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=35 matches SD BF=35.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASScurrent_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_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.370.
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: 0.392/0.635.
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 6, SD 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 5 - SD 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TOR.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TOR.{'winner_confidence': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-11', 'predicted_team': 'TOR', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260711_TOR@SD.json'}, {'date': '2026-07-10', 'predicted_team': 'SD', 'confidence': 0.5349976761151808, 'actual_winner': None, 'actual_margin': 0, 'file': '20260710_TOR@SD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-12.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260712_TOR@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@SD.
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: 158.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 131.
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: 131.
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: 158.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 5 - 3 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 5 - 3 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TOR wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TOR, final=TOR.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TOR wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TOR wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
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: TOR wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; RBI: current=2, sim=3; R: current=2, sim=3; BB: current=0, sim=2; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Jackson Merrill: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=2; Manny Machado: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Xander Bogaerts: 2B current=0 box=1, R current=0 box=1; Fernando Tatis Jr.: 2B current=0 box=1, R current=1 box=0, SO current=1 box=2; Gavin Sheets: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Jake Cronenworth: AB current=3 box=4, SO current=1 box=0; Rodolfo Durán: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Ty France: AB current=3 box=4, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; HR: current=0, sim=3; RBI: current=3, sim=5; R: current=4, sim=5; BB: current=0, sim=1; SO: current=8, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Vladimir Guerrero Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Nathan Lukes: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1, SO current=1 box=0; Kazuma Okamoto: H current=1 box=2, HR current=0 box=2, RBI current=1 box=3, SO current=1 box=0; Ernie Clement: H current=1 box=3, R current=0 box=1; Daulton Varsho: AB current=4 box=3, H current=1 box=0, R current=0 box=1, BB current=0 box=1; Jonatan Clase: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Brandon Valenzuela: AB current=3 box=4, H current=1 box=0; Sean Keys: H current=1 box=0, RBI 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.5315194129943856.621523380279541Base ML historical model prediction
variance_applied66Random variance applied (0.9-1.1)
enhanced_prediction430.630Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TOR20003000056
SD00000102037
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTORbatting33900034080000
currentTORpitching703289.0300
currentSDbatting31900022090000
currentSDpitching635169.0500
simulationTORbatting336003551601
simulationTORpitching703289.0336158
simulationSDbatting347300332800
simulationSDpitching635169.0535131
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTORDHVladimir Guerrero Jr.041000110100.250
currentTORRFNathan Lukes041000000100.250
currentTOR3BKazuma Okamoto041000110100.250
currentTOR2BErnie Clement041000000000.250
currentTORCFDaulton Varsho041000000100.250
currentTORLFJonatan Clase031000100100.333
currentTORCBrandon Valenzuela031000000100.333
currentTOR1BSean Keys041000110100.250
currentTORSSAndrés Giménez031000000100.333
currentSDCFJackson Merrill041000100100.250
currentSDDHManny Machado041000010100.250
currentSDSSXander Bogaerts041000010100.250
currentSDRFFernando Tatis Jr.041000100100.250
currentSDLFGavin Sheets031000000100.333
currentSD2BJake Cronenworth031000000100.333
currentSDCRodolfo Durán031000000100.333
currentSD1BTy France031000000100.333
currentSD3BSung-Mun Song031000000100.333
simulationTOR12BErnie Clement443000100000.750
simulationTOR2RFNathan Lukes441001120000.250
simulationTOR3DHVladimir Guerrero Jr.430000100010.000
simulationTOR43BKazuma Okamoto442002130000.500
simulationTOR5CFDaulton Varsho430000101200.000
simulationTOR6CBrandon Valenzuela440000000100.000
simulationTOR71BSean Keys440000000200.000
simulationTOR8LFJonatan Clase440000000000.000
simulationTOR9SSAndrés Giménez330000000100.000
simulationSD1RFFernando Tatis Jr.441100000200.250
simulationSD2CFJackson Merrill442100110200.500
simulationSD3SSXander Bogaerts441100110100.250
simulationSD4DHManny Machado431000001000.333
simulationSD5LFGavin Sheets441000110200.250
simulationSD61BTy France440000000100.000
simulationSD72BJake Cronenworth441000000000.250
simulationSD8CRodolfo Durán440000000000.000
simulationSD93BSung-Mun Song430000001000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTOR1Kevin GausmanStarter5.1511060001.694.321.22
currentTOR2Jeff HoffmanMiddle Reliever1.0000000000.004.241.36
currentTOR3Louis VarlandMiddle Reliever1.0000000000.001.100.98
currentTOR4Tyler RogersMiddle Reliever1.22222200010.801.691.15
currentSD1Germán MárquezStarter5.1655153008.445.021.43
currentSD2Adrian MorejonMiddle Reliever1.0000000000.003.381.08
currentSD3Bradgley RodriguezMiddle Reliever1.0000000000.002.231.12
currentSD4Mason MillerMiddle Reliever1.0000010000.000.930.80
currentSD5Kyle HartMiddle Reliever0.2000000000.005.231.07
simulationTOR1Kevin GausmanStarter5.151106021941.694.321.22
simulationTOR2Louis VarlandMiddle Reliever1.00000003190.001.100.98
simulationTOR3Tyler RogersMiddle Reliever1.222222092810.801.691.15
simulationTOR4Jeff HoffmanMiddle Reliever1.00000003170.004.241.36
simulationSD1Germán MárquezStarter5.165515323898.445.021.43
simulationSD2Mason MillerMiddle Reliever1.00000104160.000.930.80
simulationSD3Adrian MorejonMiddle Reliever1.0000000380.003.381.08
simulationSD4Bradgley RodriguezMiddle Reliever1.00000003160.002.231.12
simulationSD5Kyle HartMiddle Reliever0.2000000220.005.231.07
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TORKevin GausmanStarter5.115062194
TORJeff HoffmanMiddle Reliever1.00000317
TORLouis VarlandMiddle Reliever1.00000319
TORTyler RogersMiddle Reliever1.22222928
SDGermán MárquezStarter5.156152389
SDAdrian MorejonMiddle Reliever1.0000038
SDBradgley RodriguezMiddle Reliever1.00000316
SDMason MillerMiddle Reliever1.00001416
SDKyle HartMiddle Reliever0.2000022
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_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.
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.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
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_ORDERwarning0010Score 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.