MLB JSON Audit Report

Generated 2026-07-24 22:35:02. 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
1375Pass
105Info

20260724_ARI@WAS

20260724_ARI@WAS.json • 2026-07-24

ARI 5 - WAS 2
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_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-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=38; H: current=9, sim=11; 2B: current=0, sim=3; 3B: current=0, sim=1; RBI: current=3, sim=5; R: current=4, sim=5; BB: current=1, sim=5; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Ildemaro Vargas: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=2; Ryan Waldschmidt: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Gabriel Moreno: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1; Geraldo Perdomo: R current=1 box=0; Max Kepler: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Ketel Marte: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2; Nolan Arenado: AB current=3 box=4, BB current=0 box=1, SO current=1 box=0; Corbin Carroll: AB current=4 box=5, 3B 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; R: current=6, sim=2; SO: current=8, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Jacob Young: H current=1 box=0; Nasim Nuñez: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=2; Luis García Jr.: AB current=3 box=4, SO current=1 box=2; CJ Abrams: H current=1 box=2, RBI current=1 box=0; Curtis Mead: AB current=3 box=4, R current=1 box=0, SO current=1 box=2; Dylan Crews: H current=1 box=2, 2B current=0 box=1, R current=1 box=0, SO current=1 box=0; Keibert Ruiz: AB current=3 box=4, R current=1 box=0, SO current=0 box=1; Daylen Lile: RBI current=0 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match WAS pitching: 5.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match WAS pitching: 0.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match WAS pitching: 11.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match WAS pitching: 6.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=43 matches WAS BF=43.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match ARI pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match ARI pitching: 8.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match ARI pitching: 12.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=36 matches ARI BF=36.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI 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_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_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]: 0.569.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.569.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.431.
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: 0.464/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 11, WAS 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 5 - WAS 2.
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': 0.5688007704080369, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_ARI@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@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: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 179.
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: 149.
PASSpitch_countsimulationWASPITCH_COUNT_PITCHER_MATCHWAS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationWASPITCH_COUNT_TOTAL_MATCHWAS pitch_count_summary total, row sum, and pitching total all match: 179.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS 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_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_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_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: ARI 5 - 2 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 5 - 2 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ARI, final=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.569.
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 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 5-2.
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_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_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
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match WAS pitching: 5.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match WAS pitching: 0.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match WAS pitching: 11.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match WAS pitching: 6.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=43 matches WAS BF=43.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match ARI pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match ARI pitching: 8.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match ARI pitching: 12.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=36 matches ARI BF=36.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI 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_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_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]: 0.569.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.569.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.431.
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: 0.464/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 11, WAS 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 5 - WAS 2.
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': 0.5688007704080369, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_ARI@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@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: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 179.
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: 149.
PASSpitch_countsimulationWASPITCH_COUNT_PITCHER_MATCHWAS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationWASPITCH_COUNT_TOTAL_MATCHWAS pitch_count_summary total, row sum, and pitching total all match: 179.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS 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_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_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_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: ARI 5 - 2 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 5 - 2 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ARI, final=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.569.
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 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 5-2.
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_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_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_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_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-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=38; H: current=9, sim=11; 2B: current=0, sim=3; 3B: current=0, sim=1; RBI: current=3, sim=5; R: current=4, sim=5; BB: current=1, sim=5; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Ildemaro Vargas: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=2; Ryan Waldschmidt: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Gabriel Moreno: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=0 box=1; Geraldo Perdomo: R current=1 box=0; Max Kepler: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Ketel Marte: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2; Nolan Arenado: AB current=3 box=4, BB current=0 box=1, SO current=1 box=0; Corbin Carroll: AB current=4 box=5, 3B 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; R: current=6, sim=2; SO: current=8, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Jacob Young: H current=1 box=0; Nasim Nuñez: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=2; Luis García Jr.: AB current=3 box=4, SO current=1 box=2; CJ Abrams: H current=1 box=2, RBI current=1 box=0; Curtis Mead: AB current=3 box=4, R current=1 box=0, SO current=1 box=2; Dylan Crews: H current=1 box=2, 2B current=0 box=1, R current=1 box=0, SO current=1 box=0; Keibert Ruiz: AB current=3 box=4, R current=1 box=0, SO current=0 box=1; Daylen Lile: RBI current=0 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.64.5Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction430.569Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment44Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review54Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target54Capped at max 12 realistic runs
simulation_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ARI000401000511
WAS00000020028
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentARIbatting33900034170000
currentARIpitching8021129.0200
currentWASbatting32900026180000
currentWASpitching1105569.0500
simulationARIbatting3811310555600
simulationARIpitching8021129.0236149
simulationWASbatting3581002211200
simulationWASpitching1105569.0543179
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentARIDHIldemaro Vargas041000100000.250
currentARICRyan Waldschmidt041000000100.250
currentARI1BGabriel Moreno041000010100.250
currentARI2BGeraldo Perdomo041000101100.250
currentARI3BMax Kepler031000000100.333
currentARISSKetel Marte041000110000.250
currentARILFNolan Arenado031000000100.333
currentARICFCorbin Carroll041000110100.250
currentARIRFTim Tawa031000000100.333
currentWASDHJacob Young041000000100.250
currentWASCNasim Nuñez031000100100.333
currentWAS1BLuis García Jr.031000000100.333
currentWAS2BCJ Abrams041000110100.250
currentWAS3BCurtis Mead031000100100.333
currentWASSSDylan Crews041000100100.250
currentWASLFKeibert Ruiz031000100000.333
currentWASCFDaylen Lile041000000100.250
currentWASRFJames Wood041000111100.250
simulationARI1CFRyan Waldschmidt552100100000.400
simulationARI2SSGeraldo Perdomo541000001100.250
simulationARI32BKetel Marte552100120100.400
simulationARI41BIldemaro Vargas530000002000.000
simulationARI5CGabriel Moreno542100101100.500
simulationARI63BNolan Arenado541000001000.250
simulationARI7RFCorbin Carroll551010120100.200
simulationARI8LFMax Kepler440000000200.000
simulationARI9LFTim Tawa442000110000.500
simulationWAS1CFJacob Young440000000100.000
simulationWAS2SSCJ Abrams442000100100.500
simulationWAS32BNasim Nuñez430000001200.000
simulationWAS41BLuis García Jr.441000000200.250
simulationWAS5CKeibert Ruiz441000000100.250
simulationWAS63BCurtis Mead441000000200.250
simulationWAS7RFDylan Crews442100000000.500
simulationWAS8LFDaylen Lile441000120100.250
simulationWAS9RFJames Wood440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentARI1Eduardo RodriguezStarter6.2200190000.002.451.23
currentARI2Jonathan LoáisigaMiddle Reliever1.0100000000.000.000.43
currentARI4Kevin GinkelMiddle Reliever0.12110100027.009.002.00
currentARI5Paul SewaldMiddle Reliever1.0311020009.000.000.00
currentWAS1Carson PalmquistStarter3.0822240006.008.741.68
currentWAS2Tom CosgroveMiddle Reliever1.1000000000.000.000.86
currentWAS3Clayton BeeterMiddle Reliever1.2000110000.003.341.21
currentWAS4Orlando RibaltaMiddle Reliever1.0111210009.003.811.20
currentWAS5Riley CornelioMiddle Reliever1.0011000009.006.061.90
currentWAS6Matt KrookMiddle Reliever1.0211000009.009.722.04
simulationARI1Eduardo RodriguezStarter6.220019023950.002.451.23
simulationARI2Paul SewaldMiddle Reliever1.03110206179.000.000.00
simulationARI3Kevin GinkelMiddle Reliever0.121101032127.009.002.00
simulationARI4Jonathan LoáisigaMiddle Reliever1.01000004160.000.000.43
simulationWAS1Carson PalmquistStarter3.082224019706.008.741.68
simulationWAS2Clayton BeeterMiddle Reliever1.20001106250.003.341.21
simulationWAS3Orlando RibaltaMiddle Reliever1.01112106249.003.811.20
simulationWAS4Riley CornelioMiddle Reliever1.00110003249.006.061.90
simulationWAS5Tom CosgroveMiddle Reliever1.10000004170.000.000.86
simulationWAS6Matt KrookMiddle Reliever1.02110005199.009.722.04
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ARIEduardo RodriguezStarter6.202192395
ARIJonathan LoáisigaMiddle Reliever1.00100416
ARIKevin GinkelMiddle Reliever0.11201321
ARIPaul SewaldMiddle Reliever1.01302617
WASCarson PalmquistStarter3.028241970
WASTom CosgroveMiddle Reliever1.10000417
WASClayton BeeterMiddle Reliever1.20011625
WASOrlando RibaltaMiddle Reliever1.01121624
WASRiley CornelioMiddle Reliever1.01000324
WASMatt KrookMiddle Reliever1.01200519
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.

20260724_ATL@BAL

20260724_ATL@BAL.json • 2026-07-24

ATL 6 - BAL 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_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_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=38; H: current=9, sim=11; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=4, sim=6; BB: current=1, sim=2; SO: current=9, sim=11).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: Michael Harris II: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=1 box=3; Ozzie Albies: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0; Matt Olson: 2B current=0 box=1, RBI current=0 box=1, BB current=0 box=1, SO current=1 box=2; Drake Baldwin: SO current=1 box=3; Austin Riley: HR current=0 box=1, RBI current=1 box=3, R current=0 box=1, SO current=1 box=0; Mauricio Dubón: H current=1 box=2, RBI current=0 box=1, SO current=1 box=0; Joey Bart: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Eli White: 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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=30; H: current=9, sim=3; 2B: current=0, sim=1; HR: current=0, sim=1; R: current=3, sim=1; BB: current=1, sim=7; 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-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Gunnar Henderson: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Pete Alonso: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Dylan Beavers: AB current=3 box=4, 2B current=0 box=1, BB current=0 box=1, SO current=1 box=0; Taylor Ward: AB current=4 box=2, HR current=0 box=1, RBI current=0 box=1, BB current=1 box=2; Colton Cowser: BB current=0 box=1, SO current=1 box=0; Leody Taveras: AB current=3 box=4, H current=1 box=0; Christian Encarnacion-Strand: H current=1 box=0, SO current=1 box=2; Jackson Holliday: AB current=3 box=4, H current=1 box=0, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match BAL pitching: 2.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match BAL pitching: 11.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match BAL pitching: 11.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=40 matches BAL BF=40.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match ATL pitching: 7.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match ATL pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match ATL pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match ATL pitching: 8.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=37 matches ATL BF=37.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL 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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL 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_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.
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]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
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: 0.441/0.622.
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 11, BAL 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 6 - BAL 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': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_ATL@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@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: 158.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 173.
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: 158.
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: 173.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL 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_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_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_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 6 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 6 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 6-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ATL wins 6-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 6-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-1.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-1, final 6-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 6-1.
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: 6/10 = 0.600.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 8/10 = 0.800.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match BAL pitching: 2.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match BAL pitching: 11.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match BAL pitching: 11.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=40 matches BAL BF=40.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match ATL pitching: 7.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match ATL pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match ATL pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match ATL pitching: 8.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=37 matches ATL BF=37.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL 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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL 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_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.
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]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
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: 0.441/0.622.
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 11, BAL 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 6 - BAL 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': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_ATL@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@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: 158.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 173.
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: 158.
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: 173.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL 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_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_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_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 6 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 6 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 6-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ATL wins 6-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 6-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-1.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-1, final 6-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 6-1.
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: 6/10 = 0.600.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 8/10 = 0.800.
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_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_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=38; H: current=9, sim=11; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=4, sim=6; BB: current=1, sim=2; SO: current=9, sim=11).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: Michael Harris II: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=1 box=3; Ozzie Albies: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0; Matt Olson: 2B current=0 box=1, RBI current=0 box=1, BB current=0 box=1, SO current=1 box=2; Drake Baldwin: SO current=1 box=3; Austin Riley: HR current=0 box=1, RBI current=1 box=3, R current=0 box=1, SO current=1 box=0; Mauricio Dubón: H current=1 box=2, RBI current=0 box=1, SO current=1 box=0; Joey Bart: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Eli White: 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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=30; H: current=9, sim=3; 2B: current=0, sim=1; HR: current=0, sim=1; R: current=3, sim=1; BB: current=1, sim=7; 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-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Gunnar Henderson: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Pete Alonso: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Dylan Beavers: AB current=3 box=4, 2B current=0 box=1, BB current=0 box=1, SO current=1 box=0; Taylor Ward: AB current=4 box=2, HR current=0 box=1, RBI current=0 box=1, BB current=1 box=2; Colton Cowser: BB current=0 box=1, SO current=1 box=0; Leody Taveras: AB current=3 box=4, H current=1 box=0; Christian Encarnacion-Strand: H current=1 box=0, SO current=1 box=2; Jackson Holliday: AB current=3 box=4, H current=1 box=0, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml8.4991159439086914.7965168952941895Base ML historical model prediction
variance_applied95Random variance applied (0.9-1.1)
enhanced_prediction430.640Enhanced 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_result61Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ATL001005000611
BAL01000000013
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentATLbatting33900046190000
currentATLpitching311789.0100
currentBALbatting31900013190000
currentBALpitching11162119.0600
simulationATLbatting38112016621100
simulationATLpitching311789.0137158
simulationBALbatting303101117800
simulationBALpitching11162119.0640173
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentATLCFMichael Harris II041000110100.250
currentATL2BOzzie Albies041000110100.250
currentATL1BMatt Olson041000100100.250
currentATLDHDrake Baldwin041000111100.250
currentATL3BAustin Riley041000010100.250
currentATLLFMauricio Dubón041000100100.250
currentATLCJoey Bart031000000100.333
currentATLRFEli White031000000100.333
currentATLSSJorge Mateo031000100100.333
currentBALSSGunnar Henderson041000100100.250
currentBAL1BPete Alonso041000110100.250
currentBALLFDylan Beavers031000000100.333
currentBALDHTaylor Ward041000101100.250
currentBALCFColton Cowser031000000100.333
currentBALRFLeody Taveras031000000100.333
currentBAL3BChristian Encarnacion-Strand041000000100.250
currentBAL2BJackson Holliday031000000100.333
currentBALCChadwick Tromp031000000100.333
simulationATL1DHDrake Baldwin541000111300.250
simulationATL22BOzzie Albies551000000100.200
simulationATL31BMatt Olson541100111200.250
simulationATL4CFMichael Harris II551000000300.200
simulationATL5LFMauricio Dubón442000110000.500
simulationATL63BAustin Riley441001130000.250
simulationATL7RFEli White440000000100.000
simulationATL8CJoey Bart442000100100.500
simulationATL9SSJorge Mateo442100100000.500
simulationBAL1LFDylan Beavers541100001000.250
simulationBAL21BPete Alonso430000001100.000
simulationBAL3SSGunnar Henderson430000001000.000
simulationBAL4DHTaylor Ward421001112000.500
simulationBAL5CFColton Cowser431000001000.333
simulationBAL6RFLeody Taveras440000000100.000
simulationBAL72BJackson Holliday440000000300.000
simulationBAL83BChristian Encarnacion-Strand440000000200.000
simulationBAL9CChadwick Tromp430000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentATL1Grant HolmesStarter4.2111441001.933.911.39
currentATL2Didier FuentesMiddle Reliever1.2000100000.002.591.18
currentATL3Dylan LeeMiddle Reliever1.0100110000.001.770.72
currentATL4Raisel IglesiasMiddle Reliever1.0100120000.002.501.08
currentATL5Tyler KinleyMiddle Reliever0.2000010000.004.541.29
currentBAL1Trevor RogersStarter5.2966071009.534.281.30
currentBAL2Andrew KittredgeMiddle Reliever1.0000120000.003.861.29
currentBAL3Rico GarciaMiddle Reliever1.1200120000.002.720.88
currentBAL4Tyler WellsMiddle Reliever1.0000000000.002.941.00
simulationATL1Grant HolmesStarter4.211144119811.933.911.39
simulationATL2Raisel IglesiasMiddle Reliever1.01001205200.002.501.08
simulationATL3Dylan LeeMiddle Reliever1.01001105200.001.770.72
simulationATL4Didier FuentesMiddle Reliever1.20001006250.002.591.18
simulationATL5Tyler KinleyMiddle Reliever0.20000102120.004.541.29
simulationBAL1Trevor RogersStarter5.2966071261109.534.281.30
simulationBAL2Andrew KittredgeMiddle Reliever1.00001204170.003.861.29
simulationBAL3Tyler WellsMiddle Reliever1.00000003160.002.941.00
simulationBAL4Rico GarciaMiddle Reliever1.12001207300.002.720.88
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ATLGrant HolmesStarter4.211441981
ATLDidier FuentesMiddle Reliever1.20010625
ATLDylan LeeMiddle Reliever1.00111520
ATLRaisel IglesiasMiddle Reliever1.00112520
ATLTyler KinleyMiddle Reliever0.20001212
BALTrevor RogersStarter5.2690726110
BALAndrew KittredgeMiddle Reliever1.00012417
BALRico GarciaMiddle Reliever1.10212730
BALTyler WellsMiddle Reliever1.00000316
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.

20260724_CHC@PIT

20260724_CHC@PIT.json • 2026-07-24

CHC 3 - PIT 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_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentPITCURRENT_PITCHER_DUPLICATIONPIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=0, sim=3; RBI: current=4, sim=3; R: current=6, sim=3).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: Pete Crow-Armstrong: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Michael Busch: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Dansby Swanson: AB current=4 box=5, H current=1 box=0, R current=1 box=0; Nico Hoerner: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Carson Kelly: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Alex Bregman: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Seiya Suzuki: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Ian Happ: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; 2B: current=0, sim=4; RBI: current=3, sim=4; R: current=5, sim=4; 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-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Brandon Lowe: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Jacob Gonzalez: AB current=3 box=4, RBI current=1 box=0; Ryan O'Hearn: RBI current=1 box=0, R current=1 box=0; Jake Mangum: R current=0 box=1; Henry Davis: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Esmerlyn Valdez: AB current=3 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Nick Gonzales: H current=1 box=2, 2B current=0 box=2, SO current=1 box=0; Bryan Reynolds: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match PIT pitching: 4.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match PIT pitching: 0.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match PIT pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match PIT pitching: 8.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=39 matches PIT BF=39.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match CHC pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match CHC pitching: 9.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match CHC pitching: 6.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=35 matches CHC BF=35.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC 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_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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: 0.464/0.650.
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: CHC 8, PIT 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 3 - PIT 4.
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': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_CHC@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@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: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 148.
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: 162.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 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: CHC 3 - 4 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 3 - 4 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
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: 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 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT 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: PIT wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_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
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match PIT pitching: 4.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match PIT pitching: 0.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match PIT pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match PIT pitching: 8.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=39 matches PIT BF=39.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match CHC pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match CHC pitching: 9.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match CHC pitching: 6.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=35 matches CHC BF=35.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC 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_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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: 0.464/0.650.
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: CHC 8, PIT 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 3 - PIT 4.
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': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_CHC@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@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: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 148.
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: 162.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 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: CHC 3 - 4 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 3 - 4 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
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: 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 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT 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: PIT wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_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_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentPITCURRENT_PITCHER_DUPLICATIONPIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=0, sim=3; RBI: current=4, sim=3; R: current=6, sim=3).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: Pete Crow-Armstrong: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Michael Busch: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Dansby Swanson: AB current=4 box=5, H current=1 box=0, R current=1 box=0; Nico Hoerner: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Carson Kelly: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Alex Bregman: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Seiya Suzuki: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Ian Happ: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; 2B: current=0, sim=4; RBI: current=3, sim=4; R: current=5, sim=4; 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-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Brandon Lowe: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Jacob Gonzalez: AB current=3 box=4, RBI current=1 box=0; Ryan O'Hearn: RBI current=1 box=0, R current=1 box=0; Jake Mangum: R current=0 box=1; Henry Davis: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Esmerlyn Valdez: AB current=3 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Nick Gonzales: H current=1 box=2, 2B current=0 box=2, SO current=1 box=0; Bryan Reynolds: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.4760532379150394.151510715484619Base ML historical model prediction
variance_applied54Random 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
CHC20010000038
PIT02000020049
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHCbatting34900046480000
currentCHCpitching904268.0400
currentPITbatting32900035290000
currentPITpitching803489.0300
simulationCHCbatting358300334800
simulationCHCpitching904268.0435148
simulationPITbatting339400442600
simulationPITpitching803489.0339162
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHCDHPete Crow-Armstrong041000101100.250
currentCHCCMichael Busch041000111100.250
currentCHC1BDansby Swanson041000100100.250
currentCHC2BNico Hoerner041000000000.250
currentCHC3BCarson Kelly031000000100.333
currentCHCSSAlex Bregman041000110100.250
currentCHCLFSeiya Suzuki041000111100.250
currentCHCCFIan Happ041000111100.250
currentCHCRFMichael Conforto031000000100.333
currentPITDHBrandon Lowe041000100100.250
currentPITCJacob Gonzalez031000010100.333
currentPIT1BRyan O'Hearn041000110100.250
currentPIT2BJake Mangum041000000100.250
currentPIT3BHenry Davis031000000100.333
currentPITSSEsmerlyn Valdez031000111100.333
currentPITLFNick Gonzales041000100100.250
currentPITCFBryan Reynolds041000101100.250
currentPITRFTyler Callihan031000000100.333
simulationCHC1CFPete Crow-Armstrong542100111100.500
simulationCHC2SSDansby Swanson550000000100.000
simulationCHC32BNico Hoerner541100111000.250
simulationCHC41BMichael Busch440000000200.000
simulationCHC5CCarson Kelly442000110100.500
simulationCHC63BAlex Bregman432100001000.667
simulationCHC7RFSeiya Suzuki440000000100.000
simulationCHC8LFIan Happ431000001000.333
simulationCHC9DHMichael Conforto440000000200.000
simulationPIT1CFJake Mangum441000100100.250
simulationPIT2SSJacob Gonzalez441000000100.250
simulationPIT32BBrandon Lowe442100120100.500
simulationPIT4RFRyan O'Hearn441000000100.250
simulationPIT5CHenry Davis430000001000.000
simulationPIT63BNick Gonzales442200100000.500
simulationPIT7OFEsmerlyn Valdez441000000000.250
simulationPIT8LFBryan Reynolds431100121100.333
simulationPIT9LFTyler Callihan330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHC1Matthew BoydStarter5.1622140003.384.151.21
currentCHC3Trent ThorntonMiddle Reliever1.2000100000.002.401.00
currentCHC4Jacob WebbMiddle Reliever1.03220200018.002.911.32
currentPIT1Jared JonesStarter5.0733170005.404.051.10
currentPIT2Yohan RamírezMiddle Reliever1.1000100000.003.211.35
currentPIT3Gregory SotoMiddle Reliever1.0000100000.003.240.98
currentPIT4Mason MontgomeryMiddle Reliever1.0100110000.003.351.19
currentPIT5Dennis SantanaMiddle Reliever0.2000000000.005.621.42
simulationCHC1Matthew BoydStarter5.1622140231013.384.151.21
simulationCHC2Jacob WebbMiddle Reliever1.032202062218.002.911.32
simulationCHC3Trent ThorntonMiddle Reliever1.20001006250.002.401.00
simulationPIT1Jared JonesStarter5.073317023885.404.051.10
simulationPIT2Gregory SotoMiddle Reliever1.00001004190.003.240.98
simulationPIT3Mason MontgomeryMiddle Reliever1.01001105200.003.351.19
simulationPIT4Yohan RamírezMiddle Reliever1.10001005190.003.211.35
simulationPIT5Dennis SantanaMiddle Reliever0.20000002160.005.621.42
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHCMatthew BoydStarter5.1261423101
CHCTrent ThorntonMiddle Reliever1.20010625
CHCJacob WebbMiddle Reliever1.02302622
PITJared JonesStarter5.037172388
PITYohan RamírezMiddle Reliever1.10010519
PITGregory SotoMiddle Reliever1.00010419
PITMason MontgomeryMiddle Reliever1.00111520
PITDennis SantanaMiddle Reliever0.20000216
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.

20260724_CIN@STL

20260724_CIN@STL.json • 2026-07-24

CIN 3 - STL 6
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_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_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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=4; 3B: current=0, sim=1; HR: current=0, sim=2; RBI: current=2, sim=3; BB: current=1, sim=4; SO: current=9, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Elly De La Cruz: HR current=0 box=1, RBI current=0 box=1; Eugenio Suárez: H current=1 box=0; Sal Stewart: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; JJ Bleday: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nathaniel Lowe: AB current=3 box=4, H current=1 box=0; Spencer Steer: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Tyler Stephenson: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1, BB current=0 box=1; Dane Myers: 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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=9, sim=11; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=2, sim=6; R: current=4, sim=6; BB: current=0, sim=4; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Iván Herrera: H current=1 box=3, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Jordan Walker: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; JJ Wetherholt: H current=1 box=0, R current=1 box=0, BB current=0 box=1; Alec Burleson: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Blaze Jordan: AB current=3 box=4, R current=0 box=1; Nathan Church: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1; Lars Nootbaar: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Masyn Winn: AB current=4 box=3, 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.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match STL pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match STL pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match STL pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match STL pitching: 5.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=35 matches STL BF=35.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match CIN pitching: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match CIN pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match CIN pitching: 11.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match CIN pitching: 5.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=39 matches CIN BF=39.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN 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_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
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 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: 0.422/0.600.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CIN 4, STL 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 3 - STL 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for STL.{'winner_confidence': 0.66, 'h2h_net_margin': 10, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_CIN@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@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: 159.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
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: 159.
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: 161.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: CIN 3 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 3 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=STL, final=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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: STL wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: STL wins 6-3.
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_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_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
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match STL pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match STL pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match STL pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match STL pitching: 5.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=35 matches STL BF=35.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match CIN pitching: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match CIN pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match CIN pitching: 11.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match CIN pitching: 5.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=39 matches CIN BF=39.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN 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_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
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 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: 0.422/0.600.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CIN 4, STL 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 3 - STL 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for STL.{'winner_confidence': 0.66, 'h2h_net_margin': 10, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_CIN@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@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: 159.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 161.
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: 159.
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: 161.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: CIN 3 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 3 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=STL, final=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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: STL wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: STL wins 6-3.
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_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_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_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_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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=4; 3B: current=0, sim=1; HR: current=0, sim=2; RBI: current=2, sim=3; BB: current=1, sim=4; SO: current=9, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Elly De La Cruz: HR current=0 box=1, RBI current=0 box=1; Eugenio Suárez: H current=1 box=0; Sal Stewart: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; JJ Bleday: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nathaniel Lowe: AB current=3 box=4, H current=1 box=0; Spencer Steer: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Tyler Stephenson: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1, BB current=0 box=1; Dane Myers: 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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=9, sim=11; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=2, sim=6; R: current=4, sim=6; BB: current=0, sim=4; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Iván Herrera: H current=1 box=3, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Jordan Walker: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; JJ Wetherholt: H current=1 box=0, R current=1 box=0, BB current=0 box=1; Alec Burleson: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Blaze Jordan: AB current=3 box=4, R current=0 box=1; Nathan Church: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1; Lars Nootbaar: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Masyn Winn: AB current=4 box=3, 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_ml5.400353431701665.341632843017578Base ML historical model prediction
variance_applied56Random variance applied (0.9-1.1)
enhanced_prediction450.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment46Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review46Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target46Capped at max 12 realistic runs
simulation_result36Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CIN00000001234
STL204000000611
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCINbatting32900023190000
currentCINpitching1126458.0600
currentSTLbatting32900024080000
currentSTLpitching423459.0300
simulationCINbatting314012334500
simulationCINpitching1126458.0639159
simulationSTLbatting3511202664500
simulationSTLpitching423459.0335161
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCINSSElly De La Cruz041000100100.250
currentCIN3BEugenio Suárez041000000100.250
currentCIN1BSal Stewart041000010100.250
currentCINLFJJ Bleday041000111100.250
currentCINDHNathaniel Lowe031000000100.333
currentCINRFSpencer Steer041000100100.250
currentCINCTyler Stephenson031000000100.333
currentCINCFDane Myers031000000100.333
currentCIN2BEdwin Arroyo031000000100.333
currentSTLDHIván Herrera041000100100.250
currentSTLRFJordan Walker041000110100.250
currentSTL2BJJ Wetherholt041000100100.250
currentSTL1BAlec Burleson041000110100.250
currentSTL3BBlaze Jordan031000000000.333
currentSTLCFNathan Church031000000100.333
currentSTLLFLars Nootbaar031000000100.333
currentSTLSSMasyn Winn041000000100.250
currentSTLCJimmy Crooks031000000100.333
simulationCIN1SSElly De La Cruz441001110100.250
simulationCIN21BSal Stewart430000001000.000
simulationCIN3LFJJ Bleday430000001100.000
simulationCIN43BEugenio Suárez440000000100.000
simulationCIN5DHNathaniel Lowe440000000100.000
simulationCIN6RFSpencer Steer431000101000.333
simulationCIN7CTyler Stephenson431001121000.333
simulationCIN8CFDane Myers440000000100.000
simulationCIN92BEdwin Arroyo331010000000.333
simulationSTL12BJJ Wetherholt540000001100.000
simulationSTL2RFJordan Walker540000001200.000
simulationSTL31BAlec Burleson552001120000.400
simulationSTL4DHIván Herrera443100110000.750
simulationSTL5LFLars Nootbaar432100101000.667
simulationSTL6SSMasyn Winn430000001100.000
simulationSTL7CFNathan Church441001130000.250
simulationSTL83BBlaze Jordan441000100000.250
simulationSTL9CJimmy Crooks442000100100.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCIN1Rhett LowderStarter4.08662320013.505.751.64
currentCIN2Brock BurkeMiddle Reliever1.0000020000.002.791.37
currentCIN3Caleb FergusonMiddle Reliever1.0100000000.003.981.57
currentCIN4Tejay AntoneMiddle Reliever1.0100100000.002.370.92
currentCIN5Pierce JohnsonMiddle Reliever0.1100100000.005.281.38
currentCIN6Emilio PagánMiddle Reliever0.2000000000.005.591.29
currentSTL1Dustin MayStarter4.2100330000.004.781.32
currentSTL2Gordon GraceffoMiddle Reliever1.12220010013.503.281.11
currentSTL3George SorianoMiddle Reliever1.0000110000.003.251.06
currentSTL4Riley O'BrienMiddle Reliever1.0000000000.003.671.22
currentSTL5Ryne StanekMiddle Reliever1.0111011009.004.461.46
simulationCIN1Rhett LowderStarter4.0866232228213.505.751.64
simulationCIN2Emilio PagánMiddle Reliever0.20000002160.005.591.29
simulationCIN3Tejay AntoneMiddle Reliever1.01001005150.002.370.92
simulationCIN4Brock BurkeMiddle Reliever1.00000203150.002.791.37
simulationCIN5Caleb FergusonMiddle Reliever1.01000004160.003.981.57
simulationCIN6Pierce JohnsonMiddle Reliever0.11001003150.005.281.38
simulationSTL1Dustin MayStarter4.210033018890.004.781.32
simulationSTL2Riley O'BrienMiddle Reliever1.00000003160.003.671.22
simulationSTL3George SorianoMiddle Reliever1.00001104170.003.251.06
simulationSTL4Ryne StanekMiddle Reliever1.01110114169.004.461.46
simulationSTL5Gordon GraceffoMiddle Reliever1.122200162313.503.281.11
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CINRhett LowderStarter4.068232282
CINBrock BurkeMiddle Reliever1.00002315
CINCaleb FergusonMiddle Reliever1.00100416
CINTejay AntoneMiddle Reliever1.00110515
CINPierce JohnsonMiddle Reliever0.10110315
CINEmilio PagánMiddle Reliever0.20000216
STLDustin MayStarter4.201331889
STLGordon GraceffoMiddle Reliever1.12200623
STLGeorge SorianoMiddle Reliever1.00011417
STLRiley O'BrienMiddle Reliever1.00000316
STLRyne StanekMiddle Reliever1.01101416
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_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.

20260724_CLE@TB

20260724_CLE@TB.json • 2026-07-24

CLE 4 - TB 7
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_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_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-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=5; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=2, sim=4; R: current=0, sim=4; BB: current=1, sim=6; 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-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Chase DeLauter: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, SO current=1 box=4; Brayan Rocchio: H current=1 box=0, RBI current=1 box=0; David Fry: AB current=3 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Angel Martínez: AB current=4 box=5, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Travis Bazzana: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Rhys Hoskins: AB current=3 box=2, H current=1 box=0, R current=0 box=1, BB current=0 box=2; Gabriel Arias: AB current=3 box=4, H current=1 box=3, 2B current=0 box=1, HR current=0 box=1; Austin Hedges: 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.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=10; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=2; RBI: current=5, sim=7; R: current=2, sim=7; BB: current=1, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Jonathan Aranda: AB current=4 box=3, HR current=0 box=1, R current=0 box=1, BB current=0 box=1; Junior Caminero: 2B current=0 box=1, RBI current=1 box=0; Yandy Díaz: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cedric Mullins: RBI current=0 box=1, R current=0 box=1; Ben Williamson: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1; Jonny DeLuca: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=3, R current=0 box=1; Chandler Simpson: AB current=4 box=3, H current=1 box=2, R current=0 box=1, BB current=0 box=1; Ryan Vilade: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, 3B 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.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match TB pitching: 6.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match TB pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match TB pitching: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match TB pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=38 matches TB BF=38.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match CLE pitching: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match CLE pitching: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match CLE pitching: 10.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match CLE pitching: 5.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=39 matches CLE BF=39.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE 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_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_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]: 0.409.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.591.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.591.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.441/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 5, TB 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 4 - TB 7.
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': 0.5913381552824842, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_CLE@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@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: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
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: 148.
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: 169.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: CLE 4 - 7 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 4 - 7 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 7-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.591.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TB wins 7-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 4-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-7.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-7, final 4-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 7-4.
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_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match TB pitching: 6.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match TB pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match TB pitching: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match TB pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=38 matches TB BF=38.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match CLE pitching: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match CLE pitching: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match CLE pitching: 10.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match CLE pitching: 5.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=39 matches CLE BF=39.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE 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_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_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]: 0.409.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.591.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.591.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 11.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.441/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 5, TB 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 4 - TB 7.
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': 0.5913381552824842, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_CLE@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@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: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
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: 148.
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: 169.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: CLE 4 - 7 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 4 - 7 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 7-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.591.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TB wins 7-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 4-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-7.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-7, final 4-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 7-4.
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_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB 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_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-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=5; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=2, sim=4; R: current=0, sim=4; BB: current=1, sim=6; 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-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Chase DeLauter: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, SO current=1 box=4; Brayan Rocchio: H current=1 box=0, RBI current=1 box=0; David Fry: AB current=3 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Angel Martínez: AB current=4 box=5, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Travis Bazzana: AB current=4 box=3, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Rhys Hoskins: AB current=3 box=2, H current=1 box=0, R current=0 box=1, BB current=0 box=2; Gabriel Arias: AB current=3 box=4, H current=1 box=3, 2B current=0 box=1, HR current=0 box=1; Austin Hedges: 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.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=10; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=2; RBI: current=5, sim=7; R: current=2, sim=7; BB: current=1, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Jonathan Aranda: AB current=4 box=3, HR current=0 box=1, R current=0 box=1, BB current=0 box=1; Junior Caminero: 2B current=0 box=1, RBI current=1 box=0; Yandy Díaz: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cedric Mullins: RBI current=0 box=1, R current=0 box=1; Ben Williamson: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1; Jonny DeLuca: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=3, R current=0 box=1; Chandler Simpson: AB current=4 box=3, H current=1 box=2, R current=0 box=1, BB current=0 box=1; Ryan Vilade: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, 3B 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_ml5.3619709014892585.062104225158691Base ML historical model prediction
variance_applied55Random variance applied (0.9-1.1)
enhanced_prediction430.591Enhanced 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_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result47Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CLE02011000045
TB300112000710
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCLEbatting31900020190000
currentCLEpitching1027458.0700
currentTBbatting32900052170000
currentTBpitching524689.0400
simulationCLEbatting325202446800
simulationCLEpitching1027458.0739148
simulationTBbatting3410212774501
simulationTBpitching524689.0438169
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCLEDHChase DeLauter041000010100.250
currentCLESSBrayan Rocchio041000010100.250
currentCLELFDavid Fry031000000100.333
currentCLERFAngel Martínez041000000100.250
currentCLE2BTravis Bazzana041000001100.250
currentCLE1BRhys Hoskins031000000100.333
currentCLE3BGabriel Arias031000000100.333
currentCLECAustin Hedges031000000100.333
currentCLECFPetey Halpin031000000100.333
currentTB1BJonathan Aranda041000010100.250
currentTB3BJunior Caminero041000111100.250
currentTBDHYandy Díaz041000110100.250
currentTBCFCedric Mullins041000000100.250
currentTBSSBen Williamson031000000100.333
currentTBRFJonny DeLuca031000010100.333
currentTBLFChandler Simpson041000000000.250
currentTB2BRyan Vilade031000010100.333
currentTBCNick Fortes031000000000.333
simulationCLE1RFAngel Martínez551001110200.200
simulationCLE2DHChase DeLauter550000000400.000
simulationCLE31BRhys Hoskins420000102000.000
simulationCLE4SSBrayan Rocchio440000000100.000
simulationCLE5LFDavid Fry420000002000.000
simulationCLE62BTravis Bazzana431100101000.333
simulationCLE73BGabriel Arias443101130000.750
simulationCLE8CAustin Hedges430000001000.000
simulationCLE9CFPetey Halpin440000000100.000
simulationTB1DHYandy Díaz550000000100.000
simulationTB21BJonathan Aranda531001111110.333
simulationTB33BJunior Caminero541100101100.250
simulationTB4CFCedric Mullins441000110100.250
simulationTB5RFJonny DeLuca441001130000.250
simulationTB6LFChandler Simpson432000101000.667
simulationTB72BRyan Vilade442110100000.500
simulationTB8SSBen Williamson441000120100.250
simulationTB9CNick Fortes431000001000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCLE1Joey CantilloStarter5.0555442009.003.741.42
currentCLE2Colin HoldermanMiddle Reliever1.0000000000.001.590.81
currentCLE3Hunter GaddisMiddle Reliever1.1100000000.002.431.20
currentCLE5Cade SmithMiddle Reliever0.24220100027.002.621.06
currentTB1Shane McClanahanStarter5.2433561004.763.161.15
currentTB2Kevin KellyMiddle Reliever1.1000010000.002.270.88
currentTB3Bryan BakerMiddle Reliever1.0000110000.001.640.83
currentTB4Garrett CleavingerMiddle Reliever1.0111001009.003.721.31
currentTB6Casey LeguminaMiddle Reliever0.0000000003.531.27
simulationCLE1Joey CantilloStarter5.055544224959.003.741.42
simulationCLE2Cade SmithMiddle Reliever0.242201062027.002.621.06
simulationCLE3Hunter GaddisMiddle Reliever1.11000005200.002.431.20
simulationCLE4Colin HoldermanMiddle Reliever1.00000004130.001.590.81
simulationTB1Shane McClanahanStarter5.2433561261034.763.161.15
simulationTB2Bryan BakerMiddle Reliever1.00001104200.001.640.83
simulationTB3Kevin KellyMiddle Reliever1.10000104170.002.270.88
simulationTB4Garrett CleavingerMiddle Reliever1.01110014169.003.721.31
simulationTB5Casey LeguminaMiddle Reliever0.00000000133.531.27
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CLEJoey CantilloStarter5.055442495
CLEColin HoldermanMiddle Reliever1.00000413
CLEHunter GaddisMiddle Reliever1.10100520
CLECade SmithMiddle Reliever0.22401620
TBShane McClanahanStarter5.2345626103
TBKevin KellyMiddle Reliever1.10001417
TBBryan BakerMiddle Reliever1.00011420
TBGarrett CleavingerMiddle Reliever1.01100416
TBCasey LeguminaMiddle Reliever0.00000013
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.

20260724_COL@MIL

20260724_COL@MIL.json • 2026-07-24

COL 1 - MIL 6
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_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=5; RBI: current=5, sim=1; R: current=4, sim=1; BB: current=0, sim=2; SO: current=9, sim=12; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Cole Carrigg: RBI current=1 box=0, R current=1 box=0; Edouard Julien: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; TJ Rumfield: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Hunter Goodman: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Kyle Karros: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0, HBP current=0 box=1; Mickey Moniak: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jake McCarthy: RBI current=1 box=0, R current=1 box=0; Troy Johnston: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=8; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=8, sim=6; R: current=7, sim=6; BB: current=4, sim=1; 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-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Cooper Pratt: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Jake Bauers: AB current=4 box=3, RBI current=1 box=0; Brice Turang: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Garrett Mitchell: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; William Contreras: RBI current=1 box=0; Jackson Chourio: AB current=4 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=3; Joey Ortiz: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0; Christian Yelich: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match MIL pitching: 2.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match MIL pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match MIL pitching: 12.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=35 matches MIL BF=35.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match COL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match COL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match COL pitching: 8.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match COL pitching: 7.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=33 matches COL BF=33.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL 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_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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: 0.441/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: COL 5, MIL 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 1 - MIL 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_COL@MIL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@MIL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
PASSpitch_countsimulationCOLPITCH_COUNT_PITCHER_MATCHCOL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCOLPITCH_COUNT_TOTAL_MATCHCOL pitch_count_summary total, row sum, and pitching total all match: 138.
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: 150.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL 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_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 1 - 6 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 1 - 6 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 6-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIL, final=MIL.
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: 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: MIL wins 6-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 1-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-6, final 1-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 6-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match MIL pitching: 2.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match MIL pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match MIL pitching: 12.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=35 matches MIL BF=35.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match COL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match COL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match COL pitching: 8.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match COL pitching: 7.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=33 matches COL BF=33.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL 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_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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: 0.441/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: COL 5, MIL 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 1 - MIL 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_COL@MIL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@MIL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
PASSpitch_countsimulationCOLPITCH_COUNT_PITCHER_MATCHCOL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCOLPITCH_COUNT_TOTAL_MATCHCOL pitch_count_summary total, row sum, and pitching total all match: 138.
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: 150.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL 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_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 1 - 6 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 1 - 6 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 6-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIL, final=MIL.
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: 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: MIL wins 6-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 1-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-6, final 1-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 6-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=5; RBI: current=5, sim=1; R: current=4, sim=1; BB: current=0, sim=2; SO: current=9, sim=12; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Cole Carrigg: RBI current=1 box=0, R current=1 box=0; Edouard Julien: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; TJ Rumfield: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Hunter Goodman: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Kyle Karros: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0, HBP current=0 box=1; Mickey Moniak: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jake McCarthy: RBI current=1 box=0, R current=1 box=0; Troy Johnston: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=8; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=8, sim=6; R: current=7, sim=6; BB: current=4, sim=1; 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-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Cooper Pratt: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Jake Bauers: AB current=4 box=3, RBI current=1 box=0; Brice Turang: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Garrett Mitchell: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; William Contreras: RBI current=1 box=0; Jackson Chourio: AB current=4 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=3; Joey Ortiz: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0; Christian Yelich: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.6587266921997076.238119602203369Base ML historical model prediction
variance_applied46Random variance applied (0.9-1.1)
enhanced_prediction150.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment16Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review16Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target16Capped at max 12 realistic runs
simulation_result16Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
COL10000000015
MIL03002100068
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCOLbatting33900054090000
currentCOLpitching816178.0600
currentMILbatting33900087490000
currentMILpitching5012129.0100
simulationCOLbatting3250001121201
simulationCOLpitching816178.0633138
simulationMILbatting328201661700
simulationMILpitching5012129.0135150
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCOLDHCole Carrigg041000110100.250
currentCOLCEdouard Julien031000000100.333
currentCOL1BTJ Rumfield041000010100.250
currentCOL2BHunter Goodman041000110100.250
currentCOL3BKyle Karros031000000100.333
currentCOLSSEzequiel Tovar041000000100.250
currentCOLLFMickey Moniak041000110100.250
currentCOLCFJake McCarthy041000110100.250
currentCOLRFTroy Johnston031000000100.333
currentMILDHCooper Pratt031000100100.333
currentMILCJake Bauers041000111100.250
currentMIL1BBrice Turang041000111100.250
currentMIL2BGarrett Mitchell041000110100.250
currentMIL3BWilliam Contreras041000110100.250
currentMILSSJackson Chourio041000110100.250
currentMILLFJoey Ortiz031000010100.333
currentMILCFChristian Yelich041000111100.250
currentMILRFGary Sánchez031000011100.333
simulationCOL1OFCole Carrigg441000000100.250
simulationCOL2SSEzequiel Tovar441000000100.250
simulationCOL32BEdouard Julien440000000200.000
simulationCOL41BTJ Rumfield440000000200.000
simulationCOL5CHunter Goodman431000001100.333
simulationCOL63BKyle Karros431000110010.333
simulationCOL7LFMickey Moniak430000001300.000
simulationCOL8CFJake McCarthy441000000100.250
simulationCOL9RFTroy Johnston330000000100.000
simulationMIL1CFGarrett Mitchell440000000100.000
simulationMIL2SSCooper Pratt441100110000.250
simulationMIL32BBrice Turang440000000100.000
simulationMIL41BJake Bauers431000101100.333
simulationMIL5CWilliam Contreras441000100100.250
simulationMIL6SSJoey Ortiz440000000100.000
simulationMIL7LFJackson Chourio332001130000.667
simulationMIL8DHChristian Yelich332100110100.667
simulationMIL9CGary Sánchez331000110100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCOL1Tomoyuki SuganoStarter5.1555151008.444.761.29
currentCOL2Antonio SenzatelaMiddle Reliever1.1311020006.753.601.24
currentCOL3Jordan RomanoMiddle Reliever1.1000000000.004.611.46
currentCOL5Juan MejiaMiddle Reliever0.0000000005.401.53
currentMIL1Shane DrohanStarter5.2511290001.593.201.18
currentMIL2Aaron AshbyMiddle Reliever1.1000010000.003.321.41
currentMIL3Abner UribeMiddle Reliever1.0000010000.002.381.06
currentMIL4Trevor MegillMiddle Reliever1.0000010000.002.080.92
currentMIL6Grant AndersonMiddle Reliever0.0000000003.451.13
simulationCOL1Tomoyuki SuganoStarter5.155515122888.444.761.29
simulationCOL2Antonio SenzatelaMiddle Reliever1.13110207146.753.601.24
simulationCOL3Juan MejiaMiddle Reliever0.00000000155.401.53
simulationCOL4Jordan RomanoMiddle Reliever1.10000004210.004.611.46
simulationMIL1Shane DrohanStarter5.251129024941.593.201.18
simulationMIL2Trevor MegillMiddle Reliever1.00000104150.002.080.92
simulationMIL3Abner UribeMiddle Reliever1.00000103160.002.381.06
simulationMIL4Aaron AshbyMiddle Reliever1.1000010470.003.321.41
simulationMIL5Grant AndersonMiddle Reliever0.00000000183.451.13
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
COLTomoyuki SuganoStarter5.155152288
COLAntonio SenzatelaMiddle Reliever1.11302714
COLJordan RomanoMiddle Reliever1.10000421
COLJuan MejiaMiddle Reliever0.00000015
MILShane DrohanStarter5.215292494
MILAaron AshbyMiddle Reliever1.1000147
MILAbner UribeMiddle Reliever1.00001316
MILTrevor MegillMiddle Reliever1.00001415
MILGrant AndersonMiddle Reliever0.00000018
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.

20260724_HOU@CHW

20260724_HOU@CHW.json • 2026-07-24

HOU 2 - CHW 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_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_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=3, sim=5; BB: current=2, sim=5; 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-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Colson Montgomery: H current=1 box=3, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=3; Drew Romo: BB current=0 box=1; Munetaka Murakami: H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Chase Meidroth: 2B current=0 box=1, RBI current=0 box=1; Tristan Peters: AB current=3 box=4, H current=1 box=0, BB current=0 box=1; Braden Montgomery: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Andrew Benintendi: 2B current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Miguel Vargas: H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=4; RBI: current=3, sim=2; R: current=3, sim=2; BB: current=2, sim=4; SO: current=9, sim=11).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: Taylor Trammell: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=2; Jeremy Peña: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Yainer Diaz: H current=1 box=0; Christian Walker: H current=1 box=0, SO current=1 box=3; Jose Altuve: AB current=4 box=3, RBI current=0 box=1, BB current=0 box=1; LaMonte Wade Jr.: H current=1 box=2, SO current=1 box=0; Isaac Paredes: H current=1 box=0, RBI current=1 box=0; Cam Smith: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match HOU pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match HOU pitching: 8.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match HOU pitching: 7.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=37 matches HOU BF=37.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match CHW pitching: 4.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match CHW pitching: 4.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match CHW pitching: 11.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=35 matches CHW BF=35.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU 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_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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: 0.415/0.609.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 4, CHW 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 2 - CHW 5.
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': 0.6, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_HOU@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@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: 167.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 162.
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: 167.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU 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_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_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_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 2 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 2 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
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: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHW wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 2-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-5, final 2-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 5-2.
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_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match HOU pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match HOU pitching: 8.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match HOU pitching: 7.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=37 matches HOU BF=37.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match CHW pitching: 4.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match CHW pitching: 4.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match CHW pitching: 11.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=35 matches CHW BF=35.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU 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_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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: 0.415/0.609.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 4, CHW 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 2 - CHW 5.
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': 0.6, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_HOU@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@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: 167.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 162.
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: 167.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU 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_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_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_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 2 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 2 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
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: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHW wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 2-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-5, final 2-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 5-2.
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_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 4/10 = 0.400.
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_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=3, sim=5; BB: current=2, sim=5; 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-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Colson Montgomery: H current=1 box=3, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=3; Drew Romo: BB current=0 box=1; Munetaka Murakami: H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Chase Meidroth: 2B current=0 box=1, RBI current=0 box=1; Tristan Peters: AB current=3 box=4, H current=1 box=0, BB current=0 box=1; Braden Montgomery: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Andrew Benintendi: 2B current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Miguel Vargas: H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=4; RBI: current=3, sim=2; R: current=3, sim=2; BB: current=2, sim=4; SO: current=9, sim=11).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: Taylor Trammell: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=2; Jeremy Peña: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Yainer Diaz: H current=1 box=0; Christian Walker: H current=1 box=0, SO current=1 box=3; Jose Altuve: AB current=4 box=3, RBI current=0 box=1, BB current=0 box=1; LaMonte Wade Jr.: H current=1 box=2, SO current=1 box=0; Isaac Paredes: H current=1 box=0, RBI current=1 box=0; Cam Smith: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.80515575408935554.967451095581055Base ML historical model prediction
variance_applied65Random variance applied (0.9-1.1)
enhanced_prediction450.600Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment45Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result25Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
HOU00000002024
CHW10003100058
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentHOUbatting34900033290000
currentHOUpitching815578.0500
currentCHWbatting32800035290000
currentCHWpitching4024119.0200
simulationHOUbatting3140002241100
simulationHOUpitching815578.0537167
simulationCHWbatting328301555700
simulationCHWpitching4024119.0235162
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentHOUDHTaylor Trammell031000000100.333
currentHOUCJeremy Peña041000110100.250
currentHOU1BYainer Diaz041000000100.250
currentHOU2BChristian Walker041000000100.250
currentHOU3BJose Altuve041000100100.250
currentHOUSSLaMonte Wade Jr.031000001100.333
currentHOULFIsaac Paredes041000010100.250
currentHOUCFCam Smith041000000100.250
currentHOURFYordan Alvarez041000111100.250
currentCHWDHColson Montgomery041000010100.250
currentCHWCDrew Romo030000000100.000
currentCHW1BMunetaka Murakami041000111100.250
currentCHW2BChase Meidroth041000100100.250
currentCHW3BTristan Peters031000000100.333
currentCHWSSBraden Montgomery041000100100.250
currentCHWLFAndrew Benintendi031000010100.333
currentCHWCFMiguel Vargas041000101100.250
currentCHWRFSam Antonacci031000100100.333
simulationHOU1CFTaylor Trammell431000111200.333
simulationHOU2SSJeremy Peña440000000100.000
simulationHOU32BJose Altuve431000111100.333
simulationHOU41BChristian Walker440000000300.000
simulationHOU5CYainer Diaz440000000100.000
simulationHOU63BIsaac Paredes440000000100.000
simulationHOU7RFCam Smith440000000100.000
simulationHOU8LFLaMonte Wade Jr.432000001000.667
simulationHOU9DHYordan Alvarez320000001100.000
simulationCHW1CFTristan Peters540000001100.000
simulationCHW2SSColson Montgomery443101130100.750
simulationCHW32BChase Meidroth441100110100.250
simulationCHW4IFMunetaka Murakami442000100100.500
simulationCHW5CDrew Romo430000001100.000
simulationCHW63BMiguel Vargas440000000100.000
simulationCHW7OFBraden Montgomery430000001100.000
simulationCHW8SSSam Antonacci431000101000.333
simulationCHW9DHAndrew Benintendi431100111000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentHOU1Spencer ArrighettiStarter5.0544461007.204.341.31
currentHOU3Josh HaderMiddle Reliever1.2111110005.400.980.82
currentHOU4Steven OkertMiddle Reliever1.0100000000.002.130.83
currentHOU5Bryan AbreuMiddle Reliever0.1100000000.005.291.53
currentCHW1Davis MartinStarter6.0200380000.003.311.19
currentCHW2Grant TaylorMiddle Reliever1.1000020000.001.421.26
currentCHW5Sean NewcombMiddle Reliever0.22111100013.507.711.71
currentCHW6Seranthony DomínguezMiddle Reliever1.0011000009.0013.503.00
simulationHOU1Spencer ArrighettiStarter5.0544461241057.204.341.31
simulationHOU2Josh HaderMiddle Reliever1.21111107285.400.980.82
simulationHOU3Steven OkertMiddle Reliever1.01000004160.002.130.83
simulationHOU4Bryan AbreuMiddle Reliever0.11000002180.005.291.53
simulationCHW1Davis MartinStarter6.020038023950.003.311.19
simulationCHW2Grant TaylorMiddle Reliever1.10000204180.001.421.26
simulationCHW3Sean NewcombMiddle Reliever0.221111053313.507.711.71
simulationCHW4Seranthony DomínguezMiddle Reliever1.00110003169.0013.503.00
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
HOUSpencer ArrighettiStarter5.0454624105
HOUJosh HaderMiddle Reliever1.21111728
HOUSteven OkertMiddle Reliever1.00100416
HOUBryan AbreuMiddle Reliever0.10100218
CHWDavis MartinStarter6.002382395
CHWGrant TaylorMiddle Reliever1.10002418
CHWSean NewcombMiddle Reliever0.21211533
CHWSeranthony DomínguezMiddle Reliever1.01000316
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.

20260724_KC@DET

20260724_KC@DET.json • 2026-07-24

KC 1 - DET 7
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_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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=8, sim=11; 2B: current=0, sim=4; RBI: current=3, sim=7; R: current=5, sim=7; BB: current=2, sim=5; 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-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Gleyber Torres: SO current=1 box=2; Colt Keith: AB current=3 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Riley Greene: AB current=4 box=5, H current=1 box=3, 2B current=0 box=2, RBI current=1 box=4; Kevin McGonigle: AB current=4 box=3, BB current=1 box=2, SO current=1 box=0; Dillon Dingler: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Kerry Carpenter: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Zach McKinstry: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Spencer Torkelson: H current=1 box=2, 2B current=0 box=1, 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 (AB: current=30, sim=31; H: current=9, sim=4; 2B: current=0, sim=1; R: current=0, sim=1; BB: current=0, sim=2; 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-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Vinnie Pasquantino: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Lane Thomas: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Carter Jensen: H current=1 box=0; Salvador Perez: H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; Michael Massey: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Isaac Collins: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Josh Rojas: 2B current=0 box=1; Nick Loftin: AB current=3 box=2, H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match KC pitching: 5.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match KC pitching: 0.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match KC pitching: 11.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match KC pitching: 4.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=40 matches KC BF=40.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match DET pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match DET pitching: 4.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match DET pitching: 6.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=33 matches DET BF=33.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET 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_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_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 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: 0.464/0.650.
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: KC 4, DET 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 1 - DET 7.
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': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-23', 'predicted_team': 'DET', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260723_KC@DET.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_KC@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@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: 164.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 133.
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: 133.
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: 164.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC 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_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_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_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 1 - 7 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 1 - 7 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 7-1.
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: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: DET wins 7-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 1-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-7.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-7, final 1-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 7-1.
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_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match KC pitching: 5.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match KC pitching: 0.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match KC pitching: 11.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match KC pitching: 4.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=40 matches KC BF=40.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match DET pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match DET pitching: 4.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match DET pitching: 6.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=33 matches DET BF=33.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET 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_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_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 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: 0.464/0.650.
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: KC 4, DET 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 1 - DET 7.
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': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-23', 'predicted_team': 'DET', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260723_KC@DET.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_KC@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@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: 164.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 133.
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: 133.
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: 164.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC 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_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_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_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 1 - 7 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 1 - 7 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 7-1.
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: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: DET wins 7-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 1-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-7.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-7, final 1-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 7-1.
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_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=8, sim=11; 2B: current=0, sim=4; RBI: current=3, sim=7; R: current=5, sim=7; BB: current=2, sim=5; 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-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Gleyber Torres: SO current=1 box=2; Colt Keith: AB current=3 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Riley Greene: AB current=4 box=5, H current=1 box=3, 2B current=0 box=2, RBI current=1 box=4; Kevin McGonigle: AB current=4 box=3, BB current=1 box=2, SO current=1 box=0; Dillon Dingler: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Kerry Carpenter: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Zach McKinstry: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Spencer Torkelson: H current=1 box=2, 2B current=0 box=1, 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 (AB: current=30, sim=31; H: current=9, sim=4; 2B: current=0, sim=1; R: current=0, sim=1; BB: current=0, sim=2; 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-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Vinnie Pasquantino: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Lane Thomas: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Carter Jensen: H current=1 box=0; Salvador Perez: H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; Michael Massey: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Isaac Collins: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Josh Rojas: 2B current=0 box=1; Nick Loftin: AB current=3 box=2, H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.21524620056152345.274502277374268Base ML historical model prediction
variance_applied35Random variance applied (0.9-1.1)
enhanced_prediction150.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment15Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review15Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target15Capped at max 12 realistic runs
simulation_result17Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
KC00000000114
DET100050100711
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentKCbatting30900010090000
currentKCpitching1107548.0700
currentDETbatting32800035290000
currentDETpitching401269.0100
simulationKCbatting314100112600
simulationKCpitching1107548.0740164
simulationDETbatting3511400775400
simulationDETpitching401269.0133133
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentKC1BVinnie Pasquantino041000000100.250
currentKCCFLane Thomas031000000100.333
currentKCCCarter Jensen041000000100.250
currentKCDHSalvador Perez041000010100.250
currentKC2BMichael Massey031000000100.333
currentKCLFIsaac Collins031000000100.333
currentKC3BJosh Rojas031000000100.333
currentKCRFNick Loftin031000000100.333
currentKCSSAndrew Velazquez031000000100.333
currentDET2BGleyber Torres041000101100.250
currentDET3BColt Keith031000000100.333
currentDETDHRiley Greene041000110100.250
currentDETSSKevin McGonigle041000101100.250
currentDETCDillon Dingler041000110100.250
currentDETRFKerry Carpenter031000000100.333
currentDETLFZach McKinstry031000000100.333
currentDET1BSpencer Torkelson041000110100.250
currentDETCFJames Outman030000000100.000
simulationKC1CCarter Jensen440000000100.000
simulationKC2CFLane Thomas440000000000.000
simulationKC31BVinnie Pasquantino430000001200.000
simulationKC4DHSalvador Perez442000000000.500
simulationKC52BMichael Massey441000110000.250
simulationKC6LFIsaac Collins440000000000.000
simulationKC73BJosh Rojas331100000100.333
simulationKC8RFNick Loftin320000001100.000
simulationKC9SSAndrew Velazquez330000000100.000
simulationDET1SSKevin McGonigle531000102000.333
simulationDET22BGleyber Torres541000101200.250
simulationDET33BColt Keith552100110000.400
simulationDET4DHRiley Greene553200140000.600
simulationDET5CDillon Dingler440000000100.000
simulationDET6RFKerry Carpenter431000111000.333
simulationDET71BSpencer Torkelson442100100100.500
simulationDET8LFZach McKinstry441000110000.250
simulationDET9CFJames Outman430000001000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentKC1Michael WachaStarter6.1744330005.683.661.17
currentKC2Daniel Lynch IVMiddle Reliever1.0311010009.002.130.92
currentKC3Lucas ErcegMiddle Reliever0.2100100000.004.701.57
currentKC4Alex LangeMiddle Reliever0.0022100006.151.51
currentDET1Tarik SkubalStarter6.0100160000.002.830.93
currentDET2Kenley JansenMiddle Reliever1.0000000000.003.381.20
currentDET3Kyle FinneganMiddle Reliever1.0100000000.002.001.36
currentDET4Tyler HoltonMiddle Reliever1.0211100009.003.051.33
simulationKC1Michael WachaStarter6.1744330291135.683.661.17
simulationKC2Alex LangeMiddle Reliever0.00221001186.151.51
simulationKC3Daniel Lynch IVMiddle Reliever1.03110106169.002.130.92
simulationKC4Lucas ErcegMiddle Reliever0.21001004170.004.701.57
simulationDET1Tarik SkubalStarter6.010016020900.002.830.93
simulationDET2Kenley JansenMiddle Reliever1.00000003170.003.381.20
simulationDET3Kyle FinneganMiddle Reliever1.01000004160.002.001.36
simulationDET4Tyler HoltonMiddle Reliever1.02111006109.003.051.33
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
KCMichael WachaStarter6.1473329113
KCDaniel Lynch IVMiddle Reliever1.01301616
KCLucas ErcegMiddle Reliever0.20110417
KCAlex LangeMiddle Reliever0.02010118
DETTarik SkubalStarter6.001162090
DETKenley JansenMiddle Reliever1.00000317
DETKyle FinneganMiddle Reliever1.00100416
DETTyler HoltonMiddle Reliever1.01210610
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.

20260724_LAA@SF

20260724_LAA@SF.json • 2026-07-24

LAA 4 - SF 6
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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=9, sim=5; HR: current=0, sim=2; RBI: current=3, sim=4; R: current=2, sim=4; SO: current=10, sim=9).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: Nolan Schanuel: H current=1 box=0; Mike Trout: BB current=1 box=0, SO current=1 box=2; Jorge Soler: RBI current=1 box=0, SO current=2 box=0; Zach Neto: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Vaughn Grissom: HR current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Wade Meckler: R current=0 box=1, BB current=0 box=1; Jo Adell: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Denzer Guzman: AB current=4 box=3, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (H: current=9, sim=11; 2B: current=0, sim=3; 3B: current=0, sim=1; HR: current=0, sim=2; RBI: current=1, sim=6; R: current=2, sim=6; BB: current=1, sim=3; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Eldridge: AB current=4 box=3, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=2; Heliot Ramos: AB current=4 box=5, R current=0 box=1; Rafael Devers: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=3; Luis Arraez: H current=1 box=2, 3B current=0 box=1, R current=0 box=1, BB current=0 box=1; Casey Schmitt: H current=1 box=2, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Jung Hoo Lee: 2B current=0 box=1, SO current=0 box=1; Drew Gilbert: AB current=3 box=4, H current=1 box=3, HR current=0 box=1, RBI current=0 box=2; Willy Adames: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match SF pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match SF pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match SF pitching: 9.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=33 matches SF BF=33.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match LAA pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match LAA pitching: 11.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match LAA pitching: 8.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=38 matches LAA BF=38.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA 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_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_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]: 0.340.
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 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.465/0.650.
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 5, SF 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 4 - SF 6.
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': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_LAA@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@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: 161.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
PASSpitch_countsimulationLAAPITCH_COUNT_PITCHER_MATCHLAA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLAAPITCH_COUNT_TOTAL_MATCHLAA pitch_count_summary total, row sum, and pitching total all match: 161.
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: 143.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF 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_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_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_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: LAA 4 - 6 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 4 - 6 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SF wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SF, final=SF.
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: SF wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SF wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SF wins 6-4.
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_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match SF pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match SF pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match SF pitching: 9.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=33 matches SF BF=33.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match LAA pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match LAA pitching: 11.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match LAA pitching: 8.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=38 matches LAA BF=38.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA 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_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_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]: 0.340.
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 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.465/0.650.
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 5, SF 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 4 - SF 6.
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': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_LAA@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@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: 161.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
PASSpitch_countsimulationLAAPITCH_COUNT_PITCHER_MATCHLAA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLAAPITCH_COUNT_TOTAL_MATCHLAA pitch_count_summary total, row sum, and pitching total all match: 161.
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: 143.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF 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_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_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_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: LAA 4 - 6 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 4 - 6 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SF wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SF, final=SF.
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: SF wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SF wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SF wins 6-4.
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_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=9, sim=5; HR: current=0, sim=2; RBI: current=3, sim=4; R: current=2, sim=4; SO: current=10, sim=9).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: Nolan Schanuel: H current=1 box=0; Mike Trout: BB current=1 box=0, SO current=1 box=2; Jorge Soler: RBI current=1 box=0, SO current=2 box=0; Zach Neto: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Vaughn Grissom: HR current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Wade Meckler: R current=0 box=1, BB current=0 box=1; Jo Adell: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Denzer Guzman: AB current=4 box=3, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (H: current=9, sim=11; 2B: current=0, sim=3; 3B: current=0, sim=1; HR: current=0, sim=2; RBI: current=1, sim=6; R: current=2, sim=6; BB: current=1, sim=3; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Eldridge: AB current=4 box=3, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=2; Heliot Ramos: AB current=4 box=5, R current=0 box=1; Rafael Devers: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=3; Luis Arraez: H current=1 box=2, 3B current=0 box=1, R current=0 box=1, BB current=0 box=1; Casey Schmitt: H current=1 box=2, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Jung Hoo Lee: 2B current=0 box=1, SO current=0 box=1; Drew Gilbert: AB current=3 box=4, H current=1 box=3, HR current=0 box=1, RBI current=0 box=2; Willy Adames: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.67995858192443858.293331146240234Base ML historical model prediction
variance_applied48Random 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_result46Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAA00020020045
SF112011000611
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLAAbatting349000321100000
currentLAApitching1126388.0600
currentSFbatting34900012170000
currentSFpitching524199.0400
simulationLAAbatting325002441900
simulationLAApitching1126388.0638161
simulationSFbatting3411312663810
simulationSFpitching524199.0433143
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAA1BNolan Schanuel041000000100.250
currentLAACFMike Trout041000101100.250
currentLAADHJorge Soler041000010200.250
currentLAASSZach Neto041000100100.250
currentLAA2BVaughn Grissom041000010100.250
currentLAALFWade Meckler031000000100.333
currentLAARFJo Adell041000010100.250
currentLAA3BDenzer Guzman041000000100.250
currentLAACTyler Heineman031000000100.333
currentSFDHBryce Eldridge041000001100.250
currentSFLFHeliot Ramos041000000100.250
currentSF1BRafael Devers041000000100.250
currentSF2BLuis Arraez041000000000.250
currentSF3BCasey Schmitt041000000100.250
currentSFRFJung Hoo Lee041000100000.250
currentSFCFDrew Gilbert031000000100.333
currentSFSSWilly Adames041000110100.250
currentSFCDaniel Susac031000000100.333
simulationLAA1SSZach Neto440000000200.000
simulationLAA2CFMike Trout441000100200.250
simulationLAA31BNolan Schanuel440000000100.000
simulationLAA4DHJorge Soler441000000000.250
simulationLAA52BVaughn Grissom441001120000.250
simulationLAA6LFWade Meckler431000101100.333
simulationLAA7RFJo Adell331001120100.333
simulationLAA83BDenzer Guzman330000000100.000
simulationLAA9CTyler Heineman330000000100.000
simulationSF12BLuis Arraez542010101000.500
simulationSF2LFHeliot Ramos551000100100.200
simulationSF3DHBryce Eldridge432200120000.667
simulationSF41BRafael Devers430000001300.000
simulationSF53BCasey Schmitt442001120100.500
simulationSF6RFJung Hoo Lee441100100100.250
simulationSF7SSWilly Adames430000001100.000
simulationSF8CFDrew Gilbert443001120000.750
simulationSF9CDaniel Susac440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAA1Grayson RodriguezStarter3.2744362009.828.231.77
currentLAA2Kirby YatesMiddle Reliever1.0111010009.003.181.01
currentLAA3Ryan ZeferjahnMiddle Reliever1.1211000006.753.831.19
currentLAA4Samy Natera Jr.Middle Reliever1.0000000000.002.450.87
currentLAA6Sam BachmanMiddle Reliever1.0100010000.003.951.25
currentSF1Logan WebbStarter6.1322081002.843.871.11
currentSF2Caleb KilianMiddle Reliever1.01221010018.004.021.24
currentSF3Erik MillerMiddle Reliever1.0100010000.002.761.33
currentSF4JT BrubakerMiddle Reliever0.2000000000.002.741.14
simulationLAA1Grayson RodriguezStarter3.274436221869.828.231.77
simulationLAA2Ryan ZeferjahnMiddle Reliever1.12110006236.753.831.19
simulationLAA3Kirby YatesMiddle Reliever1.01110104169.003.181.01
simulationLAA4Sam BachmanMiddle Reliever1.01000104160.003.951.25
simulationLAA5Samy Natera Jr.Middle Reliever1.00000003200.002.450.87
simulationSF1Logan WebbStarter6.132208122922.843.871.11
simulationSF2Caleb KilianMiddle Reliever1.012210152018.004.021.24
simulationSF3Erik MillerMiddle Reliever1.01000104160.002.761.33
simulationSF4JT BrubakerMiddle Reliever0.20000002150.002.741.14
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LAAGrayson RodriguezStarter3.247362186
LAAKirby YatesMiddle Reliever1.01101416
LAARyan ZeferjahnMiddle Reliever1.11200623
LAASamy Natera Jr.Middle Reliever1.00000320
LAASam BachmanMiddle Reliever1.00101416
SFLogan WebbStarter6.123082292
SFCaleb KilianMiddle Reliever1.02110520
SFErik MillerMiddle Reliever1.00101416
SFJT BrubakerMiddle Reliever0.20000215
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.

20260724_LAD@NYM

20260724_LAD@NYM.json • 2026-07-24

LAD 6 - NYM 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_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_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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=3, sim=6; R: current=7, sim=6; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: AB current=4 box=3, RBI current=0 box=2; Freddie Freeman: 2B current=0 box=1, SO current=1 box=2; Mookie Betts: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Miguel Rojas: AB current=3 box=4, H current=1 box=0, SO current=0 box=2; Andy Pages: HR current=0 box=1, RBI current=1 box=2; Kyle Tucker: SO current=1 box=0; Teoscar Hernández: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Dalton Rushing: 2B current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=4; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=0, sim=1; R: current=0, sim=1; BB: current=1, sim=4; 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-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: A.J. Ewing: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Bo Bichette: SO current=1 box=2; Juan Soto: AB current=4 box=3, H current=1 box=0, SO current=1 box=0; Francisco Lindor: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Jared Young: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Carson Benge: 2B current=0 box=1, SO current=1 box=0; Marcus Semien: H current=1 box=0; Luis Robert Jr.: H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match NYM pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match NYM pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match NYM pitching: 6.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match NYM pitching: 10.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=34 matches NYM BF=34.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match LAD pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match LAD pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match LAD pitching: 4.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=35 matches LAD BF=35.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD 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_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASScurrent_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 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: 0.441/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAD 6, NYM 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 6 - NYM 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for LAD.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_LAD@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@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: 152.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
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: 152.
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: 149.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: LAD 6 - 1 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 6 - 1 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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: LAD wins 6-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 6-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-1.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-1, final 6-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 6-1.
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_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.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match NYM pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match NYM pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match NYM pitching: 6.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match NYM pitching: 10.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=34 matches NYM BF=34.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match LAD pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match LAD pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match LAD pitching: 4.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=35 matches LAD BF=35.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD 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_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASScurrent_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 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: 0.441/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAD 6, NYM 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 6 - NYM 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for LAD.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_LAD@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@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: 152.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
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: 152.
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: 149.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: LAD 6 - 1 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 6 - 1 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
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: LAD wins 6-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 6-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-1.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-1, final 6-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 6-1.
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_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.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=3, sim=6; R: current=7, sim=6; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: AB current=4 box=3, RBI current=0 box=2; Freddie Freeman: 2B current=0 box=1, SO current=1 box=2; Mookie Betts: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Miguel Rojas: AB current=3 box=4, H current=1 box=0, SO current=0 box=2; Andy Pages: HR current=0 box=1, RBI current=1 box=2; Kyle Tucker: SO current=1 box=0; Teoscar Hernández: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Dalton Rushing: 2B current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=4; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=0, sim=1; R: current=0, sim=1; BB: current=1, sim=4; 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-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: A.J. Ewing: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Bo Bichette: SO current=1 box=2; Juan Soto: AB current=4 box=3, H current=1 box=0, SO current=1 box=0; Francisco Lindor: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Jared Young: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Carson Benge: 2B current=0 box=1, SO current=1 box=0; Marcus Semien: H current=1 box=0; Luis Robert Jr.: H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.3019995689392095.240865230560303Base ML historical model prediction
variance_applied75Random variance applied (0.9-1.1)
enhanced_prediction520.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment62Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review62Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target62Capped at max 12 realistic runs
simulation_result61Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAD00400002066
NYM10000000014
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLADbatting33900037180000
currentLADpitching411449.0100
currentNYMbatting34900000190000
currentNYMpitching6261109.0600
simulationLADbatting3362026611000
simulationLADpitching411449.0135152
simulationNYMbatting314101114400
simulationNYMpitching6261109.0634149
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLADDHShohei Ohtani041000101100.250
currentLAD1BFreddie Freeman041000100100.250
currentLADSSMookie Betts041000110100.250
currentLAD2BMiguel Rojas031000000000.333
currentLADCFAndy Pages041000110100.250
currentLADRFKyle Tucker041000100100.250
currentLADLFTeoscar Hernández041000100100.250
currentLADCDalton Rushing031000000100.333
currentLAD3BTommy Edman031000110100.333
currentNYMLFA.J. Ewing041000000100.250
currentNYM3BBo Bichette041000000100.250
currentNYMDHJuan Soto041000001100.250
currentNYMSSFrancisco Lindor041000000100.250
currentNYM1BJared Young031000000100.333
currentNYMRFCarson Benge041000000100.250
currentNYM2BMarcus Semien041000000100.250
currentNYMCFLuis Robert Jr.041000000100.250
currentNYMCFrancisco Alvarez031000000100.333
simulationLAD1DHShohei Ohtani431000121100.333
simulationLAD2CFAndy Pages441001120100.250
simulationLAD33BTommy Edman441001120000.250
simulationLAD41BFreddie Freeman441100100200.250
simulationLAD5SSMookie Betts440000000100.000
simulationLAD62BMiguel Rojas440000000200.000
simulationLAD7RFKyle Tucker441000100000.250
simulationLAD8LFTeoscar Hernández330000000200.000
simulationLAD9CDalton Rushing331100100100.333
simulationNYM1LFA.J. Ewing442001110000.500
simulationNYM2DHJuan Soto430000001000.000
simulationNYM33BBo Bichette441000000200.250
simulationNYM4SSFrancisco Lindor430000001100.000
simulationNYM5RFCarson Benge441100000000.250
simulationNYM6CFLuis Robert Jr.440000000000.000
simulationNYM71BJared Young430000001000.000
simulationNYM82BMarcus Semien440000000100.000
simulationNYM9CFrancisco Alvarez320000001000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAD1Roki SasakiStarter5.0311421001.804.981.34
currentLAD2Brock StewartMiddle Reliever1.0000000000.002.190.81
currentLAD3Evan PhillipsMiddle Reliever1.1000020000.005.401.40
currentLAD4Tanner ScottMiddle Reliever1.0100000000.002.400.77
currentLAD5Alex VesiaMiddle Reliever0.2000000000.002.621.19
currentNYM1Sean ManaeaStarter5.2544081006.354.741.36
currentNYM2Brooks RaleyMiddle Reliever1.0000000000.001.961.12
currentNYM3Devin WilliamsMiddle Reliever1.0000010000.004.011.51
currentNYM5Luke WeaverMiddle Reliever1.11221110013.501.980.80
simulationLAD1Roki SasakiStarter5.031142122881.804.981.34
simulationLAD2Tanner ScottMiddle Reliever1.01000004160.002.400.77
simulationLAD3Alex VesiaMiddle Reliever0.20000002140.002.621.19
simulationLAD4Evan PhillipsMiddle Reliever1.10000204180.005.401.40
simulationLAD5Brock StewartMiddle Reliever1.00000003160.002.190.81
simulationNYM1Sean ManaeaStarter5.254408122946.354.741.36
simulationNYM2Devin WilliamsMiddle Reliever1.00000103180.004.011.51
simulationNYM3Luke WeaverMiddle Reliever1.112211162413.501.980.80
simulationNYM4Brooks RaleyMiddle Reliever1.00000003130.001.961.12
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LADRoki SasakiStarter5.013422288
LADBrock StewartMiddle Reliever1.00000316
LADEvan PhillipsMiddle Reliever1.10002418
LADTanner ScottMiddle Reliever1.00100416
LADAlex VesiaMiddle Reliever0.20000214
NYMSean ManaeaStarter5.245082294
NYMBrooks RaleyMiddle Reliever1.00000313
NYMDevin WilliamsMiddle Reliever1.00001318
NYMLuke WeaverMiddle Reliever1.12111624
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.

20260724_NYY@PHI

20260724_NYY@PHI.json • 2026-07-24

NYY 4 - PHI 2
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_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-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=3, sim=4; R: current=5, sim=4; BB: current=2, sim=3; SO: current=9, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: José Caballero: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Jazz Chisholm Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Trent Grisham: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Ben Rice: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Austin Wells: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Max Schuemann: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2, SO current=1 box=0; Ryan McMahon: H current=1 box=2, R current=0 box=1, BB current=0 box=1; Cody Bellinger: H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=4, sim=2; R: current=4, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Justin Crawford: AB current=3 box=5, H current=1 box=0; Bryce Harper: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=3; Trea Turner: AB current=5 box=4, H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Bryson Stott: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Gabriel Rincones Jr.: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Brandon Marsh: AB current=4 box=3, 2B current=0 box=1, R current=1 box=0, BB current=0 box=1; J.T. Realmuto: H current=1 box=0, RBI current=1 box=0, SO current=1 box=3; Alec Bohm: H current=1 box=0, RBI 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.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match PHI pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match PHI pitching: 6.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match PHI pitching: 10.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=37 matches PHI BF=37.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match NYY pitching: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match NYY pitching: 8.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match NYY pitching: 10.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=37 matches NYY BF=37.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY 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_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_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]: 0.660.
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: 0.464/0.650.
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 6, PHI 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 4 - PHI 2.
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': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_NYY@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@PHI.
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: 152.
PASSpitch_countsimulationNYYPITCH_COUNT_PITCHER_MATCHNYY pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYYPITCH_COUNT_TOTAL_MATCHNYY pitch_count_summary total, row sum, and pitching total all match: 155.
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: 152.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI 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_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 4 - 2 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 4 - 2 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 4-2.
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: 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: NYY wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-2, final 4-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 4-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_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
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match PHI pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match PHI pitching: 6.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match PHI pitching: 10.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=37 matches PHI BF=37.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match NYY pitching: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match NYY pitching: 8.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match NYY pitching: 10.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=37 matches NYY BF=37.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY 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_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_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]: 0.660.
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: 0.464/0.650.
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 6, PHI 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 4 - PHI 2.
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': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_NYY@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@PHI.
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: 152.
PASSpitch_countsimulationNYYPITCH_COUNT_PITCHER_MATCHNYY pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYYPITCH_COUNT_TOTAL_MATCHNYY pitch_count_summary total, row sum, and pitching total all match: 155.
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: 152.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI 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_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 4 - 2 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 4 - 2 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 4-2.
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: 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: NYY wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-2, final 4-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 4-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_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_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_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-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=3, sim=4; R: current=5, sim=4; BB: current=2, sim=3; SO: current=9, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: José Caballero: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Jazz Chisholm Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Trent Grisham: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Ben Rice: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Austin Wells: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Max Schuemann: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2, SO current=1 box=0; Ryan McMahon: H current=1 box=2, R current=0 box=1, BB current=0 box=1; Cody Bellinger: H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=4, sim=2; R: current=4, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Justin Crawford: AB current=3 box=5, H current=1 box=0; Bryce Harper: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=3; Trea Turner: AB current=5 box=4, H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Bryson Stott: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Gabriel Rincones Jr.: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Brandon Marsh: AB current=4 box=3, 2B current=0 box=1, R current=1 box=0, BB current=0 box=1; J.T. Realmuto: H current=1 box=0, RBI current=1 box=0, SO current=1 box=3; Alec Bohm: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.89452958106994634.227550029754639Base ML historical model prediction
variance_applied44Random 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_result42Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYY02002000046
PHI00000011028
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYYbatting33900035290000
currentNYYpitching8222109.0200
currentPHIbatting359000442100000
currentPHIpitching6143109.0400
simulationNYYbatting3362014431001
simulationNYYpitching8222109.0237155
simulationPHIbatting3581022221000
simulationPHIpitching6143109.0437152
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYYDHJosé Caballero041000010100.250
currentNYYCJazz Chisholm Jr.041000110100.250
currentNYY1BTrent Grisham041000101100.250
currentNYY2BBen Rice041000110100.250
currentNYY3BAustin Wells031000000100.333
currentNYYSSMax Schuemann031000100100.333
currentNYYLFRyan McMahon031000000100.333
currentNYYCFCody Bellinger041000101100.250
currentNYYRFJasson Domínguez041000000100.250
currentPHIDHJustin Crawford031000000100.333
currentPHICBryce Harper041000111100.250
currentPHI1BTrea Turner051000110100.200
currentPHI2BBryson Stott041000000100.250
currentPHI3BGabriel Rincones Jr.031000000100.333
currentPHISSBrandon Marsh041000100100.250
currentPHILFJ.T. Realmuto041000010100.250
currentPHICFAlec Bohm041000010100.250
currentPHIRFKyle Schwarber041000101200.250
simulationNYY1CFTrent Grisham540000001200.000
simulationNYY2SSJosé Caballero432101120010.667
simulationNYY32BJazz Chisholm Jr.430000001200.000
simulationNYY41BBen Rice440000000100.000
simulationNYY5CAustin Wells441000100000.250
simulationNYY63BRyan McMahon432000101100.667
simulationNYY7SSMax Schuemann441100120000.250
simulationNYY8LFCody Bellinger440000000100.000
simulationNYY9RFJasson Domínguez440000000300.000
simulationPHI1CFJustin Crawford550000000100.000
simulationPHI2SSTrea Turner442000000100.500
simulationPHI32BBryson Stott442001110000.500
simulationPHI41BBryce Harper441000000300.250
simulationPHI5CJ.T. Realmuto440000000300.000
simulationPHI63BAlec Bohm440000000200.000
simulationPHI7RFGabriel Rincones Jr.442001110000.500
simulationPHI8LFBrandon Marsh431100001000.333
simulationPHI9DHKyle Schwarber430000001000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYY1Will WarrenStarter5.0200160000.004.001.37
currentNYY2David BednarMiddle Reliever1.1200020000.002.531.10
currentNYY3Brent HeadrickMiddle Reliever1.0211011009.001.401.07
currentNYY4Fernando CruzMiddle Reliever1.0111011009.002.511.33
currentNYY5Paul BlackburnMiddle Reliever0.2100100000.002.001.06
currentPHI1Jesús LuzardoStarter6.0544261006.003.431.21
currentPHI2Jhoan DuranMiddle Reliever1.0100000000.000.790.82
currentPHI3Jonathan BowlanMiddle Reliever1.0000110000.002.941.04
currentPHI4Orion KerkeringMiddle Reliever1.0000030000.002.751.25
currentPHI5José AlvaradoMiddle Reliever0.0000000006.251.61
simulationNYY1Will WarrenStarter5.020016018790.004.001.37
simulationNYY2David BednarMiddle Reliever1.12000206190.002.531.10
simulationNYY3Fernando CruzMiddle Reliever1.01110114179.002.511.33
simulationNYY4Brent HeadrickMiddle Reliever1.02110115199.001.401.07
simulationNYY5Paul BlackburnMiddle Reliever0.21001004210.002.001.06
simulationPHI1Jesús LuzardoStarter6.054426125996.003.431.21
simulationPHI2Jhoan DuranMiddle Reliever1.01000004160.000.790.82
simulationPHI3Orion KerkeringMiddle Reliever1.00000303180.002.751.25
simulationPHI4Jonathan BowlanMiddle Reliever1.00001104170.002.941.04
simulationPHI5José AlvaradoMiddle Reliever0.0000000126.251.61
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYYWill WarrenStarter5.002161879
NYYDavid BednarMiddle Reliever1.10202619
NYYBrent HeadrickMiddle Reliever1.01201519
NYYFernando CruzMiddle Reliever1.01101417
NYYPaul BlackburnMiddle Reliever0.20110421
PHIJesús LuzardoStarter6.045262599
PHIJhoan DuranMiddle Reliever1.00100416
PHIJonathan BowlanMiddle Reliever1.00011417
PHIOrion KerkeringMiddle Reliever1.00003318
PHIJosé AlvaradoMiddle Reliever0.0000012
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.

20260724_OAK@MIN

20260724_OAK@MIN.json • 2026-07-24

OAK 2 - MIN 6
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_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_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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=4, sim=6; R: current=5, sim=6; 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-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Austin Martin: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Josh Bell: AB current=4 box=3, 2B current=0 box=1, BB current=0 box=1, SO current=1 box=2; Byron Buxton: RBI current=1 box=0, SO current=1 box=0; Ryan Jeffers: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Victor Caratini: AB current=3 box=4, H current=1 box=0; Brooks Lee: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Royce Lewis: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Luke Keaschall: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1New 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=32, sim=31; H: current=9, sim=4; HR: current=0, sim=2; RBI: current=4, sim=2; R: current=4, sim=2; BB: current=0, sim=1; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Carlos Cortes: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Jacob Wilson: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Shea Langeliers: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Tyler Soderstrom: HR current=0 box=1, SO current=1 box=0; Donovan Walton: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Tommy White: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Lawrence Butler: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jeff McNeil: RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match OAK pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match OAK pitching: 4.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=35 matches OAK BF=35.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match MIN pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match MIN pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match MIN pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match MIN pitching: 10.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=32 matches MIN BF=32.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASScurrent_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 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: 0.397/0.630.
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, MIN 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 2 - MIN 6.
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': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_OAK@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@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: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 128.
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: 128.
PASSpitch_countsimulationOAKPITCH_COUNT_PITCHER_MATCHOAK pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationOAKPITCH_COUNT_TOTAL_MATCHOAK pitch_count_summary total, row sum, and pitching total all match: 140.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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 2 - 6 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 2 - 6 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIN, final=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
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: MIN wins 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN wins 2-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-6, final 2-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIN wins 6-2.
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_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match OAK pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match OAK pitching: 4.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=35 matches OAK BF=35.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match MIN pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match MIN pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match MIN pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match MIN pitching: 10.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=32 matches MIN BF=32.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASScurrent_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 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: 0.397/0.630.
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, MIN 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 2 - MIN 6.
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': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_OAK@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@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: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 128.
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: 128.
PASSpitch_countsimulationOAKPITCH_COUNT_PITCHER_MATCHOAK pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationOAKPITCH_COUNT_TOTAL_MATCHOAK pitch_count_summary total, row sum, and pitching total all match: 140.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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 2 - 6 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 2 - 6 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIN, final=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
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: MIN wins 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN wins 2-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-6, final 2-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIN wins 6-2.
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_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 2/10 = 0.200.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=4, sim=6; R: current=5, sim=6; 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-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Austin Martin: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Josh Bell: AB current=4 box=3, 2B current=0 box=1, BB current=0 box=1, SO current=1 box=2; Byron Buxton: RBI current=1 box=0, SO current=1 box=0; Ryan Jeffers: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Victor Caratini: AB current=3 box=4, H current=1 box=0; Brooks Lee: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1; Royce Lewis: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Luke Keaschall: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1New 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=32, sim=31; H: current=9, sim=4; HR: current=0, sim=2; RBI: current=4, sim=2; R: current=4, sim=2; BB: current=0, sim=1; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Carlos Cortes: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Jacob Wilson: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Shea Langeliers: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Tyler Soderstrom: HR current=0 box=1, SO current=1 box=0; Donovan Walton: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Tommy White: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Lawrence Butler: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jeff McNeil: RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.5501704216003426.880424976348877Base ML historical model prediction
variance_applied47Random variance applied (0.9-1.1)
enhanced_prediction250.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment25Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review25Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target25Capped at max 12 realistic runs
simulation_result26Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
OAK00001000124
MIN00003210068
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentOAKbatting32900044080000
currentOAKpitching816348.0600
currentMINbatting32900045190000
currentMINpitching4221109.0200
simulationOAKbatting3140022211000
simulationOAKpitching816348.0635140
simulationMINbatting328301663400
simulationMINpitching4221109.0232128
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentOAKDHCarlos Cortes031000000100.333
currentOAKSSJacob Wilson051000110100.200
currentOAKCShea Langeliers041000110100.250
currentOAKLFTyler Soderstrom041000110100.250
currentOAK2BDonovan Walton031000100100.333
currentOAK3BTommy White041000000100.250
currentOAKRFLawrence Butler031000000100.333
currentOAK1BJeff McNeil031000010000.333
currentOAKCFHenry Bolte031000000100.333
currentMINLFAustin Martin031000000100.333
currentMINDHJosh Bell041000110100.250
currentMINCFByron Buxton041000110100.250
currentMINCRyan Jeffers041000111100.250
currentMIN1BVictor Caratini031000000100.333
currentMIN3BBrooks Lee041000010100.250
currentMIN2BRoyce Lewis041000100100.250
currentMINRFLuke Keaschall031000100100.333
currentMINSSRyan Kreidler031000000100.333
simulationOAK1SSJacob Wilson440000000300.000
simulationOAK2LFTyler Soderstrom441001110000.250
simulationOAK3CShea Langeliers440000000100.000
simulationOAK4DHCarlos Cortes440000000200.000
simulationOAK52BDonovan Walton440000000200.000
simulationOAK63BTommy White331001110100.333
simulationOAK71BJeff McNeil331000000000.333
simulationOAK8RFLawrence Butler320000001000.000
simulationOAK9CFHenry Bolte331000000100.333
simulationMIN1LFAustin Martin441000110000.250
simulationMIN2CFByron Buxton441000100000.250
simulationMIN3CRyan Jeffers430000001000.000
simulationMIN4DHJosh Bell431100111200.333
simulationMIN52BRoyce Lewis430000001000.000
simulationMIN61BVictor Caratini440000000100.000
simulationMIN7RFLuke Keaschall442100100100.500
simulationMIN83BBrooks Lee442001120000.500
simulationMIN9SSRyan Kreidler331100120000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentOAK1Jacob LopezStarter4.0533230006.756.641.73
currentOAK3Luis MedinaMiddle Reliever1.1000010000.003.331.37
currentOAK4Hogan HarrisMiddle Reliever1.01221010018.003.221.52
currentOAK6Elvis AlvaradoMiddle Reliever1.2211000005.405.591.24
currentMIN1Zebby MatthewsStarter5.0322051003.605.401.34
currentMIN2Andrew MorrisMiddle Reliever1.1000120000.003.311.27
currentMIN3Tommy NanceMiddle Reliever1.0100011000.003.861.34
currentMIN4Yoendrys GómezMiddle Reliever1.2000020000.003.471.29
simulationOAK1Jacob LopezStarter4.053323019736.756.641.73
simulationOAK2Hogan HarrisMiddle Reliever1.012210152018.003.221.52
simulationOAK3Elvis AlvaradoMiddle Reliever1.22110007245.405.591.24
simulationOAK4Luis MedinaMiddle Reliever1.10000104230.003.331.37
simulationMIN1Zebby MatthewsStarter5.032205118933.605.401.34
simulationMIN2Yoendrys GómezMiddle Reliever1.20000205100.003.471.29
simulationMIN3Andrew MorrisMiddle Reliever1.1000120550.003.311.27
simulationMIN4Tommy NanceMiddle Reliever1.01000114200.003.861.34
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
OAKJacob LopezStarter4.035231973
OAKLuis MedinaMiddle Reliever1.10001423
OAKHogan HarrisMiddle Reliever1.02110520
OAKElvis AlvaradoMiddle Reliever1.21200724
MINZebby MatthewsStarter5.023051893
MINAndrew MorrisMiddle Reliever1.1001255
MINTommy NanceMiddle Reliever1.00101420
MINYoendrys GómezMiddle Reliever1.20002510
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.

20260724_SD@MIA

20260724_SD@MIA.json • 2026-07-24

SD 1 - MIA 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_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=7; 2B: current=0, sim=2; 3B: current=0, sim=1; RBI: current=2, sim=5; R: current=2, sim=5; BB: current=0, sim=4; 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-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Xavier Edwards: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Kyle Stowers: H current=1 box=0, SO current=1 box=2; Otto Lopez: 3B current=0 box=1, RBI current=0 box=2, SO current=1 box=0; Jakob Marsee: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Joe Mack: AB current=3 box=4, 2B current=0 box=1, RBI current=1 box=0; Javier Sanoja: H current=1 box=0, BB current=0 box=1; Griffin Conine: AB current=3 box=4; Heriberto Hernández: 2B current=0 box=1, R current=0 box=1, 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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD 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=4, sim=1; R: current=3, sim=1; SO: current=9, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Xander Bogaerts: H current=1 box=0; Jake Cronenworth: H current=1 box=0, SO current=1 box=2; Jackson Merrill: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ty France: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Luis Campusano: AB current=3 box=4, SO current=1 box=0; Manny Machado: H current=1 box=2, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Fernando Tatis Jr.: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Gavin Sheets: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match SD pitching: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match SD pitching: 0.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match SD pitching: 7.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match SD pitching: 7.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=35 matches SD BF=35.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match MIA pitching: 1.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match MIA pitching: 0.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match MIA pitching: 6.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match MIA pitching: 7.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=35 matches MIA BF=35.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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 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: 0.441/0.622.
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: SD 6, MIA 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 1 - MIA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIA.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_SD@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@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: 160.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countsimulationMIAPITCH_COUNT_PITCHER_MATCHMIA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMIAPITCH_COUNT_TOTAL_MATCHMIA pitch_count_summary total, row sum, and pitching total all match: 154.
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: 160.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SD 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIA, final=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
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: MIA wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 1-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA 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_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 1/10 = 0.100.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match SD pitching: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match SD pitching: 0.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match SD pitching: 7.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match SD pitching: 7.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=35 matches SD BF=35.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match MIA pitching: 1.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match MIA pitching: 0.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match MIA pitching: 6.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match MIA pitching: 7.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=35 matches MIA BF=35.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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 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: 0.441/0.622.
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: SD 6, MIA 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 1 - MIA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIA.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_SD@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@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: 160.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countsimulationMIAPITCH_COUNT_PITCHER_MATCHMIA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMIAPITCH_COUNT_TOTAL_MATCHMIA pitch_count_summary total, row sum, and pitching total all match: 154.
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: 160.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SD 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIA, final=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
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: MIA wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 1-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA 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_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 1/10 = 0.100.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=7; 2B: current=0, sim=2; 3B: current=0, sim=1; RBI: current=2, sim=5; R: current=2, sim=5; BB: current=0, sim=4; 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-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Xavier Edwards: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Kyle Stowers: H current=1 box=0, SO current=1 box=2; Otto Lopez: 3B current=0 box=1, RBI current=0 box=2, SO current=1 box=0; Jakob Marsee: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Joe Mack: AB current=3 box=4, 2B current=0 box=1, RBI current=1 box=0; Javier Sanoja: H current=1 box=0, BB current=0 box=1; Griffin Conine: AB current=3 box=4; Heriberto Hernández: 2B current=0 box=1, R current=0 box=1, 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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD 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=4, sim=1; R: current=3, sim=1; SO: current=9, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Xander Bogaerts: H current=1 box=0; Jake Cronenworth: H current=1 box=0, SO current=1 box=2; Jackson Merrill: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ty France: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Luis Campusano: AB current=3 box=4, SO current=1 box=0; Manny Machado: H current=1 box=2, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Fernando Tatis Jr.: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Gavin Sheets: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.61342334747314456.7896599769592285Base ML historical model prediction
variance_applied56Random 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_result15Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SD00001000016
MIA00005000057
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSDbatting32900043190000
currentSDpitching705478.0500
currentMIAbatting32900022080000
currentMIApitching601179.0100
simulationSDbatting336100111701
simulationSDpitching705478.0535160
simulationMIAbatting317210554700
simulationMIApitching601179.0135154
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSDDHXander Bogaerts041000000100.250
currentSDCJake Cronenworth041000000100.250
currentSD1BJackson Merrill041000110100.250
currentSD2BTy France031000010100.333
currentSD3BLuis Campusano031000000100.333
currentSDSSManny Machado041000111100.250
currentSDLFFernando Tatis Jr.041000110100.250
currentSDCFGavin Sheets031000000100.333
currentSDRFSung-Mun Song031000000100.333
currentMIADHXavier Edwards041000000100.250
currentMIACKyle Stowers041000000100.250
currentMIA1BOtto Lopez041000100100.250
currentMIA2BJakob Marsee041000000100.250
currentMIA3BJoe Mack031000010100.333
currentMIASSJavier Sanoja031000000000.333
currentMIALFGriffin Conine031000000100.333
currentMIACFHeriberto Hernández031000000100.333
currentMIARFLiam Hicks041000110100.250
simulationSD1CFJackson Merrill440000000000.000
simulationSD2SSXander Bogaerts440000000100.000
simulationSD32BJake Cronenworth440000000200.000
simulationSD41BTy France440000000200.000
simulationSD5CLuis Campusano441000000000.250
simulationSD63BManny Machado442000000000.500
simulationSD7RFFernando Tatis Jr.431000001100.333
simulationSD81BGavin Sheets442100110000.500
simulationSD93BSung-Mun Song320000000110.000
simulationMIA1CFJakob Marsee431000111100.333
simulationMIA2SSOtto Lopez441010120000.250
simulationMIA32BXavier Edwards431000111000.333
simulationMIA4LFKyle Stowers440000000200.000
simulationMIA5CJoe Mack441100000100.250
simulationMIA63BJavier Sanoja430000001000.000
simulationMIA7LFGriffin Conine441000000100.250
simulationMIA8LFHeriberto Hernández431100101200.333
simulationMIA9CLiam Hicks331000110000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSD1Germán MárquezStarter4.16553400010.385.241.54
currentSD3Mason MillerMiddle Reliever1.2100000000.000.860.86
currentSD4Wandy PeraltaMiddle Reliever1.0000020000.003.021.34
currentSD5Adrian MorejonMiddle Reliever1.0000110000.003.331.11
currentMIA1Sandy AlcantaraStarter6.1400040000.004.011.23
currentMIA2Michael PetersenMiddle Reliever1.0000020000.002.910.99
currentMIA3Pete FairbanksMiddle Reliever1.0111110009.007.421.52
currentMIA4Calvin FaucherMiddle Reliever0.2100000000.004.891.58
simulationSD1Germán MárquezStarter4.1655340229710.385.241.54
simulationSD2Mason MillerMiddle Reliever1.21000006250.000.860.86
simulationSD3Adrian MorejonMiddle Reliever1.00001104200.003.331.11
simulationSD4Wandy PeraltaMiddle Reliever1.00000203180.003.021.34
simulationMIA1Sandy AlcantaraStarter6.1400040241000.004.011.23
simulationMIA2Pete FairbanksMiddle Reliever1.01111105189.007.421.52
simulationMIA3Michael PetersenMiddle Reliever1.00000203170.002.910.99
simulationMIA4Calvin FaucherMiddle Reliever0.21000003190.004.891.58
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SDGermán MárquezStarter4.156342297
SDMason MillerMiddle Reliever1.20100625
SDWandy PeraltaMiddle Reliever1.00002318
SDAdrian MorejonMiddle Reliever1.00011420
MIASandy AlcantaraStarter6.1040424100
MIAMichael PetersenMiddle Reliever1.00002317
MIAPete FairbanksMiddle Reliever1.01111518
MIACalvin FaucherMiddle Reliever0.20100319
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.

20260724_SEA@TEX

20260724_SEA@TEX.json • 2026-07-24

SEA 5 - TEX 2
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_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_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-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=35, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=3, sim=5; R: current=2, sim=5; BB: current=1, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Julio Rodríguez: AB current=5 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Cole Young: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Colt Emerson: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Josh Naylor: AB current=4 box=3, R current=0 box=1, BB current=0 box=1, SO current=0 box=1; Cal Raleigh: H current=1 box=0, RBI current=1 box=0; J.P. Crawford: AB current=4 box=3, H current=1 box=2, HR current=0 box=2, RBI current=0 box=4; Luke Raley: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Randy Arozarena: H current=1 box=0, R current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=9, sim=10; RBI: current=3, sim=2; R: current=1, sim=2; BB: current=0, sim=2; SO: current=8, sim=7; 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-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Ezequiel Duran: AB current=4 box=5, SO current=1 box=2; Nicky Lopez: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, HBP current=0 box=1; Evan Carter: AB current=3 box=5, SO current=1 box=0; Jake Burger: H current=1 box=0, RBI current=1 box=0, HBP current=0 box=1; Elias Díaz: AB current=3 box=5, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Josh Jung: AB current=4 box=3, H current=1 box=2, BB current=0 box=1, SO current=1 box=0; Wyatt Langford: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Joc Pederson: 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.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match TEX pitching: 2.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match TEX pitching: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match TEX pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match TEX pitching: 8.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=36 matches TEX BF=36.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match SEA pitching: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match SEA pitching: 10.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match SEA pitching: 7.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=41 matches SEA BF=41.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA 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_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_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]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
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: 0.464/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SEA 7, TEX 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 5 - TEX 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SEA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SEA.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_SEA@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@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: 170.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
PASSpitch_countsimulationSEAPITCH_COUNT_PITCHER_MATCHSEA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSEAPITCH_COUNT_TOTAL_MATCHSEA pitch_count_summary total, row sum, and pitching total all match: 170.
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: 159.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
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: SEA 5 - 2 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 5 - 2 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SEA, final=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SEA wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 5-2.
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_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match TEX pitching: 2.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match TEX pitching: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match TEX pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match TEX pitching: 8.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=36 matches TEX BF=36.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match SEA pitching: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match SEA pitching: 10.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match SEA pitching: 7.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=41 matches SEA BF=41.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA 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_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_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]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
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: 0.464/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SEA 7, TEX 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 5 - TEX 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SEA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SEA.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_SEA@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@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: 170.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
PASSpitch_countsimulationSEAPITCH_COUNT_PITCHER_MATCHSEA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSEAPITCH_COUNT_TOTAL_MATCHSEA pitch_count_summary total, row sum, and pitching total all match: 170.
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: 159.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
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: SEA 5 - 2 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 5 - 2 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SEA, final=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SEA wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 5-2.
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_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=35, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=3, sim=5; R: current=2, sim=5; BB: current=1, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Julio Rodríguez: AB current=5 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Cole Young: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Colt Emerson: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Josh Naylor: AB current=4 box=3, R current=0 box=1, BB current=0 box=1, SO current=0 box=1; Cal Raleigh: H current=1 box=0, RBI current=1 box=0; J.P. Crawford: AB current=4 box=3, H current=1 box=2, HR current=0 box=2, RBI current=0 box=4; Luke Raley: AB current=3 box=4, R current=0 box=1, SO current=1 box=0; Randy Arozarena: H current=1 box=0, R current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=9, sim=10; RBI: current=3, sim=2; R: current=1, sim=2; BB: current=0, sim=2; SO: current=8, sim=7; 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-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Ezequiel Duran: AB current=4 box=5, SO current=1 box=2; Nicky Lopez: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, HBP current=0 box=1; Evan Carter: AB current=3 box=5, SO current=1 box=0; Jake Burger: H current=1 box=0, RBI current=1 box=0, HBP current=0 box=1; Elias Díaz: AB current=3 box=5, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Josh Jung: AB current=4 box=3, H current=1 box=2, BB current=0 box=1, SO current=1 box=0; Wyatt Langford: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Joc Pederson: 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_ml6.84599304199218753.2296078205108643Base ML historical model prediction
variance_applied73Random variance applied (0.9-1.1)
enhanced_prediction430.640Enhanced 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_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SEA00120200057
TEX000020000210
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSEAbatting35900032180000
currentSEApitching1002279.0200
currentTEXbatting32900031080000
currentTEXpitching735289.0500
simulationSEAbatting347103552800
simulationSEApitching1002279.0241170
simulationTEXbatting3710000222702
simulationTEXpitching735289.0536159
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSEADHJulio Rodríguez051000110100.200
currentSEACCole Young041000010100.250
currentSEA1BColt Emerson041000000100.250
currentSEA2BJosh Naylor041000000000.250
currentSEA3BCal Raleigh041000010100.250
currentSEASSJ.P. Crawford041000001100.250
currentSEALFLuke Raley031000000100.333
currentSEACFRandy Arozarena041000100100.250
currentSEARFDominic Canzone031000000100.333
currentTEXDHEzequiel Duran041000000100.250
currentTEXCNicky Lopez031000000000.333
currentTEX1BEvan Carter031000000100.333
currentTEX2BJake Burger041000010100.250
currentTEX3BElias Díaz031000000100.333
currentTEXSSJosh Jung041000000100.250
currentTEXLFWyatt Langford041000110100.250
currentTEXCFJoc Pederson031000000100.333
currentTEXRFBrandon Nimmo041000010100.250
simulationSEA1CFJulio Rodríguez442100100000.500
simulationSEA2SSColt Emerson441001110200.250
simulationSEA32BCole Young440000000000.000
simulationSEA41BJosh Naylor431000101100.333
simulationSEA5CCal Raleigh440000000100.000
simulationSEA6SSJ.P. Crawford432002141000.667
simulationSEA7RFLuke Raley441000100000.250
simulationSEA8LFRandy Arozarena440000000200.000
simulationSEA9DHDominic Canzone440000000200.000
simulationTEX1CFEvan Carter551000000000.200
simulationTEX22BNicky Lopez541000110010.250
simulationTEX3SSEzequiel Duran551000000200.200
simulationTEX41BJake Burger540000000110.000
simulationTEX5CElias Díaz552000110300.400
simulationTEX63BJosh Jung432000001000.667
simulationTEX7RFBrandon Nimmo441000000100.250
simulationTEX8LFWyatt Langford441000000000.250
simulationTEX9DHJoc Pederson431000001000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSEA1Bryce MillerStarter6.0822060003.002.270.88
currentSEA2Andrés MuñozMiddle Reliever1.0100000000.003.471.16
currentSEA3Eduard BazardoMiddle Reliever1.0100200000.002.841.26
currentSEA4José A. FerrerMiddle Reliever1.0000010000.002.791.33
currentSEA5Gabe SpeierMiddle Reliever0.0000000002.051.14
currentTEX1MacKenzie GoreStarter5.1655133008.444.801.28
currentTEX2Jacob LatzMiddle Reliever1.1100020000.000.960.55
currentTEX3Cole WinnMiddle Reliever1.1000120000.005.771.34
currentTEX4Peyton GrayMiddle Reliever1.0000010000.003.441.23
simulationSEA1Bryce MillerStarter6.0822060261053.002.270.88
simulationSEA2Andrés MuñozMiddle Reliever1.01000004160.003.471.16
simulationSEA3José A. FerrerMiddle Reliever1.00000103140.002.791.33
simulationSEA4Eduard BazardoMiddle Reliever1.01002006240.002.841.26
simulationSEA5Gabe SpeierMiddle Reliever0.00000002112.051.14
simulationTEX1MacKenzie GoreStarter5.165513323998.444.801.28
simulationTEX2Jacob LatzMiddle Reliever1.11000205200.000.960.55
simulationTEX3Peyton GrayMiddle Reliever1.00000103190.003.441.23
simulationTEX4Cole WinnMiddle Reliever1.10001205210.005.771.34
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SEABryce MillerStarter6.0280626105
SEAAndrés MuñozMiddle Reliever1.00100416
SEAEduard BazardoMiddle Reliever1.00120624
SEAJosé A. FerrerMiddle Reliever1.00001314
SEAGabe SpeierMiddle Reliever0.00000211
TEXMacKenzie GoreStarter5.156132399
TEXJacob LatzMiddle Reliever1.10102520
TEXCole WinnMiddle Reliever1.10012521
TEXPeyton GrayMiddle Reliever1.00001319
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.

20260724_TOR@BOS

20260724_TOR@BOS.json • 2026-07-24

TOR 2 - BOS 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', 'simulation_winner_reversal'].
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', 'simulation_winner_reversal'].['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', 'simulation_winner_reversal'].['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_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-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=3, sim=4; BB: current=0, sim=1; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Wilyer Abreu: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Anthony Seigler: BB current=0 box=1; Willson Contreras: H current=1 box=2, RBI current=1 box=0; Ceddanne Rafaela: H current=1 box=3, 3B current=0 box=1, HR current=0 box=1, RBI current=0 box=2; Masataka Yoshida: H current=1 box=0, RBI current=0 box=1, R current=0 box=1, SO current=0 box=1; Caleb Durbin: AB current=3 box=4, H current=1 box=0, SO current=0 box=1; Jarren Duran: 2B current=0 box=1, SO current=1 box=0; Connor Wong: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR 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; HR: current=0, sim=1; RBI: current=0, sim=2; R: current=0, sim=2; BB: current=0, sim=2; SO: current=6, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Kazuma Okamoto: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; George Springer: H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Alejandro Kirk: AB current=3 box=4, SO current=0 box=1; Luis Urías: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Davis Schneider: H current=1 box=0, BB current=0 box=1; Daulton Varsho: H current=1 box=0, SO current=1 box=0; Myles Straw: H current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match TOR pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match TOR pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match TOR pitching: 9.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match TOR pitching: 6.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=34 matches TOR BF=34.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match BOS pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match BOS pitching: 6.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match BOS pitching: 5.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=35 matches BOS BF=35.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS 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_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_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]: 0.510.
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 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: 0.401/0.625.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 6, BOS 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 2 - BOS 4.
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': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_TOR@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@BOS.
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: 132.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
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: 137.
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: 132.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR 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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 2 - 4 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 2 - 4 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation winner reversal is traced: pre=TOR, final=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
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: BOS wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 2-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 2-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 4-2.
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_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match TOR pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match TOR pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match TOR pitching: 9.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match TOR pitching: 6.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=34 matches TOR BF=34.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match BOS pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match BOS pitching: 6.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match BOS pitching: 5.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=35 matches BOS BF=35.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS 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_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_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]: 0.510.
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 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: 0.401/0.625.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 6, BOS 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 2 - BOS 4.
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': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-24.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260724_TOR@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@BOS.
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: 132.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
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: 137.
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: 132.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR 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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 2 - 4 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 2 - 4 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation winner reversal is traced: pre=TOR, final=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
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: BOS wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 2-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 2-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 4-2.
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_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBOSCURRENT_PITCHER_DUPLICATIONBOS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=3, sim=4; BB: current=0, sim=1; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Wilyer Abreu: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Anthony Seigler: BB current=0 box=1; Willson Contreras: H current=1 box=2, RBI current=1 box=0; Ceddanne Rafaela: H current=1 box=3, 3B current=0 box=1, HR current=0 box=1, RBI current=0 box=2; Masataka Yoshida: H current=1 box=0, RBI current=0 box=1, R current=0 box=1, SO current=0 box=1; Caleb Durbin: AB current=3 box=4, H current=1 box=0, SO current=0 box=1; Jarren Duran: 2B current=0 box=1, SO current=1 box=0; Connor Wong: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR 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; HR: current=0, sim=1; RBI: current=0, sim=2; R: current=0, sim=2; BB: current=0, sim=2; SO: current=6, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Kazuma Okamoto: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; George Springer: H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Alejandro Kirk: AB current=3 box=4, SO current=0 box=1; Luis Urías: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Davis Schneider: H current=1 box=0, BB current=0 box=1; Daulton Varsho: H current=1 box=0, SO current=1 box=0; Myles Straw: H current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.21632623672485352.8255786895751953Base ML historical model prediction
variance_applied73Random variance applied (0.9-1.1)
enhanced_prediction420.510Enhanced 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_result24Final inning-by-inning simulation result
simulation_winner_reversal24Inning simulation reversed the pre-simulation winner; primary prediction fields were reconciled to the final simulation score.
Inning-by-inning linescore
team123456789RH
TOR02000000026
BOS20011000049
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTORbatting32900000060000
currentTORpitching914168.0400
currentBOSbatting31900023070000
currentBOSpitching612259.0200
simulationTORbatting336101222500
simulationTORpitching914168.0434132
simulationBOSbatting329211441610
simulationBOSpitching612259.0235137
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTOR1BVladimir Guerrero Jr.041000000100.250
currentTORSSErnie Clement041000000000.250
currentTOR3BKazuma Okamoto041000000100.250
currentTORDHGeorge Springer041000000100.250
currentTORCAlejandro Kirk031000000000.333
currentTOR2BLuis Urías031000000100.333
currentTORLFDavis Schneider031000000100.333
currentTORCFDaulton Varsho041000000100.250
currentTORRFMyles Straw031000000000.333
currentBOSRFWilyer Abreu041000110100.250
currentBOS2BAnthony Seigler031000000100.333
currentBOS1BWillson Contreras041000110100.250
currentBOSCFCeddanne Rafaela041000100100.250
currentBOSDHMasataka Yoshida031000000000.333
currentBOS3BCaleb Durbin031000000000.333
currentBOSLFJarren Duran041000000100.250
currentBOSSSAndruw Monasterio031000000100.333
currentBOSCConnor Wong031000000100.333
simulationTOR1SSErnie Clement441000000000.250
simulationTOR21BVladimir Guerrero Jr.441000000100.250
simulationTOR33BKazuma Okamoto430000001000.000
simulationTOR4DHGeorge Springer442100100100.500
simulationTOR5CAlejandro Kirk441000000100.250
simulationTOR6LFDavis Schneider430000001100.000
simulationTOR7CFDaulton Varsho440000000000.000
simulationTOR82BLuis Urías441001120000.250
simulationTOR9RFMyles Straw330000000100.000
simulationBOS12BAnthony Seigler431000001100.333
simulationBOS2CFCeddanne Rafaela443011120000.750
simulationBOS3RFWilyer Abreu440000000100.000
simulationBOS41BWillson Contreras442000100100.500
simulationBOS5DHMasataka Yoshida430000110100.000
simulationBOS63BCaleb Durbin440000000100.000
simulationBOS7LFJarren Duran441100000000.250
simulationBOS8SSAndruw Monasterio331000000100.333
simulationBOS9CConnor Wong331100110000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTOR1Trey YesavageStarter5.1844131006.753.781.16
currentTOR2Louis VarlandMiddle Reliever1.2100010000.001.040.94
currentTOR3Tyler RogersMiddle Reliever1.0000020000.001.541.09
currentBOS1Patrick SandovalStarter4.2422231003.864.821.71
currentBOS2Aroldis ChapmanMiddle Reliever1.0000000000.001.101.13
currentBOS3Garrett WhitlockMiddle Reliever1.0100010000.001.950.86
currentBOS4Justin SlatenMiddle Reliever1.0000000000.005.111.46
currentBOS5Tyron GuerreroMiddle Reliever1.0000010000.002.491.06
currentBOS6Greg WeissertMiddle Reliever0.1100000000.003.431.14
simulationTOR1Trey YesavageStarter5.184413125956.753.781.16
simulationTOR2Louis VarlandMiddle Reliever1.21000106240.001.040.94
simulationTOR3Tyler RogersMiddle Reliever1.00000203130.001.541.09
simulationBOS1Patrick SandovalStarter4.242223120793.864.821.71
simulationBOS2Aroldis ChapmanMiddle Reliever1.00000003110.001.101.13
simulationBOS3Garrett WhitlockMiddle Reliever1.01000104160.001.950.86
simulationBOS4Justin SlatenMiddle Reliever1.00000003140.005.111.46
simulationBOS5Tyron GuerreroMiddle Reliever1.0000010330.002.491.06
simulationBOS6Greg WeissertMiddle Reliever0.11000002140.003.431.14
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TORTrey YesavageStarter5.148132595
TORLouis VarlandMiddle Reliever1.20101624
TORTyler RogersMiddle Reliever1.00002313
BOSPatrick SandovalStarter4.224232079
BOSAroldis ChapmanMiddle Reliever1.00000311
BOSGarrett WhitlockMiddle Reliever1.00101416
BOSJustin SlatenMiddle Reliever1.00000314
BOSTyron GuerreroMiddle Reliever1.0000133
BOSGreg WeissertMiddle Reliever0.10100214
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.