MLB JSON Audit Report

Generated 2026-05-30 21:35:03. 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.

2Critical
0Error
0Warn
1379Pass
111Info

20260530_ARI@SEA

20260530_ARI@SEA.json • 2026-05-30

ARI 1 - SEA 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentARICURRENT_PITCHER_DUPLICATIONARI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=68, sim=34; H: current=16, sim=7; 2B: current=3, sim=1; RBI: current=10, sim=1; R: current=10, sim=1; BB: current=8, sim=1; SO: current=13, 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: Ketel Marte: AB current=10 box=3, H current=3 box=2, RBI current=1 box=0, R current=1 box=0; Geraldo Perdomo: AB current=8 box=4, H current=2 box=1, BB current=1 box=0; Corbin Carroll: AB current=9 box=4, RBI current=1 box=0, R current=2 box=0, BB current=1 box=0; Nolan Arenado: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Ryan Waldschmidt: AB current=7 box=4, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Gabriel Moreno: AB current=7 box=4, H current=2 box=0, RBI current=2 box=0, R current=1 box=0; Ildemaro Vargas: AB current=9 box=4, H current=2 box=0, RBI current=2 box=0, R current=1 box=0; Tommy Troy: AB current=4 box=3, 2B current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=67, sim=33; H: current=17, sim=8; 2B: current=1, sim=0; HR: current=2, sim=0; RBI: current=10, sim=3; R: current=10, sim=3; SO: current=15, sim=9).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: Randy Arozarena: AB current=9 box=5, H current=3 box=2, 2B current=1 box=0, RBI current=1 box=2; Julio Rodríguez: AB current=10 box=4, H current=3 box=0, HR current=1 box=0, RBI current=2 box=0; Josh Naylor: AB current=9 box=4, H current=2 box=0, SO current=1 box=0; J.P. Crawford: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Dominic Canzone: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cole Young: AB current=8 box=2, RBI current=1 box=0, BB current=1 box=2, SO current=2 box=0; Luke Raley: AB current=6 box=4, H current=2 box=1, HR current=1 box=0, RBI current=1 box=0; Mitch Garver: AB current=6 box=3, H current=1 box=2, 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.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match SEA pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match SEA pitching: 7.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match SEA pitching: 6.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=35 matches SEA BF=35.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match ARI pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match ARI pitching: 8.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match ARI pitching: 9.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=40 matches ARI BF=40.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA 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_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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]: 0.438.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.562.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.562.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 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: 0.448/0.625.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 7, SEA 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 1 - SEA 3.
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': 0.561782, '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': '2026-05-29', 'predicted_team': 'SEA', 'confidence': 0.519905, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_ARI@SEA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_ARI@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@SEA.
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: 206.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
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: 206.
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: 144.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 2 - 4 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 1 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SEA, final=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.562.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 21/55 (0.382).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 22/54 (0.407).
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 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 1-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 1-3 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 3-1.
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_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 21/55 = 0.382.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 22/54 = 0.407.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match SEA pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match SEA pitching: 7.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match SEA pitching: 6.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=35 matches SEA BF=35.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match ARI pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match ARI pitching: 8.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match ARI pitching: 9.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=40 matches ARI BF=40.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA 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_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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]: 0.438.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.562.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.562.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 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: 0.448/0.625.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 7, SEA 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 1 - SEA 3.
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': 0.561782, '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': '2026-05-29', 'predicted_team': 'SEA', 'confidence': 0.519905, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_ARI@SEA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_ARI@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@SEA.
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: 206.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
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: 206.
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: 144.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 2 - 4 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 1 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SEA, final=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.562.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 21/55 (0.382).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 22/54 (0.407).
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 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 1-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 1-3 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 3-1.
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_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 21/55 = 0.382.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 22/54 = 0.407.
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_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=68, sim=34; H: current=16, sim=7; 2B: current=3, sim=1; RBI: current=10, sim=1; R: current=10, sim=1; BB: current=8, sim=1; SO: current=13, 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: Ketel Marte: AB current=10 box=3, H current=3 box=2, RBI current=1 box=0, R current=1 box=0; Geraldo Perdomo: AB current=8 box=4, H current=2 box=1, BB current=1 box=0; Corbin Carroll: AB current=9 box=4, RBI current=1 box=0, R current=2 box=0, BB current=1 box=0; Nolan Arenado: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Ryan Waldschmidt: AB current=7 box=4, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Gabriel Moreno: AB current=7 box=4, H current=2 box=0, RBI current=2 box=0, R current=1 box=0; Ildemaro Vargas: AB current=9 box=4, H current=2 box=0, RBI current=2 box=0, R current=1 box=0; Tommy Troy: AB current=4 box=3, 2B current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=67, sim=33; H: current=17, sim=8; 2B: current=1, sim=0; HR: current=2, sim=0; RBI: current=10, sim=3; R: current=10, sim=3; SO: current=15, sim=9).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: Randy Arozarena: AB current=9 box=5, H current=3 box=2, 2B current=1 box=0, RBI current=1 box=2; Julio Rodríguez: AB current=10 box=4, H current=3 box=0, HR current=1 box=0, RBI current=2 box=0; Josh Naylor: AB current=9 box=4, H current=2 box=0, SO current=1 box=0; J.P. Crawford: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Dominic Canzone: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Cole Young: AB current=8 box=2, RBI current=1 box=0, BB current=1 box=2, SO current=2 box=0; Luke Raley: AB current=6 box=4, H current=2 box=1, HR current=1 box=0, RBI current=1 box=0; Mitch Garver: AB current=6 box=3, H current=1 box=2, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.8371849060058596.8785881996154785Base ML historical model prediction
variance_applied57Random variance applied (0.9-1.1)
enhanced_prediction240.562Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment24Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target24Capped at max 12 realistic runs
simulation_result13Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ARI10000000017
SEA00000000338
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentARIbatting681630010108130000
currentARIpitching803798.0300
currentSEAbatting671710210107150000
currentSEApitching701169.0100
simulationARIbatting347100111600
simulationARIpitching803798.0340206
simulationSEAbatting338000337900
simulationSEApitching701169.0135144
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentARI2BKetel Marte0103000111100.300
currentARISSGeraldo Perdomo082000111100.250
currentARIRFCorbin Carroll092100211200.222
currentARI3BNolan Arenado072000111100.286
currentARICFRyan Waldschmidt071100111300.143
currentARICGabriel Moreno072000121100.286
currentARI1BIldemaro Vargas092000120100.222
currentARILFTommy Troy041100101100.250
currentARIDHAdrian Del Castillo071000111200.143
currentSEALFRandy Arozarena093100111200.333
currentSEACFJulio Rodríguez0103001121200.300
currentSEA1BJosh Naylor092000111100.222
currentSEASSJ.P. Crawford092000211200.222
currentSEADHDominic Canzone051000110100.200
currentSEA2BCole Young082000111200.250
currentSEARFLuke Raley062001110200.333
currentSEACMitch Garver061000111200.167
currentSEA3BColt Emerson051000111100.200
simulationARI12BKetel Marte432000001000.667
simulationARI2RFCorbin Carroll442100000000.500
simulationARI3SSGeraldo Perdomo441000110100.250
simulationARI43BNolan Arenado440000000200.000
simulationARI5CFRyan Waldschmidt441000000000.250
simulationARI61BIldemaro Vargas440000000000.000
simulationARI7CGabriel Moreno440000000200.000
simulationARI8DHAdrian Del Castillo440000000100.000
simulationARI9LFTommy Troy331000000000.333
simulationSEA1SSJ.P. Crawford540000001200.000
simulationSEA2CFJulio Rodríguez540000001300.000
simulationSEA31BJosh Naylor540000111000.000
simulationSEA4LFRandy Arozarena552000120100.400
simulationSEA5RFLuke Raley441000000100.250
simulationSEA62BCole Young422000102001.000
simulationSEA7DHDominic Canzone430000001000.000
simulationSEA8CMitch Garver432000001000.667
simulationSEA93BColt Emerson441000000200.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentARI1Ryne NelsonStarter6.2422280002.704.651.18
currentARI2Jonathan LoáisigaMiddle Reliever0.1000200000.000.000.43
currentARI3Juan MorilloMiddle Reliever0.03002000010.802.40
currentARI5Paul SewaldMiddle Reliever1.0100010000.000.000.00
currentARI6Taylor ClarkeMiddle Reliever0.001110000108.009.00
currentSEA1Bryan WooStarter5.2711160001.593.821.04
currentSEA2Andrés MuñozMiddle Reliever1.1000000000.004.981.34
currentSEA3Matt BrashMiddle Reliever1.0000000000.000.640.86
currentSEA5José A. FerrerMiddle Reliever1.0000000000.001.751.21
simulationARI1Ryne NelsonStarter6.2422280261162.704.651.18
simulationARI2Paul SewaldMiddle Reliever1.01000104280.000.000.00
simulationARI3Jonathan LoáisigaMiddle Reliever0.10002004260.000.000.43
simulationARI4Taylor ClarkeMiddle Reliever0.0011100116108.009.00
simulationARI5Juan MorilloMiddle Reliever0.030020052010.802.40
simulationSEA1Bryan WooStarter5.2711160251001.593.821.04
simulationSEA2Andrés MuñozMiddle Reliever1.10000004170.004.981.34
simulationSEA3Matt BrashMiddle Reliever1.00000003140.000.640.86
simulationSEA4José A. FerrerMiddle Reliever1.00000003130.001.751.21
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ARIRyne NelsonStarter6.2242826116
ARIJonathan LoáisigaMiddle Reliever0.10020426
ARIJuan MorilloMiddle Reliever0.00320520
ARIPaul SewaldMiddle Reliever1.00101428
ARITaylor ClarkeMiddle Reliever0.01010116
SEABryan WooStarter5.2171625100
SEAAndrés MuñozMiddle Reliever1.10000417
SEAMatt BrashMiddle Reliever1.00000314
SEAJosé A. FerrerMiddle Reliever1.00000313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260530_ATL@CIN

20260530_ATL@CIN.json • 2026-05-30

ATL 4 - CIN 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 91INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentATLCURRENT_PITCHER_DUPLICATIONATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=64, sim=32; H: current=18, sim=6; 2B: current=2, sim=0; HR: current=3, sim=0; RBI: current=11, sim=4; R: current=12, sim=4; BB: current=7, sim=2; SO: current=11, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Ozzie Albies: AB current=9 box=4, H current=3 box=1, R current=2 box=1, BB current=1 box=0; Matt Olson: AB current=9 box=4, H current=3 box=1, 2B current=1 box=0, HR current=1 box=0; Ronald Acuña Jr.: AB current=9 box=3, H current=2 box=0, HR current=1 box=0, RBI current=2 box=1; Michael Harris II: AB current=8 box=4, H current=2 box=0, HR current=1 box=0, RBI current=2 box=0; Dominic Smith: AB current=6 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Mike Yastrzemski: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Sandy León: H current=1 box=3, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Mauricio Dubón: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=76, sim=31; H: current=18, sim=4; 2B: current=1, sim=0; HR: current=0, sim=1; RBI: current=7, sim=3; R: current=10, sim=3; BB: current=9, sim=4; SO: current=20, sim=7).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: Eugenio Suárez: AB current=8 box=3, H current=2 box=1, HR current=0 box=1, RBI current=1 box=3; Sal Stewart: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Blake Dunn: AB current=9 box=3, H current=2 box=1, SO current=2 box=0; Elly De La Cruz: AB current=10 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; JJ Bleday: AB current=8 box=4, RBI current=1 box=0, BB current=1 box=0, SO current=2 box=1; Tyler Stephenson: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Matt McLain: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Spencer Steer: AB current=8 box=4, H current=2 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.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 6-2, final 4-3 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match CIN pitching: 2.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match CIN pitching: 0.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match CIN pitching: 6.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match CIN pitching: 7.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=35 matches CIN BF=35.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match ATL pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match ATL pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match ATL pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match ATL pitching: 7.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=35 matches ATL BF=35.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.609.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.609.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.391.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 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: 0.471/0.649.
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 6, CIN 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 4 - CIN 3.
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': 0.608877, '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': '2026-05-29', 'predicted_team': 'ATL', 'confidence': 0.5449999999999999, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_ATL@CIN.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_ATL@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@CIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
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: 155.
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: 137.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN 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_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 6 - 2 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 4 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.609.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 14/53 (0.264).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 16/53 (0.302).
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 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs 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: 14/53 = 0.264.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 16/53 = 0.302.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match CIN pitching: 2.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match CIN pitching: 0.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match CIN pitching: 6.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match CIN pitching: 7.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=35 matches CIN BF=35.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match ATL pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match ATL pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match ATL pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match ATL pitching: 7.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=35 matches ATL BF=35.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.609.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.609.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.391.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 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: 0.471/0.649.
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 6, CIN 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 4 - CIN 3.
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': 0.608877, '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': '2026-05-29', 'predicted_team': 'ATL', 'confidence': 0.5449999999999999, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_ATL@CIN.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_ATL@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@CIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
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: 155.
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: 137.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN 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_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 6 - 2 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 4 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.609.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 14/53 (0.264).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 16/53 (0.302).
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 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs 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: 14/53 = 0.264.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 16/53 = 0.302.
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_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=64, sim=32; H: current=18, sim=6; 2B: current=2, sim=0; HR: current=3, sim=0; RBI: current=11, sim=4; R: current=12, sim=4; BB: current=7, sim=2; SO: current=11, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Ozzie Albies: AB current=9 box=4, H current=3 box=1, R current=2 box=1, BB current=1 box=0; Matt Olson: AB current=9 box=4, H current=3 box=1, 2B current=1 box=0, HR current=1 box=0; Ronald Acuña Jr.: AB current=9 box=3, H current=2 box=0, HR current=1 box=0, RBI current=2 box=1; Michael Harris II: AB current=8 box=4, H current=2 box=0, HR current=1 box=0, RBI current=2 box=0; Dominic Smith: AB current=6 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Mike Yastrzemski: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Sandy León: H current=1 box=3, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Mauricio Dubón: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=76, sim=31; H: current=18, sim=4; 2B: current=1, sim=0; HR: current=0, sim=1; RBI: current=7, sim=3; R: current=10, sim=3; BB: current=9, sim=4; SO: current=20, sim=7).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: Eugenio Suárez: AB current=8 box=3, H current=2 box=1, HR current=0 box=1, RBI current=1 box=3; Sal Stewart: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Blake Dunn: AB current=9 box=3, H current=2 box=1, SO current=2 box=0; Elly De La Cruz: AB current=10 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; JJ Bleday: AB current=8 box=4, RBI current=1 box=0, BB current=1 box=0, SO current=2 box=1; Tyler Stephenson: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Matt McLain: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Spencer Steer: AB current=8 box=4, H current=2 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.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 6-2, final 4-3 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.96180009841918956.277531147003174Base ML historical model prediction
variance_applied67Random variance applied (0.9-1.1)
enhanced_prediction520.609Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment62Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target62Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ATL00003001046
CIN30000000034
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentATLbatting641820311127110000
currentATLpitching413479.0300
currentCINbatting76181007109200000
currentCINpitching604279.0400
simulationATLbatting326000442710
simulationATLpitching413479.0335155
simulationCINbatting314001334700
simulationCINpitching604279.0435137
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentATL2BOzzie Albies093000211100.333
currentATL1BMatt Olson093101221200.333
currentATLRFRonald Acuña Jr.092001222200.222
currentATLCFMichael Harris II082001120100.250
currentATLDHDominic Smith062000110100.333
currentATLLFMike Yastrzemski051000111100.200
currentATLCSandy León031000000100.333
currentATL3BMauricio Dubón092100111100.222
currentATLSSJorge Mateo062000211100.333
currentCIN3BEugenio Suárez082000111300.250
currentCINDHSal Stewart092000111200.222
currentCINRFBlake Dunn092000101200.222
currentCINSSElly De La Cruz0102100211300.200
currentCINLFJJ Bleday082000111200.250
currentCINCTyler Stephenson072000111200.286
currentCIN2BMatt McLain092000111200.222
currentCIN1BSpencer Steer082000111200.250
currentCINCFTJ Friedl082000101200.250
simulationATL1RFRonald Acuña Jr.430000110000.000
simulationATL2CFMichael Harris II440000000100.000
simulationATL31BMatt Olson441000000100.250
simulationATL42BOzzie Albies441000110000.250
simulationATL5DHDominic Smith440000000100.000
simulationATL63BMauricio Dubón430000001200.000
simulationATL7LFMike Yastrzemski430000001100.000
simulationATL8SSJorge Mateo441000110100.250
simulationATL9CSandy León333000110001.000
simulationCIN1RFBlake Dunn431000101000.333
simulationCIN2SSElly De La Cruz430000001100.000
simulationCIN3DHSal Stewart440000000100.000
simulationCIN43BEugenio Suárez431001131200.333
simulationCIN51BSpencer Steer440000000100.000
simulationCIN6LFJJ Bleday442000100100.500
simulationCIN7CTyler Stephenson430000001000.000
simulationCIN82BMatt McLain440000000100.000
simulationCIN9CFTJ Friedl330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentATL1Martín PérezStarter6.0233451004.502.701.03
currentATL2Dylan LeeMiddle Reliever1.0100010000.001.350.60
currentATL3Raisel IglesiasMiddle Reliever1.0000000000.001.080.90
currentATL4Robert SuarezMiddle Reliever1.0100010000.000.740.86
currentCIN1Brady SingerStarter4.0533240006.756.261.70
currentCIN2Pierce JohnsonMiddle Reliever1.2000000000.003.271.23
currentCIN3Tejay AntoneMiddle Reliever1.0000020000.005.871.04
currentCIN4Tony SantillanMiddle Reliever1.1000000000.003.861.29
currentCIN5Brock BurkeMiddle Reliever1.0111010009.003.601.48
simulationATL1Martín PérezStarter6.0233451241074.502.701.03
simulationATL2Raisel IglesiasMiddle Reliever1.00000003150.001.080.90
simulationATL3Robert SuarezMiddle Reliever1.01000104170.000.740.86
simulationATL4Dylan LeeMiddle Reliever1.01000104160.001.350.60
simulationCIN1Brady SingerStarter4.053324019826.756.261.70
simulationCIN2Tony SantillanMiddle Reliever1.10000004170.003.861.29
simulationCIN3Pierce JohnsonMiddle Reliever1.2000000560.003.271.23
simulationCIN4Brock BurkeMiddle Reliever1.01110104169.003.601.48
simulationCIN5Tejay AntoneMiddle Reliever1.00000203160.005.871.04
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ATLMartín PérezStarter6.0324524107
ATLDylan LeeMiddle Reliever1.00101416
ATLRaisel IglesiasMiddle Reliever1.00000315
ATLRobert SuarezMiddle Reliever1.00101417
CINBrady SingerStarter4.035241982
CINPierce JohnsonMiddle Reliever1.2000056
CINTejay AntoneMiddle Reliever1.00002316
CINTony SantillanMiddle Reliever1.10000417
CINBrock BurkeMiddle 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_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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTinfo0000Final 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.

20260530_BOS@CLE

20260530_BOS@CLE.json • 2026-05-30

BOS 1 - CLE 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 93INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBOSCURRENT_PITCHER_DUPLICATIONBOS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=65, sim=30; H: current=14, sim=3; 2B: current=4, sim=1; RBI: current=8, sim=1; R: current=9, sim=1; BB: current=6, sim=3; SO: current=16, sim=11).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: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Jarren Duran: AB current=10 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Ceddanne Rafaela: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Willson Contreras: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Nick Sogard: AB current=6 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Andruw Monasterio: AB current=6 box=4, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Connor Wong: AB current=6 box=2, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Isiah Kiner-Falefa: AB current=5 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=65, sim=30; H: current=17, sim=6; HR: current=0, sim=1; RBI: current=7, sim=3; R: current=8, sim=3; BB: current=7, sim=4; SO: current=14, sim=9).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: José Ramírez: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Chase DeLauter: AB current=9 box=3, H current=3 box=1, RBI current=1 box=0; Travis Bazzana: AB current=8 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Kyle Manzardo: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Angel Martínez: AB current=8 box=4, H current=2 box=3, 2B current=0 box=1, HR current=0 box=1; Austin Hedges: AB current=6 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Daniel Schneemann: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Brayan Rocchio: AB current=7 box=2, H current=2 box=1, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match CLE pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match CLE pitching: 0.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match CLE pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match CLE pitching: 11.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=33 matches CLE BF=33.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match BOS pitching: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match BOS pitching: 6.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match BOS pitching: 9.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=34 matches BOS BF=34.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE 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_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.
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]: 0.442.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.558.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.558.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 3.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.655/0.862.
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: BOS 3, CLE 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 1 - CLE 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CLE.{'winner_confidence': 0.558474, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'BOS', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_BOS@CLE.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_BOS@CLE.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@CLE.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_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: 148.
PASSpitch_countsimulationCLEPITCH_COUNT_PITCHER_MATCHCLE pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCLEPITCH_COUNT_TOTAL_MATCHCLE pitch_count_summary total, row sum, and pitching total all match: 154.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 1 - 2 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 1 - 3 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CLE, final=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.558.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 10/54 (0.185).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 21/56 (0.375).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CLE wins 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 1-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-2, final 1-3 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 3-1.
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_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 10/54 = 0.185.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 21/56 = 0.375.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match CLE pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match CLE pitching: 0.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match CLE pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match CLE pitching: 11.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=33 matches CLE BF=33.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match BOS pitching: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match BOS pitching: 6.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match BOS pitching: 9.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=34 matches BOS BF=34.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE 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_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.
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]: 0.442.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.558.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.558.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 3.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.655/0.862.
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: BOS 3, CLE 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 1 - CLE 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CLE.{'winner_confidence': 0.558474, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'BOS', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_BOS@CLE.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_BOS@CLE.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@CLE.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_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: 148.
PASSpitch_countsimulationCLEPITCH_COUNT_PITCHER_MATCHCLE pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCLEPITCH_COUNT_TOTAL_MATCHCLE pitch_count_summary total, row sum, and pitching total all match: 154.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 1 - 2 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 1 - 3 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CLE, final=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.558.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 10/54 (0.185).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 21/56 (0.375).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CLE wins 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 1-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-2, final 1-3 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 3-1.
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_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 10/54 = 0.185.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 21/56 = 0.375.
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_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_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=65, sim=30; H: current=14, sim=3; 2B: current=4, sim=1; RBI: current=8, sim=1; R: current=9, sim=1; BB: current=6, sim=3; SO: current=16, sim=11).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: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Jarren Duran: AB current=10 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Ceddanne Rafaela: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Willson Contreras: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Nick Sogard: AB current=6 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Andruw Monasterio: AB current=6 box=4, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Connor Wong: AB current=6 box=2, H current=1 box=0, 2B current=1 box=0, RBI current=1 box=0; Isiah Kiner-Falefa: AB current=5 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=65, sim=30; H: current=17, sim=6; HR: current=0, sim=1; RBI: current=7, sim=3; R: current=8, sim=3; BB: current=7, sim=4; SO: current=14, sim=9).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: José Ramírez: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Chase DeLauter: AB current=9 box=3, H current=3 box=1, RBI current=1 box=0; Travis Bazzana: AB current=8 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Kyle Manzardo: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Angel Martínez: AB current=8 box=4, H current=2 box=3, 2B current=0 box=1, HR current=0 box=1; Austin Hedges: AB current=6 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Daniel Schneemann: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Brayan Rocchio: AB current=7 box=2, H current=2 box=1, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.3153123855590824.390295505523682Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction120.558Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment12Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target12Capped at max 12 realistic runs
simulation_result13Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BOS00000010013
CLE00030000036
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBOSbatting6514400896160000
currentBOSpitching613498.0300
currentCLEbatting6517200787140000
currentCLEpitching3013119.0100
simulationBOSbatting3031001131100
simulationBOSpitching613498.0334148
simulationCLEbatting306201334900
simulationCLEpitching3013119.0133154
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBOSRFWilyer Abreu092100111200.222
currentBOSLFJarren Duran0102000111300.200
currentBOSCFCeddanne Rafaela082000110200.250
currentBOS1BWillson Contreras082000111200.250
currentBOS2BNick Sogard061000101100.167
currentBOSDHAndruw Monasterio061100110200.167
currentBOSCConnor Wong061100111200.167
currentBOSSSIsiah Kiner-Falefa052000111100.400
currentBOS3BCaleb Durbin071100110100.143
currentCLE3BJosé Ramírez092100111100.222
currentCLEDHChase DeLauter093000111100.333
currentCLE2BTravis Bazzana082100111200.250
currentCLE1BKyle Manzardo072000111300.286
currentCLELFAngel Martínez082000110200.250
currentCLERFPetey Halpin041000000100.250
currentCLECAustin Hedges061000101100.167
currentCLECFDaniel Schneemann072000111200.286
currentCLESSBrayan Rocchio072000111100.286
simulationBOS1LFJarren Duran440000000200.000
simulationBOS2CFCeddanne Rafaela440000000100.000
simulationBOS3RFWilyer Abreu430000001200.000
simulationBOS41BWillson Contreras440000000200.000
simulationBOS52BNick Sogard432100111000.667
simulationBOS6DHAndruw Monasterio441000000000.250
simulationBOS7SSIsiah Kiner-Falefa330000000200.000
simulationBOS8CConnor Wong320000001000.000
simulationBOS93BCaleb Durbin330000000200.000
simulationCLE12BTravis Bazzana440000000100.000
simulationCLE23BJosé Ramírez430000001100.000
simulationCLE3DHChase DeLauter431000101100.333
simulationCLE41BKyle Manzardo440000000300.000
simulationCLE5LFAngel Martínez443101130000.750
simulationCLE6CFDaniel Schneemann430000001100.000
simulationCLE7RFPetey Halpin441000000100.250
simulationCLE8CAustin Hedges330000000100.000
simulationCLE9SSBrayan Rocchio321100101000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBOS1Sonny GrayStarter5.0333351005.403.271.20
currentBOS2Jovani MoránMiddle Reliever1.1200010000.003.031.01
currentBOS3Aroldis ChapmanMiddle Reliever1.1100120000.000.510.85
currentBOS6Justin SlatenMiddle Reliever0.1000010000.004.151.27
currentCLE1Parker MessickStarter6.0100080000.002.241.04
currentCLE2Cade SmithMiddle Reliever1.0211110009.002.601.08
currentCLE3Hunter GaddisMiddle Reliever1.0000110000.003.771.33
currentCLE4Shawn ArmstrongMiddle Reliever1.0000110000.001.291.14
simulationBOS1Sonny GrayStarter5.033335121865.403.271.20
simulationBOS2Aroldis ChapmanMiddle Reliever1.11001206240.000.510.85
simulationBOS3Justin SlatenMiddle Reliever0.10000101150.004.151.27
simulationBOS4Jovani MoránMiddle Reliever1.12000106230.003.031.01
simulationCLE1Parker MessickStarter6.010008019970.002.241.04
simulationCLE2Cade SmithMiddle Reliever1.02111106239.002.601.08
simulationCLE3Hunter GaddisMiddle Reliever1.00001104170.003.771.33
simulationCLE4Shawn ArmstrongMiddle Reliever1.00001104170.001.291.14
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BOSSonny GrayStarter5.033352186
BOSJovani MoránMiddle Reliever1.10201623
BOSAroldis ChapmanMiddle Reliever1.10112624
BOSJustin SlatenMiddle Reliever0.10001115
CLEParker MessickStarter6.001081997
CLECade SmithMiddle Reliever1.01211623
CLEHunter GaddisMiddle Reliever1.00011417
CLEShawn ArmstrongMiddle Reliever1.00011417
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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260530_CHC@STL

20260530_CHC@STL.json • 2026-05-30

CHC 4 - STL 1
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=76, sim=33; H: current=18, sim=7; 2B: current=0, sim=3; RBI: current=10, sim=4; R: current=12, sim=4; BB: current=11, sim=3; SO: current=20, sim=10; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Pete Crow-Armstrong: AB current=9 box=5, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Alex Bregman: AB current=10 box=3, H current=3 box=1, R current=2 box=1, BB current=1 box=0; Ian Happ: AB current=10 box=3, H current=3 box=1, RBI current=2 box=1, R current=2 box=1; Michael Busch: AB current=9 box=3, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Nico Hoerner: AB current=10 box=4, 2B current=0 box=1, BB current=1 box=0, SO current=1 box=0; Seiya Suzuki: AB current=9 box=4, H current=2 box=1, BB current=1 box=0, SO current=3 box=2; Moisés Ballesteros: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Miguel Amaya: AB current=6 box=4, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=70, sim=32; H: current=17, sim=5; RBI: current=9, sim=1; R: current=8, sim=1; BB: current=8, sim=2; SO: current=17, sim=8).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: Alec Burleson: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Jordan Walker: AB current=9 box=3, H current=3 box=1, HR current=1 box=0, RBI current=2 box=0; Iván Herrera: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jimmy Crooks: 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; JJ Wetherholt: AB current=10 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Nolan Gorman: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Bryan Torres: AB current=8 box=2, H current=2 box=0, RBI current=1 box=0, SO current=2 box=1; Victor Scott II: AB current=5 box=3, HR current=0 box=1, RBI 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.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match STL pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match STL pitching: 7.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match STL pitching: 10.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=37 matches STL BF=37.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match CHC pitching: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match CHC pitching: 8.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches CHC BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC 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_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_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.563.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.563.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.437.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 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: 0.471/0.649.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHC 7, STL 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 4 - STL 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.563408, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'STL', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_CHC@STL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_CHC@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@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: 158.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 174.
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: 158.
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: 174.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: CHC 4 - 2 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 4 - 1 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.563.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/57 (0.088).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/53 (0.151).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 4-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-2, final 4-1 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 4-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 5/57 = 0.088.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 8/53 = 0.151.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match STL pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match STL pitching: 7.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match STL pitching: 10.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=37 matches STL BF=37.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match CHC pitching: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match CHC pitching: 8.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches CHC BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC 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_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_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.563.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.563.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.437.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 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: 0.471/0.649.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHC 7, STL 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 4 - STL 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.563408, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'STL', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_CHC@STL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_CHC@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@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: 158.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 174.
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: 158.
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: 174.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: CHC 4 - 2 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 4 - 1 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.563.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/57 (0.088).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/53 (0.151).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 4-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-2, final 4-1 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 4-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 5/57 = 0.088.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 8/53 = 0.151.
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_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-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=76, sim=33; H: current=18, sim=7; 2B: current=0, sim=3; RBI: current=10, sim=4; R: current=12, sim=4; BB: current=11, sim=3; SO: current=20, sim=10; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Pete Crow-Armstrong: AB current=9 box=5, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Alex Bregman: AB current=10 box=3, H current=3 box=1, R current=2 box=1, BB current=1 box=0; Ian Happ: AB current=10 box=3, H current=3 box=1, RBI current=2 box=1, R current=2 box=1; Michael Busch: AB current=9 box=3, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Nico Hoerner: AB current=10 box=4, 2B current=0 box=1, BB current=1 box=0, SO current=1 box=0; Seiya Suzuki: AB current=9 box=4, H current=2 box=1, BB current=1 box=0, SO current=3 box=2; Moisés Ballesteros: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Miguel Amaya: AB current=6 box=4, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=70, sim=32; H: current=17, sim=5; RBI: current=9, sim=1; R: current=8, sim=1; BB: current=8, sim=2; SO: current=17, sim=8).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: Alec Burleson: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Jordan Walker: AB current=9 box=3, H current=3 box=1, HR current=1 box=0, RBI current=2 box=0; Iván Herrera: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jimmy Crooks: 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; JJ Wetherholt: AB current=10 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Nolan Gorman: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Bryan Torres: AB current=8 box=2, H current=2 box=0, RBI current=1 box=0, SO current=2 box=1; Victor Scott II: AB current=5 box=3, HR current=0 box=1, RBI 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_ml5.3665962219238284.250361919403076Base ML historical model prediction
variance_applied64Random variance applied (0.9-1.1)
enhanced_prediction320.563Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment42Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target42Capped at max 12 realistic runs
simulation_result41Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHC30000001047
STL00000001015
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHCbatting7618001101211200000
currentCHCpitching511289.0100
currentSTLbatting7017201988170000
currentSTLpitching7143109.0400
simulationCHCbatting3373014431010
simulationCHCpitching511289.0134158
simulationSTLbatting325201112800
simulationSTLpitching7143109.0437174
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHCCFPete Crow-Armstrong092000111300.222
currentCHC3BAlex Bregman0103000211200.300
currentCHCLFIan Happ0103001222300.300
currentCHC1BMichael Busch092000212300.222
currentCHC2BNico Hoerner0102000111100.200
currentCHCRFSeiya Suzuki092000111300.222
currentCHCDHMoisés Ballesteros051000111100.200
currentCHCCMiguel Amaya061000111200.167
currentCHCSSDansby Swanson082000111200.250
currentSTL1BAlec Burleson092100111200.222
currentSTLRFJordan Walker093001221200.333
currentSTLDHIván Herrera092000111200.222
currentSTLCJimmy Crooks041000010100.250
currentSTL2BJJ Wetherholt0102100111200.200
currentSTL3BNolan Gorman072000111300.286
currentSTLLFBryan Torres082000011200.250
currentSTLCFVictor Scott II051000101100.200
currentSTLSSMasyn Winn092000111200.222
simulationCHC1CFPete Crow-Armstrong551100000200.200
simulationCHC22BNico Hoerner442100110000.500
simulationCHC31BMichael Busch430000001100.000
simulationCHC43BAlex Bregman431000110000.333
simulationCHC5LFIan Happ431001111000.333
simulationCHC6RFSeiya Suzuki441000110200.250
simulationCHC7DHMoisés Ballesteros430000001100.000
simulationCHC8CMiguel Amaya441100000200.250
simulationCHC9SSDansby Swanson440000000200.000
simulationSTL12BJJ Wetherholt441000000100.250
simulationSTL2DHIván Herrera440000000000.000
simulationSTL31BAlec Burleson441100000000.250
simulationSTL4RFJordan Walker431000001100.333
simulationSTL53BNolan Gorman440000000200.000
simulationSTL6SSMasyn Winn440000000200.000
simulationSTL7CJimmy Crooks441100000000.250
simulationSTL8LFBryan Torres320000001100.000
simulationSTL9CFVictor Scott II331001110100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHC1Ben BrownStarter5.2200250000.002.010.99
currentCHC2Caleb ThielbarMiddle Reliever1.1211011006.752.131.18
currentCHC3Daniel PalenciaMiddle Reliever1.0000010000.002.531.41
currentCHC4Jacob WebbMiddle Reliever1.0100010000.002.661.35
currentSTL1Kyle LeahyStarter4.2633261005.794.441.58
currentSTL2George SorianoMiddle Reliever1.2000010000.003.181.10
currentSTL3JoJo RomeroMiddle Reliever1.2111100005.402.701.16
currentSTL4Riley O'BrienMiddle Reliever1.0000030000.003.200.99
simulationCHC1Ben BrownStarter5.220025021970.002.010.99
simulationCHC2Daniel PalenciaMiddle Reliever1.00000103150.002.531.41
simulationCHC3Caleb ThielbarMiddle Reliever1.12110116286.752.131.18
simulationCHC4Jacob WebbMiddle Reliever1.01000104180.002.661.35
simulationSTL1Kyle LeahyStarter4.263326122995.794.441.58
simulationSTL2Riley O'BrienMiddle Reliever1.00000303160.003.200.99
simulationSTL3JoJo RomeroMiddle Reliever1.21111007285.402.701.16
simulationSTL4George SorianoMiddle Reliever1.20000105310.003.181.10
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHCBen BrownStarter5.202252197
CHCCaleb ThielbarMiddle Reliever1.11201628
CHCDaniel PalenciaMiddle Reliever1.00001315
CHCJacob WebbMiddle Reliever1.00101418
STLKyle LeahyStarter4.236262299
STLGeorge SorianoMiddle Reliever1.20001531
STLJoJo RomeroMiddle Reliever1.21110728
STLRiley O'BrienMiddle Reliever1.00003316
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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260530_DET@CHW

20260530_DET@CHW.json • 2026-05-30

DET 3 - CHW 8
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=62, sim=35; H: current=15, sim=11; 3B: current=0, sim=1; HR: current=0, sim=5; RBI: current=9, sim=8; R: current=10, sim=8; BB: current=6, sim=1; SO: current=16, 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: Randal Grichuk: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0; Chase Meidroth: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=2 box=1; Miguel Vargas: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Colson Montgomery: AB current=9 box=4, H current=2 box=1, HR current=0 box=1, BB current=1 box=0; Edgar Quero: AB current=6 box=4, H current=2 box=1, RBI current=1 box=0, BB current=1 box=0; Andrew Benintendi: AB current=7 box=4, H current=2 box=3, HR current=0 box=1, RBI current=1 box=2; Derek Hill: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=0 box=2; Luisangel Acuña: AB current=6 box=3, RBI 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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=58, sim=34; H: current=11, sim=7; 2B: current=2, sim=0; HR: current=0, sim=2; RBI: current=6, sim=3; R: current=6, sim=3; BB: current=7, sim=3; SO: current=14, sim=9).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: Riley Greene: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Kevin McGonigle: AB current=9 box=5, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Matt Vierling: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Dillon Dingler: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Spencer Torkelson: AB current=7 box=3, H current=1 box=2, 2B current=1 box=0, HR current=0 box=1; Jahmai Jones: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=1; Wenceel Pérez: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Hao-Yu Lee: AB current=5 box=4, H current=1 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 6-7, final 3-8 (delta 4).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match DET pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match DET pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match DET pitching: 11.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match DET pitching: 7.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=36 matches DET BF=36.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 8.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match CHW pitching: 3.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match CHW pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match CHW pitching: 7.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match CHW pitching: 9.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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]: 0.463.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.537.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.537.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 13.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.487/0.667.
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: DET 7, CHW 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 3 - CHW 8.
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': 0.536603, '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': '2026-05-29', 'predicted_team': 'CHW', 'confidence': 0.516724, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_DET@CHW.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_DET@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@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: 134.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 172.
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: 172.
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: 134.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: DET 6 - 7 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 3 - 8 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 8-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.537.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 15/57 (0.263).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 15/54 (0.278).
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 8-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 3-8.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-8.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 8-3.
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_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 15/54 = 0.278.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 15/57 = 0.263.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match DET pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match DET pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match DET pitching: 11.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match DET pitching: 7.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=36 matches DET BF=36.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 8.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match CHW pitching: 3.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match CHW pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match CHW pitching: 7.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match CHW pitching: 9.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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]: 0.463.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.537.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.537.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 11 is reasonably close to low-score expected_total_runs 13.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.487/0.667.
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: DET 7, CHW 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 3 - CHW 8.
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': 0.536603, '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': '2026-05-29', 'predicted_team': 'CHW', 'confidence': 0.516724, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_DET@CHW.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_DET@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@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: 134.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 172.
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: 172.
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: 134.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: DET 6 - 7 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 3 - 8 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 8-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.537.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 15/57 (0.263).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 15/54 (0.278).
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 8-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 3-8.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-8.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 8-3.
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_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 15/54 = 0.278.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 15/57 = 0.263.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=62, sim=35; H: current=15, sim=11; 3B: current=0, sim=1; HR: current=0, sim=5; RBI: current=9, sim=8; R: current=10, sim=8; BB: current=6, sim=1; SO: current=16, 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: Randal Grichuk: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0; Chase Meidroth: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=2 box=1; Miguel Vargas: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Colson Montgomery: AB current=9 box=4, H current=2 box=1, HR current=0 box=1, BB current=1 box=0; Edgar Quero: AB current=6 box=4, H current=2 box=1, RBI current=1 box=0, BB current=1 box=0; Andrew Benintendi: AB current=7 box=4, H current=2 box=3, HR current=0 box=1, RBI current=1 box=2; Derek Hill: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=0 box=2; Luisangel Acuña: AB current=6 box=3, RBI 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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=58, sim=34; H: current=11, sim=7; 2B: current=2, sim=0; HR: current=0, sim=2; RBI: current=6, sim=3; R: current=6, sim=3; BB: current=7, sim=3; SO: current=14, sim=9).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: Riley Greene: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Kevin McGonigle: AB current=9 box=5, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Matt Vierling: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Dillon Dingler: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Spencer Torkelson: AB current=7 box=3, H current=1 box=2, 2B current=1 box=0, HR current=0 box=1; Jahmai Jones: AB current=3 box=4, H current=0 box=1, HR current=0 box=1, RBI current=0 box=1; Wenceel Pérez: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Hao-Yu Lee: AB current=5 box=4, H current=1 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 6-7, final 3-8 (delta 4).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.205303668975834.6131181716918945Base ML historical model prediction
variance_applied64Random variance applied (0.9-1.1)
enhanced_prediction560.537Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment66Target score adjusted by temporal Savant lineup quality versus opposing starter quality
target_tie_break67Resolved tied pre-simulation target using calibrated winner probability
capped_target67Capped at max 12 realistic runs
simulation_result38Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
DET03000000037
CHW014200010811
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentDETbatting5811200667140000
currentDETpitching1158178.0800
currentCHWbatting62150009106160000
currentCHWpitching723399.0300
simulationDETbatting347002333900
simulationDETpitching1158178.0836134
simulationCHWbatting3511015881700
simulationCHWpitching723399.0337172
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentDETLFRiley Greene082100111300.250
currentDET3BKevin McGonigle092000111100.222
currentDETCFMatt Vierling071000111100.143
currentDETCDillon Dingler082000111200.250
currentDET1BSpencer Torkelson071100111300.143
currentDETDHJahmai Jones030000000100.000
currentDETRFWenceel Pérez071000111100.143
currentDET2BHao-Yu Lee051000000100.200
currentDETSSZack Short041000001100.250
currentCHWRFRandal Grichuk051000110100.200
currentCHW2BChase Meidroth092000211200.222
currentCHW1BMiguel Vargas092000212200.222
currentCHW3BColson Montgomery092000121300.222
currentCHWCEdgar Quero062000111200.333
currentCHWDHAndrew Benintendi072000110200.286
currentCHWCFDerek Hill031000000100.333
currentCHWSSLuisangel Acuña061000110100.167
currentCHWLFSam Antonacci082000111200.250
simulationDET13BKevin McGonigle550000000000.000
simulationDET2CDillon Dingler440000000200.000
simulationDET3CFMatt Vierling430000001000.000
simulationDET4LFRiley Greene441000000200.250
simulationDET51BSpencer Torkelson432001121000.667
simulationDET6DHJahmai Jones441001110200.250
simulationDET7RFWenceel Pérez440000000100.000
simulationDET82BHao-Yu Lee442000100100.500
simulationDET9SSZack Short431000001100.333
simulationCHW12BChase Meidroth441000100100.250
simulationCHW2RFRandal Grichuk440000100100.000
simulationCHW31BMiguel Vargas440000000100.000
simulationCHW43BColson Montgomery441001120100.250
simulationCHW5CEdgar Quero441000100100.250
simulationCHW6CFDerek Hill442002120100.500
simulationCHW7SSLuisangel Acuña431000101000.333
simulationCHW8DHAndrew Benintendi443001120100.750
simulationCHW9LFSam Antonacci442011120000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentDET1Framber ValdezStarter5.1644053006.754.281.33
currentDET2Drew AndersonMiddle Reliever1.1000010000.003.621.18
currentDET3Kyle FinneganMiddle Reliever1.02220010018.001.351.43
currentDET4Tyler HoltonMiddle Reliever0.1100010000.004.561.44
currentDET5Brenan HanifeeMiddle Reliever0.0211101001.591.24
currentDET6Will VestMiddle Reliever0.0011000007.411.47
currentCHW1Anthony KayStarter6.1411362001.423.961.39
currentCHW2Bryan HudsonMiddle Reliever1.0000010000.001.571.35
currentCHW3Grant TaylorMiddle Reliever1.0100010000.001.421.26
currentCHW4Sean NewcombMiddle Reliever0.21110100013.507.711.71
currentCHW5Seranthony DomínguezMiddle Reliever0.01110000013.503.00
simulationDET1Framber ValdezStarter5.164405322906.754.281.33
simulationDET2Kyle FinneganMiddle Reliever1.02220015518.001.351.43
simulationDET3Will VestMiddle Reliever0.0011000037.411.47
simulationDET4Drew AndersonMiddle Reliever1.1000010440.003.621.18
simulationDET5Tyler HoltonMiddle Reliever0.11000102170.004.561.44
simulationDET6Brenan HanifeeMiddle Reliever0.02111013151.591.24
simulationCHW1Anthony KayStarter6.1411362261041.423.961.39
simulationCHW2Seranthony DomínguezMiddle Reliever0.011100011613.503.00
simulationCHW3Grant TaylorMiddle Reliever1.01000104180.001.421.26
simulationCHW4Bryan HudsonMiddle Reliever1.00000103150.001.571.35
simulationCHW5Sean NewcombMiddle Reliever0.211101031913.507.711.71
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
DETFramber ValdezStarter5.146052290
DETDrew AndersonMiddle Reliever1.1000144
DETKyle FinneganMiddle Reliever1.0220055
DETTyler HoltonMiddle Reliever0.10101217
DETBrenan HanifeeMiddle Reliever0.01210315
DETWill VestMiddle Reliever0.0100003
CHWAnthony KayStarter6.1143626104
CHWBryan HudsonMiddle Reliever1.00001315
CHWGrant TaylorMiddle Reliever1.00101418
CHWSean NewcombMiddle Reliever0.21101319
CHWSeranthony DomínguezMiddle Reliever0.01100116
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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTinfo0000Final 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.

20260530_KC@TEX

20260530_KC@TEX.json • 2026-05-30

KC 3 - TEX 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 93INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=67, sim=35; H: current=14, sim=8; 2B: current=2, sim=4; RBI: current=6, sim=3; R: current=8, sim=3; BB: current=6, sim=4; SO: current=16, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Bobby Witt Jr.: AB current=9 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Vinnie Pasquantino: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Carter Jensen: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Maikel Garcia: AB current=9 box=5, H current=3 box=1, RBI current=1 box=0, R current=1 box=0; Jac Caglianone: AB current=7 box=3, 2B current=0 box=1, RBI current=0 box=1; Salvador Perez: AB current=8 box=4, 2B current=0 box=1, SO current=2 box=1; Isaac Collins: AB current=7 box=4, BB current=1 box=0, SO current=2 box=0; Michael Massey: AB current=5 box=4, H current=1 box=0, 2B current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=55, sim=34; H: current=14, sim=10; 2B: current=2, sim=3; HR: current=0, sim=1; R: current=7, sim=6; BB: current=7, sim=4; SO: current=13, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Josh Jung: AB current=8 box=4, H current=3 box=2, HR current=0 box=1, RBI current=1 box=3; Joc Pederson: AB current=5 box=3, RBI current=1 box=0, BB current=1 box=2, SO current=1 box=0; Jake Burger: AB current=8 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Brandon Nimmo: AB current=9 box=5, H current=2 box=1, RBI current=1 box=0, BB current=1 box=0; Alejandro Osuna: AB current=5 box=3, RBI current=0 box=1, SO current=1 box=2; Nicky Lopez: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Ezequiel Duran: AB current=7 box=4, 2B current=1 box=2, RBI current=1 box=2, BB current=1 box=0; Danny Jansen: AB current=6 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.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match TEX pitching: 4.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match TEX pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match TEX pitching: 8.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match TEX pitching: 8.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=39 matches TEX BF=39.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match KC pitching: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match KC pitching: 10.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match KC pitching: 11.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=39 matches KC BF=39.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC 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_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASScurrent_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]: 0.467.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.533.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.533.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 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: 0.451/0.625.
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: KC 8, TEX 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 3 - TEX 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TEX.{'winner_confidence': 0.533094, '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': '2026-05-29', 'predicted_team': 'TEX', 'confidence': 0.526409, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_KC@TEX.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_KC@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@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: 169.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 169.
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: 157.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_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.
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: KC 4 - 6 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 3 - 6 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TEX, final=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.533.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/53 (0.113).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 13/55 (0.236).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TEX wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 3-6 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX 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_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 6/53 = 0.113.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 13/55 = 0.236.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match TEX pitching: 4.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match TEX pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match TEX pitching: 8.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match TEX pitching: 8.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=39 matches TEX BF=39.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match KC pitching: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match KC pitching: 10.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match KC pitching: 11.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=39 matches KC BF=39.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC 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_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASScurrent_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]: 0.467.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.533.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.533.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 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: 0.451/0.625.
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: KC 8, TEX 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 3 - TEX 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TEX.{'winner_confidence': 0.533094, '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': '2026-05-29', 'predicted_team': 'TEX', 'confidence': 0.526409, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_KC@TEX.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_KC@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@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: 169.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 169.
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: 157.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_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.
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: KC 4 - 6 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 3 - 6 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TEX, final=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.533.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/53 (0.113).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 13/55 (0.236).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TEX wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 3-6 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX 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_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 6/53 = 0.113.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 13/55 = 0.236.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=67, sim=35; H: current=14, sim=8; 2B: current=2, sim=4; RBI: current=6, sim=3; R: current=8, sim=3; BB: current=6, sim=4; SO: current=16, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Bobby Witt Jr.: AB current=9 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Vinnie Pasquantino: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Carter Jensen: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Maikel Garcia: AB current=9 box=5, H current=3 box=1, RBI current=1 box=0, R current=1 box=0; Jac Caglianone: AB current=7 box=3, 2B current=0 box=1, RBI current=0 box=1; Salvador Perez: AB current=8 box=4, 2B current=0 box=1, SO current=2 box=1; Isaac Collins: AB current=7 box=4, BB current=1 box=0, SO current=2 box=0; Michael Massey: AB current=5 box=4, H current=1 box=0, 2B current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=55, sim=34; H: current=14, sim=10; 2B: current=2, sim=3; HR: current=0, sim=1; R: current=7, sim=6; BB: current=7, sim=4; SO: current=13, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Josh Jung: AB current=8 box=4, H current=3 box=2, HR current=0 box=1, RBI current=1 box=3; Joc Pederson: AB current=5 box=3, RBI current=1 box=0, BB current=1 box=2, SO current=1 box=0; Jake Burger: AB current=8 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Brandon Nimmo: AB current=9 box=5, H current=2 box=1, RBI current=1 box=0, BB current=1 box=0; Alejandro Osuna: AB current=5 box=3, RBI current=0 box=1, SO current=1 box=2; Nicky Lopez: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Ezequiel Duran: AB current=7 box=4, 2B current=1 box=2, RBI current=1 box=2, BB current=1 box=0; Danny Jansen: AB current=6 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_ml5.4291973114013674.923346996307373Base ML historical model prediction
variance_applied65Random variance applied (0.9-1.1)
enhanced_prediction450.533Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment46Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target46Capped at max 12 realistic runs
simulation_result36Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
KC00020100038
TEX000123000610
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentKCbatting6714200686160000
currentKCpitching10164118.0600
currentTEXbatting5514200677130000
currentTEXpitching803489.0300
simulationKCbatting358400334800
simulationKCpitching10164118.0639169
simulationTEXbatting34103016641101
simulationTEXpitching803489.0339157
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentKCSSBobby Witt Jr.092000111200.222
currentKC1BVinnie Pasquantino092000111200.222
currentKCCCarter Jensen071000111200.143
currentKC3BMaikel Garcia093100111100.333
currentKCRFJac Caglianone071000101200.143
currentKCDHSalvador Perez082000110200.250
currentKCLFIsaac Collins071000111200.143
currentKC2BMichael Massey051100000100.200
currentKCCFKyle Isbel061000100200.167
currentTEX3BJosh Jung083100111100.375
currentTEXDHJoc Pederson051000111100.200
currentTEX1BJake Burger082000111200.250
currentTEXRFBrandon Nimmo092000111200.222
currentTEXLFAlejandro Osuna051000101100.200
currentTEX2BNicky Lopez031000000100.333
currentTEXSSEzequiel Duran072100111200.286
currentTEXCDanny Jansen061000111200.167
currentTEXCFMichael Helman041000000100.250
simulationKC1CCarter Jensen530000002000.000
simulationKC2SSBobby Witt Jr.541100001200.250
simulationKC33BMaikel Garcia551100000100.200
simulationKC41BVinnie Pasquantino440000000100.000
simulationKC5DHSalvador Perez442100110100.500
simulationKC6RFJac Caglianone431100111200.333
simulationKC7LFIsaac Collins441000110000.250
simulationKC82BMichael Massey440000000100.000
simulationKC9CFKyle Isbel442000000000.500
simulationTEX1DHJoc Pederson531000102000.333
simulationTEX23BJosh Jung542101130110.500
simulationTEX3RFBrandon Nimmo551000100200.200
simulationTEX41BJake Burger441000000100.250
simulationTEX5SSEzequiel Duran442200120100.500
simulationTEX6LFAlejandro Osuna431000111200.333
simulationTEX7CDanny Jansen430000001100.000
simulationTEX82BNicky Lopez440000000300.000
simulationTEX9CFMichael Helman442000100000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentKC1Seth LugoStarter5.2633370004.763.741.38
currentKC2Daniel Lynch IVMiddle Reliever1.1000030000.001.590.88
currentKC3John SchreiberMiddle Reliever1.0100110000.002.951.36
currentKC5Lucas ErcegMiddle Reliever0.0333001005.061.69
currentTEX1Kumar RockerStarter4.2733280005.793.961.36
currentTEX2Jacob LatzMiddle Reliever1.2000100000.001.080.44
currentTEX4Jakob JunisMiddle Reliever1.2000100000.001.500.71
currentTEX5Tyler AlexanderMiddle Reliever1.0100000000.002.191.34
simulationKC1Seth LugoStarter5.2633370261134.763.741.38
simulationKC2Lucas ErcegMiddle Reliever0.03330014185.061.69
simulationKC3Daniel Lynch IVMiddle Reliever1.10000304180.001.590.88
simulationKC4John SchreiberMiddle Reliever1.01001105200.002.951.36
simulationTEX1Kumar RockerStarter4.273328023915.793.961.36
simulationTEX2Jacob LatzMiddle Reliever1.20001006250.001.080.44
simulationTEX3Jakob JunisMiddle Reliever1.20001006250.001.500.71
simulationTEX4Tyler AlexanderMiddle Reliever1.01000004160.002.191.34
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
KCSeth LugoStarter5.2363726113
KCDaniel Lynch IVMiddle Reliever1.10003418
KCJohn SchreiberMiddle Reliever1.00111520
KCLucas ErcegMiddle Reliever0.03300418
TEXKumar RockerStarter4.237282391
TEXJacob LatzMiddle Reliever1.20010625
TEXJakob JunisMiddle Reliever1.20010625
TEXTyler AlexanderMiddle Reliever1.00100416
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260530_LAA@TB

20260530_LAA@TB.json • 2026-05-30

LAA 2 - TB 3
CRITICAL

Final simulation needs review: critical box-score inconsistencies remain. Risk score: 100.

CRITICAL 1ERROR 0WARN 0PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
CRITICALBatting
Review the listed finding and decide whether to fix the data or downgrade the rule.
1C / 0E / 0WLAAcurrent:LAA has 2 hitter line(s) violating baseball constraints.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALbattingcurrentLAABATTING_REALISMcurrent:LAA has 2 hitter line(s) violating baseball constraints.
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALbattingcurrentLAABATTING_REALISMcurrent:LAA has 2 hitter line(s) violating baseball constraints.
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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=67, sim=32; H: current=16, sim=5; 2B: current=3, sim=1; HR: current=0, sim=2; RBI: current=9, sim=2; R: current=9, sim=2; BB: current=7, sim=1; SO: current=18, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Mike Trout: AB current=8 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=2 box=0; Jorge Soler: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Zach Neto: AB current=10 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Vaughn Grissom: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, HR current=0 box=1; Wade Meckler: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Oswald Peraza: AB current=6 box=3, HR current=0 box=1, SO current=2 box=0; Jo Adell: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Donovan Walton: AB current=7 box=3, 2B current=0 box=1, R current=1 box=0, SO current=2 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=68, sim=31; H: current=16, sim=8; 2B: current=0, sim=1; HR: current=1, sim=0; RBI: current=10, sim=3; R: current=8, sim=3; BB: current=8, sim=4; SO: current=14, sim=7).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: Yandy Díaz: AB current=9 box=3, H current=3 box=1, HR current=1 box=0, RBI current=2 box=1; Junior Caminero: AB current=9 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Ryan Vilade: AB current=5 box=4, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Jonathan Aranda: AB current=8 box=2, H current=3 box=0, RBI current=2 box=0, R current=1 box=0; Chandler Simpson: AB current=9 box=4, H current=2 box=1, R current=1 box=0, BB current=1 box=0; Nick Fortes: AB current=6 box=4, H current=1 box=2, R current=0 box=1, SO current=1 box=0; Cedric Mullins: AB current=8 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Ben Williamson: AB current=6 box=3, H current=2 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.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match TB pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match TB pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match TB pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match TB pitching: 10.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=33 matches TB BF=33.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match LAA pitching: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match LAA pitching: 8.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match LAA pitching: 7.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=36 matches LAA BF=36.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA 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_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_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]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.496/0.678.
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, TB 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 2 - TB 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TB.{'winner_confidence': 0.53, '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': '2026-05-29', 'predicted_team': 'TB', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_LAA@TB.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_LAA@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@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: 157.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
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: 157.
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: 148.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB 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_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_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_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: LAA 1 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 2 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/56 (0.161).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 16/53 (0.302).
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 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 2-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-3, final 2-3 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 9/56 = 0.161.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 16/53 = 0.302.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match TB pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match TB pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match TB pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match TB pitching: 10.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=33 matches TB BF=33.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match LAA pitching: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match LAA pitching: 8.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match LAA pitching: 7.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=36 matches LAA BF=36.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA 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_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_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]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.496/0.678.
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, TB 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 2 - TB 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TB.{'winner_confidence': 0.53, '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': '2026-05-29', 'predicted_team': 'TB', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_LAA@TB.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_LAA@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@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: 157.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
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: 157.
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: 148.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB 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_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_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_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: LAA 1 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 2 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/56 (0.161).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 16/53 (0.302).
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 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 2-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-3, final 2-3 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 9/56 = 0.161.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 16/53 = 0.302.
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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=67, sim=32; H: current=16, sim=5; 2B: current=3, sim=1; HR: current=0, sim=2; RBI: current=9, sim=2; R: current=9, sim=2; BB: current=7, sim=1; SO: current=18, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Mike Trout: AB current=8 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=2 box=0; Jorge Soler: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Zach Neto: AB current=10 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Vaughn Grissom: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, HR current=0 box=1; Wade Meckler: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Oswald Peraza: AB current=6 box=3, HR current=0 box=1, SO current=2 box=0; Jo Adell: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Donovan Walton: AB current=7 box=3, 2B current=0 box=1, R current=1 box=0, SO current=2 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=68, sim=31; H: current=16, sim=8; 2B: current=0, sim=1; HR: current=1, sim=0; RBI: current=10, sim=3; R: current=8, sim=3; BB: current=8, sim=4; SO: current=14, sim=7).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: Yandy Díaz: AB current=9 box=3, H current=3 box=1, HR current=1 box=0, RBI current=2 box=1; Junior Caminero: AB current=9 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Ryan Vilade: AB current=5 box=4, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Jonathan Aranda: AB current=8 box=2, H current=3 box=0, RBI current=2 box=0, R current=1 box=0; Chandler Simpson: AB current=9 box=4, H current=2 box=1, R current=1 box=0, BB current=1 box=0; Nick Fortes: AB current=6 box=4, H current=1 box=2, R current=0 box=1, SO current=1 box=0; Cedric Mullins: AB current=8 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Ben Williamson: AB current=6 box=3, H current=2 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_ml3.905472517013554.115961074829102Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction130.530Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment13Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target13Capped at max 12 realistic runs
simulation_result23Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAA00000001125
TB03000000038
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLAAbatting6716300997180000
currentLAApitching803478.0300
currentTBbatting68160011088140000
currentTBpitching5221109.0200
simulationLAAbatting3251022211000
simulationLAApitching803478.0336157
simulationTBbatting318100334710
simulationTBpitching5221109.0233148
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAACFMike Trout082100223200.250
currentLAADHJorge Soler092000111400.222
currentLAASSZach Neto0103100212300.300
currentLAA1BVaughn Grissom082100121100.250
currentLAALFWade Meckler051000010100.200
currentLAA2BOswald Peraza061000110200.167
currentLAARFJo Adell092000110200.222
currentLAA3BDonovan Walton072000100200.286
currentLAACSebastián Rivero051000000100.200
currentTBDHYandy Díaz093001121200.333
currentTB3BJunior Caminero092000111100.222
currentTBRFRyan Vilade051000111100.200
currentTB1BJonathan Aranda083000121200.375
currentTBLFChandler Simpson092000101100.222
currentTBCNick Fortes061000010100.167
currentTBCFCedric Mullins081000111200.125
currentTB2BBen Williamson062000111100.333
currentTBSSTaylor Walls081000111300.125
simulationLAA1SSZach Neto430000001000.000
simulationLAA2CFMike Trout440000000300.000
simulationLAA31BVaughn Grissom441001110000.250
simulationLAA4DHJorge Soler441000000000.250
simulationLAA5LFWade Meckler440000000200.000
simulationLAA6RFJo Adell440000000300.000
simulationLAA72BOswald Peraza331001110000.333
simulationLAA83BDonovan Walton332100000000.667
simulationLAA9CSebastián Rivero330000000200.000
simulationTB1DHYandy Díaz431000110000.333
simulationTB21BJonathan Aranda420000002000.000
simulationTB33BJunior Caminero431000001000.333
simulationTB4RFRyan Vilade441100000000.250
simulationTB5LFChandler Simpson441000000200.250
simulationTB62BBen Williamson431000111100.333
simulationTB7CNick Fortes442000110000.500
simulationTB8CFCedric Mullins441000000200.250
simulationTB9SSTaylor Walls440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAA1Reid DetmersStarter5.2833150004.764.571.14
currentLAA2Sam BachmanMiddle Reliever1.1000210000.002.331.11
currentLAA3Kirby YatesMiddle Reliever1.0000010000.003.681.09
currentLAA6Ryan ZeferjahnMiddle Reliever0.0000100005.961.40
currentTB1Drew RasmussenStarter6.0200170000.002.780.98
currentTB2Ian SeymourMiddle Reliever1.1211011006.752.891.07
currentTB3Bryan BakerMiddle Reliever1.0000010000.002.311.07
currentTB4Kevin KellyMiddle Reliever0.21110110013.502.810.78
simulationLAA1Reid DetmersStarter5.283315026994.764.571.14
simulationLAA2Kirby YatesMiddle Reliever1.00000103170.003.681.09
simulationLAA3Sam BachmanMiddle Reliever1.10002106210.002.331.11
simulationLAA4Ryan ZeferjahnMiddle Reliever0.00001001205.961.40
simulationTB1Drew RasmussenStarter6.020017021960.002.780.98
simulationTB2Bryan BakerMiddle Reliever1.00000103170.002.311.07
simulationTB3Ian SeymourMiddle Reliever1.12110116236.752.891.07
simulationTB4Kevin KellyMiddle Reliever0.211101131213.502.810.78
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LAAReid DetmersStarter5.238152699
LAASam BachmanMiddle Reliever1.10021621
LAAKirby YatesMiddle Reliever1.00001317
LAARyan ZeferjahnMiddle Reliever0.00010120
TBDrew RasmussenStarter6.002172196
TBIan SeymourMiddle Reliever1.11201623
TBBryan BakerMiddle Reliever1.00001317
TBKevin KellyMiddle Reliever0.21101312
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMcritical1003Player/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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260530_MIA@NYM

20260530_MIA@NYM.json • 2026-05-30

MIA 3 - NYM 1
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=64, sim=34; H: current=17, sim=7; RBI: current=7, sim=3; R: current=8, sim=3; BB: current=4, sim=1; SO: current=15, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Xavier Edwards: AB current=9 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Otto Lopez: AB current=9 box=4, H current=3 box=0, RBI current=1 box=0, R current=1 box=0; Liam Hicks: AB current=7 box=4, H current=2 box=1, RBI current=1 box=0, BB current=1 box=0; Jakob Marsee: AB current=8 box=4, RBI current=1 box=0, BB current=1 box=0, SO current=2 box=0; Leo Jiménez: AB current=5 box=4, SO current=1 box=0; Owen Caissie: AB current=6 box=3, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=3; Christopher Morel: AB current=6 box=4, 2B current=0 box=1, SO current=2 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=58, sim=31; H: current=14, sim=4; RBI: current=6, sim=1; R: current=6, sim=1; BB: current=6, sim=4; SO: current=14, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Jared Young: H current=1 box=0; Juan Soto: AB current=8 box=2, H current=2 box=1, HR current=1 box=0, RBI current=1 box=0; Bo Bichette: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Carson Benge: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Vidal Bruján: AB current=3 box=4, H current=1 box=0, BB current=1 box=0; A.J. Ewing: AB current=7 box=2, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Mark Vientos: AB current=8 box=4, RBI current=1 box=0, R current=1 box=0, SO current=2 box=1; Marcus Semien: AB current=8 box=4, HR 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.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match NYM pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match NYM pitching: 0.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match NYM pitching: 6.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=36 matches NYM BF=36.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match MIA pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match MIA pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match MIA pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match MIA pitching: 7.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=35 matches MIA BF=35.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM 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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM 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_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]: 0.547.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.547.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.453.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 3.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.655/0.862.
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: MIA 7, NYM 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 3 - NYM 1.
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': 0.5474330000000001, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'NYM', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_MIA@NYM.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_MIA@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@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: 143.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
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: 143.
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: 144.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM 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_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_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_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: MIA 2 - 1 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 3 - 1 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIA, final=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.547.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 16/55 (0.291).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 20/52 (0.385).
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 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 3-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-1, final 3-1 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA wins 3-1.
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: 16/55 = 0.291.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 20/52 = 0.385.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match NYM pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match NYM pitching: 0.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match NYM pitching: 6.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=36 matches NYM BF=36.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match MIA pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match MIA pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match MIA pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match MIA pitching: 7.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=35 matches MIA BF=35.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM 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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM 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_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]: 0.547.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.547.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.453.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 3.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.655/0.862.
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: MIA 7, NYM 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 3 - NYM 1.
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': 0.5474330000000001, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'NYM', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_MIA@NYM.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_MIA@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@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: 143.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
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: 143.
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: 144.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM 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_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_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_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: MIA 2 - 1 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 3 - 1 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIA, final=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.547.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 16/55 (0.291).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 20/52 (0.385).
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 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 3-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-1, final 3-1 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA wins 3-1.
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: 16/55 = 0.291.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 20/52 = 0.385.
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_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-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=64, sim=34; H: current=17, sim=7; RBI: current=7, sim=3; R: current=8, sim=3; BB: current=4, sim=1; SO: current=15, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Xavier Edwards: AB current=9 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Otto Lopez: AB current=9 box=4, H current=3 box=0, RBI current=1 box=0, R current=1 box=0; Liam Hicks: AB current=7 box=4, H current=2 box=1, RBI current=1 box=0, BB current=1 box=0; Jakob Marsee: AB current=8 box=4, RBI current=1 box=0, BB current=1 box=0, SO current=2 box=0; Leo Jiménez: AB current=5 box=4, SO current=1 box=0; Owen Caissie: AB current=6 box=3, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=3; Christopher Morel: AB current=6 box=4, 2B current=0 box=1, SO current=2 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=58, sim=31; H: current=14, sim=4; RBI: current=6, sim=1; R: current=6, sim=1; BB: current=6, sim=4; SO: current=14, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Jared Young: H current=1 box=0; Juan Soto: AB current=8 box=2, H current=2 box=1, HR current=1 box=0, RBI current=1 box=0; Bo Bichette: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Carson Benge: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Vidal Bruján: AB current=3 box=4, H current=1 box=0, BB current=1 box=0; A.J. Ewing: AB current=7 box=2, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Mark Vientos: AB current=8 box=4, RBI current=1 box=0, R current=1 box=0, SO current=2 box=1; Marcus Semien: AB current=8 box=4, HR 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_ml4.8133983612060553.08489990234375Base ML historical model prediction
variance_applied53Random variance applied (0.9-1.1)
enhanced_prediction210.547Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment21Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target21Capped at max 12 realistic runs
simulation_result31Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIA00030000037
NYM00000010014
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMIAbatting6417200784150000
currentMIApitching411479.0100
currentNYMbatting5814001666140000
currentNYMpitching703169.0300
simulationMIAbatting347200331601
simulationMIApitching411479.0135143
simulationNYMbatting314001114700
simulationNYMpitching703169.0336144
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIALFKyle Stowers082100111200.250
currentMIA2BXavier Edwards093100211100.333
currentMIASSOtto Lopez093000110100.333
currentMIA1BLiam Hicks072000111100.286
currentMIACFJakob Marsee082000111200.250
currentMIADHLeo Jiménez051000000100.200
currentMIARFOwen Caissie062000110300.333
currentMIA3BChristopher Morel061000000200.167
currentMIACJoe Mack061000110200.167
currentNYMDHJared Young041000000100.250
currentNYMLFJuan Soto082001111100.250
currentNYM3BBo Bichette092000111200.222
currentNYMRFCarson Benge082000111200.250
currentNYMSSVidal Bruján031000001000.333
currentNYMCFA.J. Ewing072000111300.286
currentNYM1BMark Vientos081000110200.125
currentNYM2BMarcus Semien082000111200.250
currentNYMCHayden Senger031000000100.333
simulationMIA12BXavier Edwards430000000010.000
simulationMIA21BLiam Hicks441000100100.250
simulationMIA3SSOtto Lopez440000000100.000
simulationMIA4LFKyle Stowers441000000100.250
simulationMIA5CFJakob Marsee442000100000.500
simulationMIA6DHLeo Jiménez441000000000.250
simulationMIA7RFOwen Caissie431100131000.333
simulationMIA83BChristopher Morel441100000100.250
simulationMIA9CJoe Mack440000000200.000
simulationNYM1RFCarson Benge440000000000.000
simulationNYM23BBo Bichette440000000200.000
simulationNYM3LFJuan Soto421000002100.500
simulationNYM4DHJared Young440000000100.000
simulationNYM51BMark Vientos441000000100.250
simulationNYM6CFA.J. Ewing420000002000.000
simulationNYM72BMarcus Semien442001110200.500
simulationNYM8SSVidal Bruján440000000000.000
simulationNYM9CHayden Senger330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIA1Tyler PhillipsStarter5.0200240000.001.071.25
currentMIA2Andrew NardiMiddle Reliever1.0000120000.004.761.28
currentMIA3Anthony BenderMiddle Reliever1.0100001000.003.220.94
currentMIA4Michael PetersenMiddle Reliever1.0100010000.003.801.12
currentMIA5Pete FairbanksMiddle Reliever1.0011100009.007.531.40
currentNYM1Christian ScottStarter5.0433150005.403.201.38
currentNYM2Brooks RaleyMiddle Reliever1.0100000000.001.251.20
currentNYM3Devin WilliamsMiddle Reliever1.0100000000.005.001.50
currentNYM4Huascar BrazobánMiddle Reliever1.0000000000.001.931.00
currentNYM5Luke WeaverMiddle Reliever1.0100010000.002.921.09
simulationMIA1Tyler PhillipsStarter5.020024019770.001.071.25
simulationMIA2Pete FairbanksMiddle Reliever1.00111004179.007.531.40
simulationMIA3Anthony BenderMiddle Reliever1.01000014160.003.220.94
simulationMIA4Michael PetersenMiddle Reliever1.01000104160.003.801.12
simulationMIA5Andrew NardiMiddle Reliever1.00001204170.004.761.28
simulationNYM1Christian ScottStarter5.043315020795.403.201.38
simulationNYM2Devin WilliamsMiddle Reliever1.01000004160.005.001.50
simulationNYM3Luke WeaverMiddle Reliever1.01000105180.002.921.09
simulationNYM4Brooks RaleyMiddle Reliever1.01000004160.001.251.20
simulationNYM5Huascar BrazobánMiddle Reliever1.00000003150.001.931.00
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MIATyler PhillipsStarter5.002241977
MIAAndrew NardiMiddle Reliever1.00012417
MIAAnthony BenderMiddle Reliever1.00100416
MIAMichael PetersenMiddle Reliever1.00101416
MIAPete FairbanksMiddle Reliever1.01010417
NYMChristian ScottStarter5.034152079
NYMBrooks RaleyMiddle Reliever1.00100416
NYMDevin WilliamsMiddle Reliever1.00100416
NYMHuascar BrazobánMiddle Reliever1.00000315
NYMLuke WeaverMiddle Reliever1.00101518
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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260530_MIL@HOU

20260530_MIL@HOU.json • 2026-05-30

MIL 1 - HOU 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=67, sim=35; H: current=14, sim=11; 2B: current=1, sim=3; HR: current=2, sim=1; RBI: current=9, sim=6; R: current=9, sim=6; BB: current=6, sim=2; SO: current=14, sim=4).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: AB current=6 box=4, H current=1 box=2, RBI current=1 box=2, SO current=2 box=0; Jeremy Peña: AB current=9 box=5, H current=2 box=1, RBI current=1 box=0, SO current=1 box=0; Yordan Alvarez: AB current=9 box=4, H current=2 box=1, RBI current=2 box=1, R current=2 box=1; Christian Walker: AB current=9 box=4, 2B current=0 box=1, HR current=1 box=0, BB current=1 box=0; Isaac Paredes: AB current=8 box=4, H current=2 box=1, BB current=1 box=0, SO current=1 box=2; Cam Smith: AB current=7 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Jake Meyers: AB current=7 box=2, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Braden Shewmake: AB current=6 box=4, H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=69, sim=32; H: current=16, sim=5; 2B: current=3, sim=0; 3B: current=0, sim=1; RBI: current=9, sim=1; R: current=10, sim=1; BB: current=9, sim=3; SO: current=17, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Christian Yelich: AB current=8 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Jackson Chourio: AB current=10 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Brice Turang: AB current=9 box=3, H current=2 box=1, RBI current=1 box=0, R current=2 box=0; William Contreras: AB current=9 box=4, H current=2 box=0, RBI current=2 box=0, R current=1 box=0; Andrew Vaughn: AB current=6 box=3, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Jake Bauers: AB current=8 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Joey Ortiz: AB current=6 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Garrett Mitchell: AB current=7 box=4, H current=2 box=1, 2B current=1 box=0, 3B current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 2-4, final 1-6 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match MIL pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match MIL pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match MIL pitching: 11.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match MIL pitching: 4.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=37 matches MIL BF=37.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match HOU pitching: 3.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match HOU pitching: 5.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match HOU pitching: 9.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=36 matches HOU BF=36.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU 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_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASScurrent_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]: 0.438.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.562.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.562.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 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: 0.451/0.625.
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: MIL 5, HOU 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 1 - HOU 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: HOU.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for HOU.{'winner_confidence': 0.561617, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'MIL', 'confidence': 0.527911, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_MIL@HOU.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_MIL@HOU.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@HOU.
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: 153.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
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: 159.
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: 153.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIL 2 - 4 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 1 - 6 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: HOU wins 6-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=HOU, final=HOU.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.562.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 20/51 (0.392).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 23/56 (0.411).
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: HOU wins 6-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: HOU wins 1-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: HOU 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_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 23/56 = 0.411.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 20/51 = 0.392.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match MIL pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match MIL pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match MIL pitching: 11.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match MIL pitching: 4.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=37 matches MIL BF=37.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match HOU pitching: 3.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match HOU pitching: 5.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match HOU pitching: 9.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=36 matches HOU BF=36.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU 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_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASScurrent_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]: 0.438.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.562.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.562.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 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: 0.451/0.625.
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: MIL 5, HOU 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 1 - HOU 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: HOU.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for HOU.{'winner_confidence': 0.561617, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'MIL', 'confidence': 0.527911, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_MIL@HOU.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_MIL@HOU.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@HOU.
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: 153.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
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: 159.
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: 153.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIL 2 - 4 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 1 - 6 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: HOU wins 6-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=HOU, final=HOU.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.562.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 20/51 (0.392).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 23/56 (0.411).
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: HOU wins 6-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: HOU wins 1-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: HOU 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_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 23/56 = 0.411.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 20/51 = 0.392.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=67, sim=35; H: current=14, sim=11; 2B: current=1, sim=3; HR: current=2, sim=1; RBI: current=9, sim=6; R: current=9, sim=6; BB: current=6, sim=2; SO: current=14, sim=4).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: AB current=6 box=4, H current=1 box=2, RBI current=1 box=2, SO current=2 box=0; Jeremy Peña: AB current=9 box=5, H current=2 box=1, RBI current=1 box=0, SO current=1 box=0; Yordan Alvarez: AB current=9 box=4, H current=2 box=1, RBI current=2 box=1, R current=2 box=1; Christian Walker: AB current=9 box=4, 2B current=0 box=1, HR current=1 box=0, BB current=1 box=0; Isaac Paredes: AB current=8 box=4, H current=2 box=1, BB current=1 box=0, SO current=1 box=2; Cam Smith: AB current=7 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Jake Meyers: AB current=7 box=2, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Braden Shewmake: AB current=6 box=4, H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=69, sim=32; H: current=16, sim=5; 2B: current=3, sim=0; 3B: current=0, sim=1; RBI: current=9, sim=1; R: current=10, sim=1; BB: current=9, sim=3; SO: current=17, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Christian Yelich: AB current=8 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Jackson Chourio: AB current=10 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Brice Turang: AB current=9 box=3, H current=2 box=1, RBI current=1 box=0, R current=2 box=0; William Contreras: AB current=9 box=4, H current=2 box=0, RBI current=2 box=0, R current=1 box=0; Andrew Vaughn: AB current=6 box=3, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Jake Bauers: AB current=8 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Joey Ortiz: AB current=6 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Garrett Mitchell: AB current=7 box=4, H current=2 box=1, 2B current=1 box=0, 3B current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 2-4, final 1-6 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.36159276962280276.47360897064209Base ML historical model prediction
variance_applied47Random variance applied (0.9-1.1)
enhanced_prediction240.562Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment24Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target24Capped at max 12 realistic runs
simulation_result16Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIL00000000115
HOU104001000611
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMILbatting69163009109170000
currentMILpitching1116248.0600
currentHOUbatting6714102996140000
currentHOUpitching501399.0100
simulationMILbatting325010113901
simulationMILpitching1116248.0637153
simulationHOUbatting3511301662400
simulationHOUpitching501399.0136159
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMILDHChristian Yelich082000111200.250
currentMILLFJackson Chourio0102100111300.200
currentMIL2BBrice Turang092000212300.222
currentMILCWilliam Contreras092000121100.222
currentMIL1BAndrew Vaughn062100110100.333
currentMILRFJake Bauers082000111200.250
currentMILSSJoey Ortiz061000111100.167
currentMILCFGarrett Mitchell072100111300.286
currentMIL3BDavid Hamilton061000101100.167
currentHOULFTaylor Trammell061100110200.167
currentHOUSSJeremy Peña092000110100.222
currentHOUDHYordan Alvarez092001222200.222
currentHOU1BChristian Walker092001111200.222
currentHOU3BIsaac Paredes082000111100.250
currentHOURFCam Smith072000111200.286
currentHOUCFJake Meyers071000111200.143
currentHOU2BBraden Shewmake061000000100.167
currentHOUCChristian Vázquez061000110100.167
simulationMIL1DHChristian Yelich431000000110.333
simulationMIL2LFJackson Chourio440000000200.000
simulationMIL32BBrice Turang431000001000.333
simulationMIL4CWilliam Contreras440000000000.000
simulationMIL5RFJake Bauers441000000100.250
simulationMIL61BAndrew Vaughn431000001200.333
simulationMIL7CFGarrett Mitchell441010110200.250
simulationMIL8SSJoey Ortiz430000001000.000
simulationMIL93BDavid Hamilton440000000100.000
simulationHOU1SSJeremy Peña551000100000.200
simulationHOU2DHYordan Alvarez441001110000.250
simulationHOU31BChristian Walker442100110100.500
simulationHOU4LFTaylor Trammell442100120000.500
simulationHOU53BIsaac Paredes441000110200.250
simulationHOU6RFCam Smith441000000000.250
simulationHOU72BBraden Shewmake440000000000.000
simulationHOU8CFJake Meyers420000002100.000
simulationHOU9CChristian Vázquez443100110000.750
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIL1Brandon SproatStarter4.17550110010.385.841.54
currentMIL2Aaron AshbyMiddle Reliever1.1111100006.752.001.28
currentMIL3Chad PatrickMiddle Reliever1.0200010000.002.601.22
currentMIL4Trevor MegillMiddle Reliever1.0000010000.002.701.00
currentMIL5Abner UribeMiddle Reliever0.0000100003.981.23
currentMIL6DL HallMiddle Reliever0.1100010000.002.361.24
currentHOU1Peter LambertStarter6.2200360000.003.791.17
currentHOU2Bryan KingMiddle Reliever1.1100010000.002.841.30
currentHOU3Bryan AbreuMiddle Reliever0.21110100013.506.872.02
currentHOU5Nate PearsonMiddle Reliever0.1100010000.000.001.12
simulationMIL1Brandon SproatStarter4.1755011207810.385.841.54
simulationMIL2Abner UribeMiddle Reliever0.00001001173.981.23
simulationMIL3Trevor MegillMiddle Reliever1.00000103140.002.701.00
simulationMIL4Aaron AshbyMiddle Reliever1.11111006186.752.001.28
simulationMIL5Chad PatrickMiddle Reliever1.0200010550.002.601.22
simulationMIL6DL HallMiddle Reliever0.11000102210.002.361.24
simulationHOU1Peter LambertStarter6.2200360251060.003.791.17
simulationHOU2Bryan KingMiddle Reliever1.11000105210.002.841.30
simulationHOU3Bryan AbreuMiddle Reliever0.211101031513.506.872.02
simulationHOU4Nate PearsonMiddle Reliever0.11000103170.000.001.12
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MILBrandon SproatStarter4.157012078
MILAaron AshbyMiddle Reliever1.11110618
MILChad PatrickMiddle Reliever1.0020155
MILTrevor MegillMiddle Reliever1.00001314
MILAbner UribeMiddle Reliever0.00010117
MILDL HallMiddle Reliever0.10101221
HOUPeter LambertStarter6.2023625106
HOUBryan KingMiddle Reliever1.10101521
HOUBryan AbreuMiddle Reliever0.21101315
HOUNate PearsonMiddle Reliever0.10101317
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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTinfo0000Final 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.

20260530_MIN@PIT

20260530_MIN@PIT.json • 2026-05-30

MIN 1 - PIT 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=65, sim=31; H: current=14, sim=4; HR: current=1, sim=0; RBI: current=8, sim=1; R: current=9, sim=1; BB: current=7, sim=2; SO: current=16, sim=11).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Trevor Larnach: AB current=7 box=4, 2B current=0 box=1, BB current=1 box=0, SO current=2 box=1; Kody Clemens: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Byron Buxton: AB current=10 box=4, H current=3 box=0, HR current=1 box=0, RBI current=1 box=0; Josh Bell: AB current=8 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Austin Martin: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Victor Caratini: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Orlando Arcia: AB current=5 box=3, R current=1 box=0; Luke Keaschall: AB current=8 box=2, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=67, sim=34; H: current=16, sim=10; 2B: current=1, sim=2; HR: current=2, sim=0; RBI: current=9, sim=5; R: current=11, sim=5; BB: current=8, sim=3; SO: current=18, 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: Spencer Horwitz: AB current=7 box=4, H current=2 box=0, BB current=2 box=1, SO current=1 box=0; Nick Gonzales: AB current=8 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Bryan Reynolds: AB current=8 box=4, H current=3 box=2, 2B current=1 box=0, HR current=1 box=0; Brandon Lowe: AB current=9 box=5, H current=2 box=3, 2B current=0 box=1, HR current=1 box=0; Endy Rodríguez: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Oneil Cruz: AB current=9 box=3, H current=2 box=1, R current=2 box=1, SO current=3 box=1; Jake Mangum: AB current=6 box=4, R current=1 box=0; Konnor Griffin: AB current=9 box=4, H current=2 box=1, RBI current=1 box=2, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 2-3, final 1-5 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match PIT pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match PIT pitching: 0.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match PIT pitching: 4.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match PIT pitching: 11.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=33 matches PIT BF=33.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match MIN pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match MIN pitching: 10.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match MIN pitching: 6.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=38 matches MIN BF=38.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_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_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]: 0.475.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.525.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.525.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.496/0.678.
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: MIN 4, PIT 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 1 - PIT 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PIT.{'winner_confidence': 0.525293, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'MIN', 'confidence': 0.527826, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_MIN@PIT.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_MIN@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@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: 152.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 135.
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: 152.
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: 135.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN 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: MIN 2 - 3 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 1 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.525.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 16/56 (0.286).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 12/53 (0.226).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT 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_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 16/56 = 0.286.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 12/53 = 0.226.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match PIT pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match PIT pitching: 0.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match PIT pitching: 4.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match PIT pitching: 11.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=33 matches PIT BF=33.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match MIN pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match MIN pitching: 10.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match MIN pitching: 6.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=38 matches MIN BF=38.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_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_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]: 0.475.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.525.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.525.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.496/0.678.
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: MIN 4, PIT 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 1 - PIT 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PIT.{'winner_confidence': 0.525293, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'MIN', 'confidence': 0.527826, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_MIN@PIT.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_MIN@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@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: 152.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 135.
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: 152.
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: 135.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN 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: MIN 2 - 3 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 1 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.525.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 16/56 (0.286).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 12/53 (0.226).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT 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_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 16/56 = 0.286.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 12/53 = 0.226.
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_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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=65, sim=31; H: current=14, sim=4; HR: current=1, sim=0; RBI: current=8, sim=1; R: current=9, sim=1; BB: current=7, sim=2; SO: current=16, sim=11).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Trevor Larnach: AB current=7 box=4, 2B current=0 box=1, BB current=1 box=0, SO current=2 box=1; Kody Clemens: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Byron Buxton: AB current=10 box=4, H current=3 box=0, HR current=1 box=0, RBI current=1 box=0; Josh Bell: AB current=8 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Austin Martin: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Victor Caratini: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Orlando Arcia: AB current=5 box=3, R current=1 box=0; Luke Keaschall: AB current=8 box=2, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=67, sim=34; H: current=16, sim=10; 2B: current=1, sim=2; HR: current=2, sim=0; RBI: current=9, sim=5; R: current=11, sim=5; BB: current=8, sim=3; SO: current=18, 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: Spencer Horwitz: AB current=7 box=4, H current=2 box=0, BB current=2 box=1, SO current=1 box=0; Nick Gonzales: AB current=8 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Bryan Reynolds: AB current=8 box=4, H current=3 box=2, 2B current=1 box=0, HR current=1 box=0; Brandon Lowe: AB current=9 box=5, H current=2 box=3, 2B current=0 box=1, HR current=1 box=0; Endy Rodríguez: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Oneil Cruz: AB current=9 box=3, H current=2 box=1, R current=2 box=1, SO current=3 box=1; Jake Mangum: AB current=6 box=4, R current=1 box=0; Konnor Griffin: AB current=9 box=4, H current=2 box=1, RBI current=1 box=2, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 2-3, final 1-5 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.5491671562194824.407354354858398Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction230.525Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment23Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target23Capped at max 12 realistic runs
simulation_result15Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIN00100000014
PIT001001030510
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMINbatting6514101897160000
currentMINpitching1005368.0500
currentPITbatting67161029118180000
currentPITpitching4012119.0100
simulationMINbatting3141001121100
simulationMINpitching1005368.0538152
simulationPITbatting3410200553601
simulationPITpitching4012119.0133135
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMINLFTrevor Larnach071000111200.143
currentMINCFKody Clemens071000111200.143
currentMINDHByron Buxton0103001211300.300
currentMIN1BJosh Bell082000111200.250
currentMINRFAustin Martin072000111100.286
currentMINCVictor Caratini071000011200.143
currentMIN3BOrlando Arcia051000100100.200
currentMIN2BLuke Keaschall082100111100.250
currentMINSSTristan Gray061000110200.167
currentPIT1BSpencer Horwitz072000112100.286
currentPIT3BNick Gonzales082000110200.250
currentPITRFBryan Reynolds083101222200.375
currentPIT2BBrandon Lowe092001221300.222
currentPITCEndy Rodríguez051000111200.200
currentPITCFOneil Cruz092000211300.222
currentPITLFJake Mangum061000100100.167
currentPITDHKonnor Griffin092000111300.222
currentPITSSJared Triolo061000000100.167
simulationMIN1DHByron Buxton440000000100.000
simulationMIN2LFTrevor Larnach441100110100.250
simulationMIN31BJosh Bell442000000100.500
simulationMIN4CFKody Clemens430000001300.000
simulationMIN5RFAustin Martin440000000000.000
simulationMIN6CVictor Caratini440000000200.000
simulationMIN73BOrlando Arcia331000000100.333
simulationMIN82BLuke Keaschall320000001100.000
simulationMIN9SSTristan Gray330000000100.000
simulationPIT11BSpencer Horwitz540000111000.000
simulationPIT22BBrandon Lowe553100110000.600
simulationPIT3RFBryan Reynolds442000100100.500
simulationPIT43BNick Gonzales431000000010.333
simulationPIT5CFOneil Cruz431000111100.333
simulationPIT6DHKonnor Griffin441000120200.250
simulationPIT7CEndy Rodríguez430000001100.000
simulationPIT8LFJake Mangum441000000100.250
simulationPIT9SSJared Triolo441100000000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIN1Bailey OberStarter6.0722060003.003.921.10
currentMIN3Taylor RogersMiddle Reliever1.2100000000.002.911.43
currentMIN6Yoendrys GómezMiddle Reliever0.12333000081.004.231.37
currentPIT1Mitch KellerStarter6.0311270001.503.641.07
currentPIT2Mason MontgomeryMiddle Reliever1.1000020000.002.421.03
currentPIT3Gregory SotoMiddle Reliever1.0100000000.002.050.76
currentPIT4Yohan RamírezMiddle Reliever0.2000020000.004.881.47
simulationMIN1Bailey OberStarter6.0722060261063.003.921.10
simulationMIN2Taylor RogersMiddle Reliever1.21000006240.002.911.43
simulationMIN3Yoendrys GómezMiddle Reliever0.123330062281.004.231.37
simulationPIT1Mitch KellerStarter6.031127023931.503.641.07
simulationPIT2Gregory SotoMiddle Reliever1.01000004170.002.050.76
simulationPIT3Mason MontgomeryMiddle Reliever1.10000204170.002.421.03
simulationPIT4Yohan RamírezMiddle Reliever0.2000020280.004.881.47
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MINBailey OberStarter6.0270626106
MINTaylor RogersMiddle Reliever1.20100624
MINYoendrys GómezMiddle Reliever0.13230622
PITMitch KellerStarter6.013272393
PITMason MontgomeryMiddle Reliever1.10002417
PITGregory SotoMiddle Reliever1.00100417
PITYohan RamírezMiddle Reliever0.2000228
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTinfo0000Final 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.

20260530_NYY@OAK

20260530_NYY@OAK.json • 2026-05-30

NYY 3 - OAK 2
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
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_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-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=69, sim=31; H: current=17, sim=4; 2B: current=2, sim=0; HR: current=2, sim=0; RBI: current=12, sim=3; R: current=14, sim=3; BB: current=10, sim=2; SO: current=16, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Cody Bellinger: AB current=9 box=4, H current=2 box=0, RBI current=2 box=0, R current=1 box=0; Aaron Judge: AB current=8 box=4, H current=2 box=1, HR current=1 box=0, RBI current=2 box=0; Trent Grisham: AB current=8 box=4, H current=2 box=1, R current=2 box=1, BB current=1 box=0; Ben Rice: AB current=9 box=4, H current=3 box=1, 2B current=1 box=0, HR current=1 box=0; Jazz Chisholm Jr.: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Paul Goldschmidt: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Ryan McMahon: AB current=6 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Austin Wells: AB current=7 box=3, RBI 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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=62, sim=33; H: current=15, sim=6; HR: current=0, sim=2; RBI: current=7, sim=2; R: current=6, sim=2; BB: current=7, sim=1; SO: current=17, 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-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Shea Langeliers: AB current=10 box=4, H current=3 box=0, RBI current=1 box=0, R current=1 box=0; Nick Kurtz: AB current=9 box=3, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Brent Rooker: AB current=8 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Colby Thomas: H current=1 box=0, RBI current=1 box=0; Zack Gelof: AB current=7 box=4, H current=2 box=3, HR current=0 box=1, SO current=2 box=0; Tyler Soderstrom: AB current=8 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Henry Bolte: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, BB current=1 box=0; Darell Hernaiz: AB current=6 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match OAK pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match OAK pitching: 0.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match OAK pitching: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match OAK pitching: 12.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=33 matches OAK BF=33.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match NYY pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match NYY pitching: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match NYY pitching: 7.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=35 matches NYY BF=35.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK 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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK 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_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]: 0.525.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.525.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.475.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.651/0.862.
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 4, OAK 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 3 - OAK 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': 0.525, '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': '2026-05-29', 'predicted_team': 'NYY', 'confidence': 0.5449999999999999, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_NYY@OAK.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_NYY@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@OAK.
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: 131.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
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: 131.
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: 143.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK 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_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 3 - 1 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 3 - 2 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.525.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 15/54 (0.278).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 13/54 (0.241).
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 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 3-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-1, final 3-2 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 15/54 = 0.278.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 13/54 = 0.241.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match OAK pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match OAK pitching: 0.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match OAK pitching: 4.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match OAK pitching: 12.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=33 matches OAK BF=33.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match NYY pitching: 1.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match NYY pitching: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match NYY pitching: 7.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=35 matches NYY BF=35.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK 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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK 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_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]: 0.525.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.525.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.475.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.651/0.862.
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 4, OAK 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 3 - OAK 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': 0.525, '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': '2026-05-29', 'predicted_team': 'NYY', 'confidence': 0.5449999999999999, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_NYY@OAK.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_NYY@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@OAK.
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: 131.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
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: 131.
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: 143.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK 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_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 3 - 1 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 3 - 2 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.525.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 15/54 (0.278).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 13/54 (0.241).
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 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 3-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-1, final 3-2 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 15/54 = 0.278.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 13/54 = 0.241.
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_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-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=69, sim=31; H: current=17, sim=4; 2B: current=2, sim=0; HR: current=2, sim=0; RBI: current=12, sim=3; R: current=14, sim=3; BB: current=10, sim=2; SO: current=16, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Cody Bellinger: AB current=9 box=4, H current=2 box=0, RBI current=2 box=0, R current=1 box=0; Aaron Judge: AB current=8 box=4, H current=2 box=1, HR current=1 box=0, RBI current=2 box=0; Trent Grisham: AB current=8 box=4, H current=2 box=1, R current=2 box=1, BB current=1 box=0; Ben Rice: AB current=9 box=4, H current=3 box=1, 2B current=1 box=0, HR current=1 box=0; Jazz Chisholm Jr.: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Paul Goldschmidt: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Ryan McMahon: AB current=6 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Austin Wells: AB current=7 box=3, RBI 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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=62, sim=33; H: current=15, sim=6; HR: current=0, sim=2; RBI: current=7, sim=2; R: current=6, sim=2; BB: current=7, sim=1; SO: current=17, 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-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Shea Langeliers: AB current=10 box=4, H current=3 box=0, RBI current=1 box=0, R current=1 box=0; Nick Kurtz: AB current=9 box=3, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Brent Rooker: AB current=8 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Colby Thomas: H current=1 box=0, RBI current=1 box=0; Zack Gelof: AB current=7 box=4, H current=2 box=3, HR current=0 box=1, SO current=2 box=0; Tyler Soderstrom: AB current=8 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Henry Bolte: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, BB current=1 box=0; Darell Hernaiz: AB current=6 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.61275243759155273.7947182655334473Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction310.525Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment31Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target31Capped at max 12 realistic runs
simulation_result32Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYY00003000034
OAK00000020026
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYYbatting6917202121410160000
currentNYYpitching622179.0200
currentOAKbatting6215100767170000
currentOAKpitching4032129.0300
simulationNYYbatting3140003321200
simulationNYYpitching622179.0235131
simulationOAKbatting336102221701
simulationOAKpitching4032129.0333143
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYYLFCody Bellinger092000121200.222
currentNYYRFAaron Judge082001222200.250
currentNYYCFTrent Grisham082000211100.250
currentNYYDHBen Rice093101221200.333
currentNYY2BJazz Chisholm Jr.082000111200.250
currentNYY1BPaul Goldschmidt082000211200.250
currentNYY3BRyan McMahon061000110200.167
currentNYYCAustin Wells071000111200.143
currentNYYSSAnthony Volpe062100212100.333
currentOAKCShea Langeliers0103000111200.300
currentOAK1BNick Kurtz092000112300.222
currentOAKDHBrent Rooker081000111300.125
currentOAKRFColby Thomas041000010100.250
currentOAK3BZack Gelof072000110200.286
currentOAKLFTyler Soderstrom082100111200.250
currentOAKCFHenry Bolte072000011200.286
currentOAKSSDarell Hernaiz061000101100.167
currentOAK2BAlika Williams031000000100.333
simulationNYY1CFTrent Grisham441000110100.250
simulationNYY2DHBen Rice441000120100.250
simulationNYY3RFAaron Judge441000100200.250
simulationNYY4LFCody Bellinger440000000100.000
simulationNYY52BJazz Chisholm Jr.440000000300.000
simulationNYY61BPaul Goldschmidt430000001200.000
simulationNYY73BRyan McMahon330000000100.000
simulationNYY8CAustin Wells331000000000.333
simulationNYY9SSAnthony Volpe320000001100.000
simulationOAK1RFColby Thomas440000000100.000
simulationOAK21BNick Kurtz431100001100.333
simulationOAK3CShea Langeliers440000000100.000
simulationOAK4DHBrent Rooker440000000200.000
simulationOAK5LFTyler Soderstrom430000000110.000
simulationOAK6CFHenry Bolte440000000100.000
simulationOAK73BZack Gelof443001110000.750
simulationOAK8SSDarell Hernaiz440000000000.000
simulationOAK92BAlika Williams332001110000.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYY1Ryan WeathersStarter5.2400160000.003.141.12
currentNYY2David BednarMiddle Reliever1.02220020018.004.701.57
currentNYY3Fernando CruzMiddle Reliever1.2000010000.001.901.27
currentNYY5Tim HillMiddle Reliever0.2000000000.001.270.89
currentOAK1J.T. GinnStarter5.2433270004.763.191.14
currentOAK2Hogan HarrisMiddle Reliever1.0000020000.002.701.57
currentOAK3Mark Leiter Jr.Middle Reliever1.0000020000.005.701.48
currentOAK4Scott BarlowMiddle Reliever1.1000010000.001.730.73
simulationNYY1Ryan WeathersStarter5.240016023920.003.141.12
simulationNYY2David BednarMiddle Reliever1.022200251918.004.701.57
simulationNYY3Fernando CruzMiddle Reliever1.2000010590.001.901.27
simulationNYY4Tim HillMiddle Reliever0.20000002110.001.270.89
simulationOAK1J.T. GinnStarter5.243327023964.763.191.14
simulationOAK2Hogan HarrisMiddle Reliever1.00000203140.002.701.57
simulationOAK3Mark Leiter Jr.Middle Reliever1.00000203160.005.701.48
simulationOAK4Scott BarlowMiddle Reliever1.10000104170.001.730.73
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYYRyan WeathersStarter5.204162392
NYYDavid BednarMiddle Reliever1.02200519
NYYFernando CruzMiddle Reliever1.2000159
NYYTim HillMiddle Reliever0.20000211
OAKJ.T. GinnStarter5.234272396
OAKHogan HarrisMiddle Reliever1.00002314
OAKMark Leiter Jr.Middle Reliever1.00002316
OAKScott BarlowMiddle Reliever1.10001417
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260530_PHI@LAD

20260530_PHI@LAD.json • 2026-05-30

PHI 2 - LAD 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 93INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=68, sim=34; H: current=18, sim=10; HR: current=4, sim=1; RBI: current=13, sim=6; R: current=13, sim=6; BB: current=6, sim=1; SO: current=13, sim=6).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: Mookie Betts: AB current=9 box=4, H current=2 box=0, HR current=1 box=0, RBI current=2 box=0; Andy Pages: AB current=9 box=4, H current=3 box=2, HR current=1 box=0, RBI current=2 box=1; Freddie Freeman: AB current=9 box=4, H current=3 box=0, 2B current=1 box=0, HR current=1 box=0; Shohei Ohtani: AB current=9 box=4, H current=2 box=1, 2B current=1 box=0, R current=2 box=1; Kyle Tucker: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=2 box=1; Alex Call: AB current=5 box=4, H current=1 box=2, BB current=1 box=0; Will Smith: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Miguel Rojas: AB current=6 box=4, 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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=71, sim=33; H: current=15, sim=6; 2B: current=0, sim=2; HR: current=2, sim=1; RBI: current=8, sim=2; R: current=7, sim=2; BB: current=5, sim=3; SO: current=16, sim=10).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: Brandon Marsh: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Schwarber: AB current=10 box=4, BB current=1 box=0, SO current=4 box=2; Bryce Harper: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Trea Turner: AB current=10 box=4, H current=2 box=0, HR current=1 box=0, RBI current=1 box=0; Alec Bohm: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Bryson Stott: AB current=7 box=4, H current=1 box=2, 2B current=0 box=2, RBI current=1 box=0; J.T. Realmuto: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Adolis García: AB current=7 box=4, BB current=1 box=0, SO current=2 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.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match PHI pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match PHI pitching: 10.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match PHI pitching: 6.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=35 matches PHI BF=35.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match LAD pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match LAD pitching: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match LAD pitching: 10.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=36 matches LAD BF=36.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD 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_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_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]: 0.415.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.585.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.585.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 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: 0.448/0.625.
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: PHI 6, LAD 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 2 - LAD 6.
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': 0.584933, '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': '2026-05-29', 'predicted_team': 'LAD', 'confidence': 0.528373, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_PHI@LAD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_PHI@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@LAD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 136.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 163.
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: 163.
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: 136.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI 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_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 2 - 4 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 2 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.585.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 12/56 (0.214).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 17/55 (0.309).
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 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 2-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 2-6 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD 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_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 17/55 = 0.309.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 12/56 = 0.214.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match PHI pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match PHI pitching: 10.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match PHI pitching: 6.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=35 matches PHI BF=35.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match LAD pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match LAD pitching: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match LAD pitching: 10.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=36 matches LAD BF=36.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD 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_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_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]: 0.415.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.585.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.585.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 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: 0.448/0.625.
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: PHI 6, LAD 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 2 - LAD 6.
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': 0.584933, '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': '2026-05-29', 'predicted_team': 'LAD', 'confidence': 0.528373, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_PHI@LAD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_PHI@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@LAD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 136.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 163.
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: 163.
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: 136.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI 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_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 2 - 4 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 2 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.585.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 12/56 (0.214).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 17/55 (0.309).
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 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 2-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 2-6 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD 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_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 17/55 = 0.309.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 12/56 = 0.214.
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_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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=68, sim=34; H: current=18, sim=10; HR: current=4, sim=1; RBI: current=13, sim=6; R: current=13, sim=6; BB: current=6, sim=1; SO: current=13, sim=6).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: Mookie Betts: AB current=9 box=4, H current=2 box=0, HR current=1 box=0, RBI current=2 box=0; Andy Pages: AB current=9 box=4, H current=3 box=2, HR current=1 box=0, RBI current=2 box=1; Freddie Freeman: AB current=9 box=4, H current=3 box=0, 2B current=1 box=0, HR current=1 box=0; Shohei Ohtani: AB current=9 box=4, H current=2 box=1, 2B current=1 box=0, R current=2 box=1; Kyle Tucker: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=2 box=1; Alex Call: AB current=5 box=4, H current=1 box=2, BB current=1 box=0; Will Smith: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Miguel Rojas: AB current=6 box=4, 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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=71, sim=33; H: current=15, sim=6; 2B: current=0, sim=2; HR: current=2, sim=1; RBI: current=8, sim=2; R: current=7, sim=2; BB: current=5, sim=3; SO: current=16, sim=10).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: Brandon Marsh: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Schwarber: AB current=10 box=4, BB current=1 box=0, SO current=4 box=2; Bryce Harper: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Trea Turner: AB current=10 box=4, H current=2 box=0, HR current=1 box=0, RBI current=1 box=0; Alec Bohm: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Bryson Stott: AB current=7 box=4, H current=1 box=2, 2B current=0 box=2, RBI current=1 box=0; J.T. Realmuto: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Adolis García: AB current=7 box=4, BB current=1 box=0, SO current=2 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.4202837944030765.640645503997803Base ML historical model prediction
variance_applied55Random variance applied (0.9-1.1)
enhanced_prediction240.585Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment24Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target24Capped at max 12 realistic runs
simulation_result26Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PHI00101000026
LAD040002000610
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPHIbatting7115002875160000
currentPHIpitching1016168.0600
currentLADbatting681840413136130000
currentLADpitching6123109.0200
simulationPHIbatting3362012231000
simulationPHIpitching1016168.0635136
simulationLADbatting3410401661600
simulationLADpitching6123109.0236163
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPHILFBrandon Marsh072000110200.286
currentPHIDHKyle Schwarber0102001121400.200
currentPHI1BBryce Harper082000111200.250
currentPHISSTrea Turner0102001111200.200
currentPHI3BAlec Bohm082000111100.250
currentPHI2BBryson Stott071000010100.143
currentPHICJ.T. Realmuto072000110100.286
currentPHIRFAdolis García071000001200.143
currentPHICFJustin Crawford071000100100.143
currentLADSSMookie Betts092001120100.222
currentLADCFAndy Pages093101221100.333
currentLAD1BFreddie Freeman093101221200.333
currentLADDHShohei Ohtani092101221300.222
currentLADRFKyle Tucker092100211200.222
currentLADLFAlex Call051000111100.200
currentLADCWill Smith072000111100.286
currentLAD2BMiguel Rojas062000110100.333
currentLAD3BSantiago Espinal051000110100.200
simulationPHI1DHKyle Schwarber442001120200.500
simulationPHI2SSTrea Turner440000000100.000
simulationPHI31BBryce Harper440000000100.000
simulationPHI4LFBrandon Marsh430000001100.000
simulationPHI53BAlec Bohm440000000100.000
simulationPHI62BBryson Stott442200100000.500
simulationPHI7CJ.T. Realmuto430000001100.000
simulationPHI8RFAdolis García441000000300.250
simulationPHI9CFJustin Crawford431000001000.333
simulationLAD1DHShohei Ohtani441001120000.250
simulationLAD2CFAndy Pages442100110100.500
simulationLAD31BFreddie Freeman440000000200.000
simulationLAD4SSMookie Betts440000000100.000
simulationLAD5RFKyle Tucker441100100000.250
simulationLAD6CWill Smith430000001000.000
simulationLAD72BMiguel Rojas442100100100.500
simulationLAD8LFAlex Call442000110100.500
simulationLAD93BSantiago Espinal332100120000.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPHI1Jesús LuzardoStarter5.110661310010.124.381.28
currentPHI2Brad KellerMiddle Reliever1.2000010000.003.801.18
currentPHI3Jhoan DuranMiddle Reliever1.0000020000.001.621.02
currentLAD1Roki SasakiStarter5.1422341003.384.931.42
currentLAD2Kyle HurtMiddle Reliever1.0100030000.001.060.82
currentLAD3Tanner ScottMiddle Reliever1.0000010000.001.140.59
currentLAD4Alex VesiaMiddle Reliever0.2000010000.002.370.95
currentLAD5Blake TreinenMiddle Reliever1.0100010000.001.621.08
simulationPHI1Jesús LuzardoStarter5.110661312710110.124.381.28
simulationPHI2Jhoan DuranMiddle Reliever1.00000203180.001.621.02
simulationPHI3Brad KellerMiddle Reliever1.20000105170.003.801.18
simulationLAD1Roki SasakiStarter5.1422341231033.384.931.42
simulationLAD2Tanner ScottMiddle Reliever1.00000103140.001.140.59
simulationLAD3Kyle HurtMiddle Reliever1.01000304160.001.060.82
simulationLAD4Alex VesiaMiddle Reliever0.20000102140.002.370.95
simulationLAD5Blake TreinenMiddle Reliever1.01000104160.001.621.08
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PHIJesús LuzardoStarter5.16101327101
PHIBrad KellerMiddle Reliever1.20001517
PHIJhoan DuranMiddle Reliever1.00002318
LADRoki SasakiStarter5.1243423103
LADKyle HurtMiddle Reliever1.00103416
LADTanner ScottMiddle Reliever1.00001314
LADAlex VesiaMiddle Reliever0.20001214
LADBlake TreinenMiddle Reliever1.00101416
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260530_SD@WAS

20260530_SD@WAS.json • 2026-05-30

SD 5 - WAS 1
CRITICAL

Final simulation needs review: critical box-score inconsistencies remain. Risk score: 100.

CRITICAL 1ERROR 0WARN 0PASS 90INFO 8
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
CRITICALBatting
Review the listed finding and decide whether to fix the data or downgrade the rule.
1C / 0E / 0WWAScurrent:WAS has 1 hitter line(s) violating baseball constraints.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALbattingcurrentWASBATTING_REALISMcurrent:WAS has 1 hitter line(s) violating baseball constraints.
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALbattingcurrentWASBATTING_REALISMcurrent:WAS has 1 hitter line(s) violating baseball constraints.
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_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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=67, sim=35; H: current=17, sim=8; HR: current=0, sim=3; RBI: current=8, sim=5; R: current=8, sim=5; BB: current=7, sim=3; SO: current=18, sim=9; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Gavin Sheets: AB current=7 box=4, H current=2 box=1, HR current=0 box=1; Manny Machado: AB current=8 box=4, HR current=0 box=1, BB current=1 box=0, SO current=2 box=1; Miguel Andujar: AB current=8 box=5, HR current=0 box=1; Fernando Tatis Jr.: AB current=9 box=5, H current=3 box=1, BB current=1 box=0, SO current=2 box=1; Jackson Merrill: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Xander Bogaerts: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Ramón Laureano: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Ty France: AB current=6 box=3, H current=2 box=1, 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=67, sim=31; H: current=17, sim=4; HR: current=1, sim=0; RBI: current=9, sim=1; R: current=10, sim=1; BB: current=7, sim=3; SO: current=15, sim=8; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Luis García Jr.: AB current=7 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; James Wood: AB current=10 box=3, H current=3 box=0, 2B current=1 box=0, HR current=1 box=0; Daylen Lile: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; CJ Abrams: AB current=8 box=3, H current=3 box=1, 2B current=1 box=0, RBI current=2 box=0; Drew Millas: AB current=6 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Jose Fernandez: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Dylan Crews: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, R current=0 box=1; Jorbit Vivas: AB current=5 box=4, 2B current=0 box=1, 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.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 3-2, final 5-1 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match WAS pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match WAS pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match WAS pitching: 8.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match WAS pitching: 9.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=39 matches WAS BF=39.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match SD pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match SD pitching: 0.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match SD pitching: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match SD pitching: 8.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=35 matches SD BF=35.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD 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_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASScurrent_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]: 0.537.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.537.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.463.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.655/0.862.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SD 8, WAS 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 5 - WAS 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SD.{'winner_confidence': 0.537037, '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': '2026-05-29', 'predicted_team': 'SD', 'confidence': 0.542465, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_SD@WAS.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_SD@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@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: 147.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 147.
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: 162.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: SD 3 - 2 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 5 - 1 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SD, final=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.537.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 11/54 (0.204).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 15/58 (0.259).
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: SD wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 5-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SD 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_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 11/54 = 0.204.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 15/58 = 0.259.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match WAS pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match WAS pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match WAS pitching: 8.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match WAS pitching: 9.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=39 matches WAS BF=39.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match SD pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match SD pitching: 0.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match SD pitching: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match SD pitching: 8.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=35 matches SD BF=35.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD 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_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASScurrent_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]: 0.537.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.537.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.463.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.655/0.862.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SD 8, WAS 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 5 - WAS 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SD.{'winner_confidence': 0.537037, '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': '2026-05-29', 'predicted_team': 'SD', 'confidence': 0.542465, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_SD@WAS.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_SD@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@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: 147.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 147.
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: 162.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: SD 3 - 2 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 5 - 1 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SD, final=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.537.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 11/54 (0.204).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 15/58 (0.259).
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: SD wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 5-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SD 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_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 11/54 = 0.204.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 15/58 = 0.259.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=67, sim=35; H: current=17, sim=8; HR: current=0, sim=3; RBI: current=8, sim=5; R: current=8, sim=5; BB: current=7, sim=3; SO: current=18, sim=9; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Gavin Sheets: AB current=7 box=4, H current=2 box=1, HR current=0 box=1; Manny Machado: AB current=8 box=4, HR current=0 box=1, BB current=1 box=0, SO current=2 box=1; Miguel Andujar: AB current=8 box=5, HR current=0 box=1; Fernando Tatis Jr.: AB current=9 box=5, H current=3 box=1, BB current=1 box=0, SO current=2 box=1; Jackson Merrill: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Xander Bogaerts: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Ramón Laureano: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Ty France: AB current=6 box=3, H current=2 box=1, 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=67, sim=31; H: current=17, sim=4; HR: current=1, sim=0; RBI: current=9, sim=1; R: current=10, sim=1; BB: current=7, sim=3; SO: current=15, sim=8; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Luis García Jr.: AB current=7 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; James Wood: AB current=10 box=3, H current=3 box=0, 2B current=1 box=0, HR current=1 box=0; Daylen Lile: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; CJ Abrams: AB current=8 box=3, H current=3 box=1, 2B current=1 box=0, RBI current=2 box=0; Drew Millas: AB current=6 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Jose Fernandez: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Dylan Crews: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, R current=0 box=1; Jorbit Vivas: AB current=5 box=4, 2B current=0 box=1, 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.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 3-2, final 5-1 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.2782382965087895.210517406463623Base ML historical model prediction
variance_applied56Random variance applied (0.9-1.1)
enhanced_prediction320.537Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment32Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target32Capped at max 12 realistic runs
simulation_result51Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SD01300000158
WAS00000100014
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSDbatting6717200887180000
currentSDpitching401389.0100
currentWASbatting67172019107150000
currentWASpitching835399.0500
simulationSDbatting358203553901
simulationSDpitching401389.0135147
simulationWASbatting314200113801
simulationWASpitching835399.0539162
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSDLFGavin Sheets072000111200.286
currentSD3BManny Machado081000111200.125
currentSDDHMiguel Andujar082100110200.250
currentSD2BFernando Tatis Jr.093000111200.333
currentSDCFJackson Merrill092100111200.222
currentSDSSXander Bogaerts082000111200.250
currentSDRFRamón Laureano082000111300.250
currentSD1BTy France062000110200.333
currentSDCRodolfo Durán041000001100.250
currentWAS1BLuis García Jr.072000110100.286
currentWASRFJames Wood0103101322300.300
currentWASLFDaylen Lile092000111200.222
currentWASSSCJ Abrams083100121200.375
currentWASCDrew Millas061000101100.167
currentWASDHJose Fernandez072000110200.286
currentWASCFDylan Crews082000010100.250
currentWAS3BJorbit Vivas051000101100.200
currentWAS2BNasim Nuñez071000111200.143
simulationSD12BFernando Tatis Jr.551000110100.200
simulationSD2LFGavin Sheets541001111200.250
simulationSD3DHMiguel Andujar552101110200.400
simulationSD43BManny Machado441001110100.250
simulationSD5CFJackson Merrill430000001100.000
simulationSD6SSXander Bogaerts430000000110.000
simulationSD71BTy France431100001000.333
simulationSD8RFRamón Laureano440000000100.000
simulationSD9CRodolfo Durán442000110000.500
simulationWAS1RFJames Wood430000001100.000
simulationWAS21BLuis García Jr.431000000010.333
simulationWAS3LFDaylen Lile440000000200.000
simulationWAS4SSCJ Abrams431000001100.333
simulationWAS5DHJose Fernandez440000000100.000
simulationWAS63BJorbit Vivas441100000000.250
simulationWAS7CFDylan Crews441100110200.250
simulationWAS8CDrew Millas440000000000.000
simulationWAS92BNasim Nuñez320000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSD1Michael KingStarter5.2411360001.592.761.15
currentSD2Adrian MorejonMiddle Reliever1.1000010000.003.991.06
currentSD3Jason AdamMiddle Reliever1.0000000000.000.951.00
currentSD4Mason MillerMiddle Reliever1.0000010000.000.720.84
currentWAS1Foster GriffinStarter5.2544233006.353.631.13
currentWAS2Clayton BeeterMiddle Reliever1.1000020000.002.701.20
currentWAS3Gus VarlandMiddle Reliever1.0100020000.003.801.41
currentWAS5Richard LoveladyMiddle Reliever1.0211120009.002.701.71
simulationSD1Michael KingStarter5.241136024951.592.761.15
simulationSD2Mason MillerMiddle Reliever1.00000103210.000.720.84
simulationSD3Jason AdamMiddle Reliever1.00000004140.000.951.00
simulationSD4Adrian MorejonMiddle Reliever1.10000104170.003.991.06
simulationWAS1Foster GriffinStarter5.2544233251056.353.631.13
simulationWAS2Gus VarlandMiddle Reliever1.01000204160.003.801.41
simulationWAS3Clayton BeeterMiddle Reliever1.10000204180.002.701.20
simulationWAS4Richard LoveladyMiddle Reliever1.02111206239.002.701.71
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SDMichael KingStarter5.214362495
SDAdrian MorejonMiddle Reliever1.10001417
SDJason AdamMiddle Reliever1.00000414
SDMason MillerMiddle Reliever1.00001321
WASFoster GriffinStarter5.2452325105
WASClayton BeeterMiddle Reliever1.10002418
WASGus VarlandMiddle Reliever1.00102416
WASRichard LoveladyMiddle Reliever1.01212623
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMcritical1003Player/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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTinfo0000Final 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.

20260530_SF@COL

20260530_SF@COL.json • 2026-05-30

SF 4 - COL 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=62, sim=35; H: current=15, sim=8; 2B: current=1, sim=4; RBI: current=8, sim=3; R: current=7, sim=3; BB: current=6, sim=0; SO: current=18, 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-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Willi Castro: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jake McCarthy: AB current=6 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; TJ Rumfield: AB current=8 box=4, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Hunter Goodman: AB current=9 box=4, H current=2 box=1, 2B current=0 box=1, HR current=1 box=0; Troy Johnston: AB current=7 box=4, HR current=0 box=1, BB current=1 box=0, SO current=2 box=0; Sterlin Thompson: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Ezequiel Tovar: AB current=8 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Edouard Julien: AB current=6 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=69, sim=36; H: current=17, sim=9; 2B: current=3, sim=1; HR: current=1, sim=2; RBI: current=7, sim=4; R: current=8, sim=4; SO: current=16, sim=5).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: Luis Arraez: AB current=9 box=5, H current=3 box=1, SO current=2 box=1; Rafael Devers: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Casey Schmitt: AB current=9 box=5, 2B current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Willy Adames: AB current=10 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Jung Hoo Lee: AB current=8 box=4, H current=3 box=2, SO current=1 box=0; Matt Chapman: AB current=8 box=4, H current=2 box=1, HR current=0 box=1, BB current=1 box=0; Bryce Eldridge: AB current=5 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Eric Haase: AB current=5 box=4, 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.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match SF pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match SF pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match SF pitching: 8.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match SF pitching: 10.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=36 matches SF BF=36.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match COL pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match COL pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match COL pitching: 9.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match COL pitching: 5.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=39 matches COL BF=39.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCOLCURRENT_LINEUP_SHAPECOL current lineup has 9 expected positions.
PASScurrent_payloadcurrentCOLCURRENT_MODEL_ZERO_FALLBACKCOL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCOLCURRENT_NAMES_PRESENTCOL current hitter names are populated.
PASScurrent_payloadcurrentCOLCURRENT_PREDICTIONS_MATCH_FINALIZEDCOL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.562.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.562.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.438.
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: 0.448/0.625.
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: SF 9, COL 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SF 4 - COL 3.
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': 0.5621160000000001, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'COL', 'confidence': 0.512963, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_SF@COL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_SF@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SF@COL.
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: 143.
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: 143.
PASSpitch_countsimulationSFPITCH_COUNT_PITCHER_MATCHSF pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSFPITCH_COUNT_TOTAL_MATCHSF pitch_count_summary total, row sum, and pitching total all match: 149.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SF 4 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SF 4 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SF wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SF, final=SF.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.562.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/53 (0.170).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/55 (0.127).
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 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SF wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SF wins 4-3.
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: 7/55 = 0.127.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 9/53 = 0.170.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match SF pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match SF pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match SF pitching: 8.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match SF pitching: 10.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=36 matches SF BF=36.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match COL pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match COL pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match COL pitching: 9.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match COL pitching: 5.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=39 matches COL BF=39.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCOLCURRENT_LINEUP_SHAPECOL current lineup has 9 expected positions.
PASScurrent_payloadcurrentCOLCURRENT_MODEL_ZERO_FALLBACKCOL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCOLCURRENT_NAMES_PRESENTCOL current hitter names are populated.
PASScurrent_payloadcurrentCOLCURRENT_PREDICTIONS_MATCH_FINALIZEDCOL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.562.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.562.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.438.
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: 0.448/0.625.
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: SF 9, COL 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SF 4 - COL 3.
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': 0.5621160000000001, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'COL', 'confidence': 0.512963, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_SF@COL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_SF@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SF@COL.
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: 143.
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: 143.
PASSpitch_countsimulationSFPITCH_COUNT_PITCHER_MATCHSF pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSFPITCH_COUNT_TOTAL_MATCHSF pitch_count_summary total, row sum, and pitching total all match: 149.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SF 4 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SF 4 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SF wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SF, final=SF.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.562.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/53 (0.170).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/55 (0.127).
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 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SF wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SF wins 4-3.
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: 7/55 = 0.127.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 9/53 = 0.170.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=62, sim=35; H: current=15, sim=8; 2B: current=1, sim=4; RBI: current=8, sim=3; R: current=7, sim=3; BB: current=6, sim=0; SO: current=18, 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-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Willi Castro: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jake McCarthy: AB current=6 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; TJ Rumfield: AB current=8 box=4, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Hunter Goodman: AB current=9 box=4, H current=2 box=1, 2B current=0 box=1, HR current=1 box=0; Troy Johnston: AB current=7 box=4, HR current=0 box=1, BB current=1 box=0, SO current=2 box=0; Sterlin Thompson: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Ezequiel Tovar: AB current=8 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Edouard Julien: AB current=6 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=69, sim=36; H: current=17, sim=9; 2B: current=3, sim=1; HR: current=1, sim=2; RBI: current=7, sim=4; R: current=8, sim=4; SO: current=16, sim=5).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: Luis Arraez: AB current=9 box=5, H current=3 box=1, SO current=2 box=1; Rafael Devers: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Casey Schmitt: AB current=9 box=5, 2B current=1 box=0, HR current=1 box=0, RBI current=1 box=0; Willy Adames: AB current=10 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Jung Hoo Lee: AB current=8 box=4, H current=3 box=2, SO current=1 box=0; Matt Chapman: AB current=8 box=4, H current=2 box=1, HR current=0 box=1, BB current=1 box=0; Bryce Eldridge: AB current=5 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Eric Haase: AB current=5 box=4, 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_ml6.4650158882141115.155918598175049Base ML historical model prediction
variance_applied65Random variance applied (0.9-1.1)
enhanced_prediction430.562Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target43Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SF01300000049
COL10000100138
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSFbatting6917301783160000
currentSFpitching8130109.0300
currentCOLbatting6215101876180000
currentCOLpitching924359.0400
simulationSFbatting369102443500
simulationSFpitching8130109.0336149
simulationCOLbatting3584013301001
simulationCOLpitching924359.0439143
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSF2BLuis Arraez093000110200.333
currentSF1BRafael Devers092100111300.222
currentSFLFCasey Schmitt092101110200.222
currentSFSSWilly Adames0102100110300.200
currentSFRFJung Hoo Lee083000110100.375
currentSF3BMatt Chapman082000111200.250
currentSFDHBryce Eldridge051000001100.200
currentSFCEric Haase051000110100.200
currentSFCFDrew Gilbert061000100100.167
currentCOL3BWilli Castro082000111300.250
currentCOLCFJake McCarthy062000110200.333
currentCOL1BTJ Rumfield082000111200.250
currentCOLDHHunter Goodman092001111300.222
currentCOLRFTroy Johnston072100111200.286
currentCOLLFSterlin Thompson041000000100.250
currentCOLSSEzequiel Tovar082000111200.250
currentCOL2BEdouard Julien061000111200.167
currentCOLCBrett Sullivan061000010100.167
simulationSF1SSWilly Adames531100002000.333
simulationSF22BLuis Arraez551000110100.200
simulationSF3LFCasey Schmitt552000000000.400
simulationSF41BRafael Devers430000001000.000
simulationSF5RFJung Hoo Lee442000110000.500
simulationSF63BMatt Chapman441001110000.250
simulationSF7DHBryce Eldridge440000000200.000
simulationSF8CEric Haase440000000100.000
simulationSF9CFDrew Gilbert442001110100.500
simulationCOL1CFJake McCarthy440000000100.000
simulationCOL21BTJ Rumfield442100000100.500
simulationCOL3DHHunter Goodman441100110100.250
simulationCOL43BWilli Castro440000000300.000
simulationCOL5RFTroy Johnston442101110000.500
simulationCOL6SSEzequiel Tovar431000000210.333
simulationCOL7LFSterlin Thompson441100110100.250
simulationCOL82BEdouard Julien440000000100.000
simulationCOL9CBrett Sullivan441000000000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSF1Adrian HouserStarter5.0633071005.405.301.48
currentSF2Caleb KilianMiddle Reliever1.2000010000.003.961.16
currentSF3Erik MillerMiddle Reliever1.0200010000.004.411.41
currentSF4Keaton WinnMiddle Reliever1.1000010000.002.450.90
currentCOL1Ryan FeltnerStarter4.0944122009.006.301.50
currentCOL2Antonio SenzatelaMiddle Reliever1.2000110000.001.360.85
currentCOL3Brennan BernardinoMiddle Reliever1.0000110000.004.031.21
currentCOL4Jaden HillMiddle Reliever1.1000010000.002.611.35
currentCOL5Juan MejiaMiddle Reliever1.0000000000.005.131.63
simulationSF1Adrian HouserStarter5.063307122925.405.301.48
simulationSF2Caleb KilianMiddle Reliever1.20000105210.003.961.16
simulationSF3Keaton WinnMiddle Reliever1.10000104170.002.450.90
simulationSF4Erik MillerMiddle Reliever1.02000105190.004.411.41
simulationCOL1Ryan FeltnerStarter4.094412222819.006.301.50
simulationCOL2Antonio SenzatelaMiddle Reliever1.2000110670.001.360.85
simulationCOL3Juan MejiaMiddle Reliever1.00000003210.005.131.63
simulationCOL4Jaden HillMiddle Reliever1.10000104170.002.611.35
simulationCOL5Brennan BernardinoMiddle Reliever1.00001104170.004.031.21
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SFAdrian HouserStarter5.036072292
SFCaleb KilianMiddle Reliever1.20001521
SFErik MillerMiddle Reliever1.00201519
SFKeaton WinnMiddle Reliever1.10001417
COLRyan FeltnerStarter4.049122281
COLAntonio SenzatelaMiddle Reliever1.2001167
COLBrennan BernardinoMiddle Reliever1.00011417
COLJaden HillMiddle Reliever1.10001417
COLJuan MejiaMiddle Reliever1.00000321
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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260530_TOR@BAL

20260530_TOR@BAL.json • 2026-05-30

TOR 4 - BAL 0
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 91INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=70, sim=32; H: current=17, sim=5; 2B: current=2, sim=3; HR: current=2, sim=0; RBI: current=10, sim=0; R: current=9, sim=0; BB: current=8, sim=3; SO: current=17, sim=11).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: Adley Rutschman: AB current=9 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Gunnar Henderson: AB current=10 box=3, H current=2 box=0, HR current=1 box=0, RBI current=1 box=0; Pete Alonso: AB current=9 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Taylor Ward: AB current=9 box=4, H current=3 box=2, 2B current=1 box=2, RBI current=1 box=0; Coby Mayo: AB current=6 box=4, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Leody Taveras: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jackson Holliday: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Samuel Basallo: AB current=7 box=4, H current=2 box=0, HR current=1 box=0, RBI current=2 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=66, sim=34; H: current=17, sim=7; 2B: current=3, sim=2; RBI: current=8, sim=4; R: current=8, sim=4; BB: current=4, sim=3; SO: current=14, sim=5; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: George Springer: AB current=9 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Daulton Varsho: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=2; Nathan Lukes: AB current=6 box=5, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Kazuma Okamoto: AB current=8 box=3, H current=2 box=1, RBI current=1 box=2, SO current=3 box=0; Vladimir Guerrero Jr.: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jesús Sánchez: AB current=6 box=4, H current=2 box=1, RBI current=1 box=0, SO current=2 box=1; Ernie Clement: AB current=8 box=3, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Andrés Giménez: AB current=8 box=4, H current=2 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.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 2-1, final 4-0 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match TOR pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match TOR pitching: 5.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match TOR pitching: 11.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=35 matches TOR BF=35.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 0.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match BAL pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match BAL pitching: 7.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match BAL pitching: 5.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=38 matches BAL BF=38.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBALCURRENT_LINEUP_SHAPEBAL current lineup has 9 expected positions.
PASScurrent_payloadcurrentBALCURRENT_MODEL_ZERO_FALLBACKBAL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBALCURRENT_NAMES_PRESENTBAL current hitter names are populated.
PASScurrent_payloadcurrentBALCURRENT_PREDICTIONS_MATCH_FINALIZEDBAL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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]: 0.558.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.558.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.442.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 3.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.655/0.862.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 7, BAL 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 4 - BAL 0.
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': 0.557713, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'TOR', 'confidence': 0.542465, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_TOR@BAL.json'}, {'date': '2026-05-28', 'predicted_team': 'TOR', 'confidence': 0.5449999999999999, 'actual_winner': None, 'actual_margin': 0, 'file': '20260528_TOR@BAL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_TOR@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@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: 146.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 157.
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: 146.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 2 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 4 - 0 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TOR wins 4-0.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TOR, final=TOR.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.558.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 15/57 (0.263).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 10/56 (0.179).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TOR wins 4-0.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TOR wins 4-0.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-0.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TOR wins 4-0.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 10/56 = 0.179.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 15/57 = 0.263.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match TOR pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match TOR pitching: 5.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match TOR pitching: 11.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=35 matches TOR BF=35.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 0.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match BAL pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match BAL pitching: 7.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match BAL pitching: 5.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=38 matches BAL BF=38.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBALCURRENT_LINEUP_SHAPEBAL current lineup has 9 expected positions.
PASScurrent_payloadcurrentBALCURRENT_MODEL_ZERO_FALLBACKBAL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBALCURRENT_NAMES_PRESENTBAL current hitter names are populated.
PASScurrent_payloadcurrentBALCURRENT_PREDICTIONS_MATCH_FINALIZEDBAL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_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]: 0.558.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.558.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.442.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 3.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.655/0.862.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 7, BAL 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 4 - BAL 0.
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': 0.557713, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-29', 'predicted_team': 'TOR', 'confidence': 0.542465, 'actual_winner': None, 'actual_margin': 0, 'file': '20260529_TOR@BAL.json'}, {'date': '2026-05-28', 'predicted_team': 'TOR', 'confidence': 0.5449999999999999, 'actual_winner': None, 'actual_margin': 0, 'file': '20260528_TOR@BAL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-30.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260530_TOR@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@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: 146.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 157.
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: 146.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 2 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 4 - 0 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TOR wins 4-0.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TOR, final=TOR.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.558.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 15/57 (0.263).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 10/56 (0.179).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TOR wins 4-0.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TOR wins 4-0.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-0.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TOR wins 4-0.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 10/56 = 0.179.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 15/57 = 0.263.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=70, sim=32; H: current=17, sim=5; 2B: current=2, sim=3; HR: current=2, sim=0; RBI: current=10, sim=0; R: current=9, sim=0; BB: current=8, sim=3; SO: current=17, sim=11).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: Adley Rutschman: AB current=9 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Gunnar Henderson: AB current=10 box=3, H current=2 box=0, HR current=1 box=0, RBI current=1 box=0; Pete Alonso: AB current=9 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Taylor Ward: AB current=9 box=4, H current=3 box=2, 2B current=1 box=2, RBI current=1 box=0; Coby Mayo: AB current=6 box=4, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Leody Taveras: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jackson Holliday: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Samuel Basallo: AB current=7 box=4, H current=2 box=0, HR current=1 box=0, RBI current=2 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=66, sim=34; H: current=17, sim=7; 2B: current=3, sim=2; RBI: current=8, sim=4; R: current=8, sim=4; BB: current=4, sim=3; SO: current=14, sim=5; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: George Springer: AB current=9 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Daulton Varsho: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=2; Nathan Lukes: AB current=6 box=5, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Kazuma Okamoto: AB current=8 box=3, H current=2 box=1, RBI current=1 box=2, SO current=3 box=0; Vladimir Guerrero Jr.: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jesús Sánchez: AB current=6 box=4, H current=2 box=1, RBI current=1 box=0, SO current=2 box=1; Ernie Clement: AB current=8 box=3, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Andrés Giménez: AB current=8 box=4, H current=2 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.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 2-1, final 4-0 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.3694181442260742.8947625160217285Base ML historical model prediction
variance_applied63Random variance applied (0.9-1.1)
enhanced_prediction210.558Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment21Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target21Capped at max 12 realistic runs
simulation_result40Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TOR00202000047
BAL00000000005
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTORbatting6617301884140000
currentTORpitching5003119.0000
currentBALbatting70172021098170000
currentBALpitching714359.0400
simulationTORbatting347201443501
simulationTORpitching5003119.0035146
simulationBALbatting3253000031100
simulationBALpitching714359.0438157
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTORDHGeorge Springer092100111200.222
currentTORCFDaulton Varsho082000111200.250
currentTORLFNathan Lukes062100010100.333
currentTOR3BKazuma Okamoto082001111300.250
currentTOR1BVladimir Guerrero Jr.082000111100.250
currentTORRFJesús Sánchez062000110200.333
currentTOR2BErnie Clement082100110100.250
currentTORSSAndrés Giménez082000110100.250
currentTORCTyler Heineman051000100100.200
currentBALCAdley Rutschman092100111100.222
currentBALSSGunnar Henderson0102001111300.200
currentBAL1BPete Alonso092000111200.222
currentBALLFTaylor Ward093100112200.333
currentBAL3BCoby Mayo061000111200.167
currentBALCFLeody Taveras072000111200.286
currentBAL2BJackson Holliday051000110100.200
currentBALDHSamuel Basallo072001121200.286
currentBALRFJeremiah Jackson082000110200.250
simulationTOR1DHGeorge Springer540000001000.000
simulationTOR2LFNathan Lukes552100100000.400
simulationTOR31BVladimir Guerrero Jr.430000001000.000
simulationTOR4CFDaulton Varsho441100120200.250
simulationTOR53BKazuma Okamoto431001121000.333
simulationTOR6RFJesús Sánchez441000100100.250
simulationTOR72BErnie Clement431000000010.333
simulationTOR8SSAndrés Giménez440000000100.000
simulationTOR9CTyler Heineman441000000100.250
simulationBAL1LFTaylor Ward442200000000.500
simulationBAL2SSGunnar Henderson430000001100.000
simulationBAL3CAdley Rutschman440000000300.000
simulationBAL41BPete Alonso442000000000.500
simulationBAL5DHSamuel Basallo440000000200.000
simulationBAL63BCoby Mayo441100000100.250
simulationBAL7CFLeody Taveras430000001100.000
simulationBAL82BJackson Holliday430000001100.000
simulationBAL9RFJeremiah Jackson330000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTOR1Trey YesavageStarter5.1300260000.002.251.06
currentTOR2Louis VarlandMiddle Reliever1.1000010000.000.301.07
currentTOR3Jeff HoffmanMiddle Reliever1.0000020000.004.621.58
currentTOR4Tyler RogersMiddle Reliever1.1200120000.002.451.17
currentBAL1Brandon YoungStarter5.0744241007.203.471.40
currentBAL2Tyler WellsMiddle Reliever1.1000000000.003.081.10
currentBAL3Anthony NunezMiddle Reliever1.0000000000.004.051.12
currentBAL4Rico GarciaMiddle Reliever1.0000110000.000.740.66
currentBAL5Yennier CanoMiddle Reliever0.2000000000.002.290.66
simulationTOR1Trey YesavageStarter5.130026021870.002.251.06
simulationTOR2Louis VarlandMiddle Reliever1.10000104200.000.301.07
simulationTOR3Jeff HoffmanMiddle Reliever1.00000203180.004.621.58
simulationTOR4Tyler RogersMiddle Reliever1.12001207210.002.451.17
simulationBAL1Brandon YoungStarter5.074424124927.203.471.40
simulationBAL2Rico GarciaMiddle Reliever1.00001104170.000.740.66
simulationBAL3Anthony NunezMiddle Reliever1.00000003180.004.051.12
simulationBAL4Yennier CanoMiddle Reliever0.20000003120.002.290.66
simulationBAL5Tyler WellsMiddle Reliever1.10000004180.003.081.10
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TORTrey YesavageStarter5.103262187
TORLouis VarlandMiddle Reliever1.10001420
TORJeff HoffmanMiddle Reliever1.00002318
TORTyler RogersMiddle Reliever1.10212721
BALBrandon YoungStarter5.047242492
BALTyler WellsMiddle Reliever1.10000418
BALAnthony NunezMiddle Reliever1.00000318
BALRico GarciaMiddle Reliever1.00011417
BALYennier CanoMiddle Reliever0.20000312
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_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTinfo0000Final 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.