MLB JSON Audit Report

Generated 2026-05-05 22:32:10. 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
1445Pass
45Info

20260505_ATL@SEA

20260505_ATL@SEA.json • 2026-05-05

ATL 5 - SEA 2
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 3

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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match SEA pitching: 5.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match SEA pitching: 10.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match SEA pitching: 8.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=42 matches SEA BF=42.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match ATL pitching: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match ATL pitching: 0.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match ATL pitching: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match ATL pitching: 4.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=38 matches ATL BF=38.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL 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_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_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines mirror simulation box score.
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]: 0.662.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.662.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.338.
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: 0.400/0.900.
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 10, SEA 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 5 - SEA 2.
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': 0.6615103043084649, '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': '2026-05-04', 'predicted_team': 'ATL', 'confidence': 0.6837128726111721, 'actual_winner': None, 'actual_margin': 0, 'file': '20260504_ATL@SEA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_ATL@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@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: 176.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 168.
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: 176.
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: 168.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA 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_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_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_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: ATL 5 - 2 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 5 - 2 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.662.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ATL wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 12/36 = 0.333.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 8/36 = 0.222.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match SEA pitching: 5.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match SEA pitching: 10.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match SEA pitching: 8.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=42 matches SEA BF=42.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match ATL pitching: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match ATL pitching: 0.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match ATL pitching: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match ATL pitching: 4.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=38 matches ATL BF=38.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL 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_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_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines mirror simulation box score.
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]: 0.662.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.662.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.338.
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: 0.400/0.900.
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 10, SEA 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 5 - SEA 2.
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': 0.6615103043084649, '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': '2026-05-04', 'predicted_team': 'ATL', 'confidence': 0.6837128726111721, 'actual_winner': None, 'actual_margin': 0, 'file': '20260504_ATL@SEA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_ATL@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@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: 176.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 168.
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: 176.
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: 168.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA 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_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_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_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: ATL 5 - 2 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 5 - 2 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.662.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ATL wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 12/36 = 0.333.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 8/36 = 0.222.
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.8517198562622074.465967655181885Base ML historical model prediction
variance_applied55Random variance applied (0.9-1.1)
enhanced_prediction420.662Enhanced ML with recent form, H2H, low-score analysis
capped_target42Capped at max 12 realistic runs
simulation_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ATL000000500510
SEA00000010124
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentATLbatting371010155580000
currentATLpitching402649.0200
currentSEAbatting31410022640100
currentSEApitching1015589.0500
simulationATLbatting3710101555800
simulationATLpitching402649.0238176
simulationSEAbatting314100226401
simulationSEApitching1015589.0542168
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentATL2BOzzie Albies551100000300.200
currentATLSSJorge Mateo440000000000.000
currentATLRFMike Yastrzemski431000001000.333
currentATLDHDominic Smith441001130100.250
currentATLCDrake Baldwin541000101100.250
currentATL1BMatt Olson541000001000.250
currentATL3BAustin Riley551000110100.200
currentATLCFMauricio Dubón532000102000.667
currentATLLFMichael Harris II552000110200.400
currentSEADHCal Raleigh550000000100.000
currentSEASSJ.P. Crawford550000000100.000
currentSEALFRandy Arozarena420000001010.000
currentSEARFLuke Raley420000002000.000
currentSEA2BCole Young441000000000.250
currentSEACFJulio Rodríguez440000000000.000
currentSEA1BJosh Naylor441100100100.250
currentSEA3BLeo Rivas442000120100.500
currentSEACMitch Garver410000003000.000
simulationATL1CDrake Baldwin541000101100.250
simulationATL22BOzzie Albies551100000300.200
simulationATL31BMatt Olson541000001000.250
simulationATL4LFMichael Harris II552000110200.400
simulationATL5CFMauricio Dubón532000102000.667
simulationATL63BAustin Riley551000110100.200
simulationATL7DHDominic Smith441001130100.250
simulationATL8RFMike Yastrzemski431000001000.333
simulationATL9SSJorge Mateo440000000000.000
simulationSEA1SSJ.P. Crawford550000000100.000
simulationSEA2DHCal Raleigh550000000100.000
simulationSEA3CFJulio Rodríguez440000000000.000
simulationSEA41BJosh Naylor441100100100.250
simulationSEA5LFRandy Arozarena420000001010.000
simulationSEA6RFLuke Raley420000002000.000
simulationSEA72BCole Young441000000000.250
simulationSEA8CMitch Garver410000003000.000
simulationSEA93BLeo Rivas442000120100.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentATL1Bryce ElderStarter5.0100230000.001.881.05
currentATL2Aaron BummerMiddle Reliever1.0111200009.005.251.67
currentATL3Didier FuentesMiddle Reliever1.0211200009.004.221.12
currentATL4Reynaldo LópezMiddle Reliever1.0000000000.003.281.34
currentATL5Tyler KinleyMiddle Reliever1.0000010000.002.811.19
currentSEA1George KirbyStarter6.0722240003.003.001.13
currentSEA2Andrés MuñozMiddle Reliever1.03333110027.005.141.36
currentSEA4Eduard BazardoMiddle Reliever1.0000020000.001.151.02
currentSEA5Jose A. FerrerMiddle Reliever1.0000010000.002.121.47
simulationATL1Bryce ElderStarter5.010023019840.001.881.05
simulationATL2Tyler KinleyMiddle Reliever1.00000103140.002.811.19
simulationATL3Aaron BummerMiddle Reliever1.01112006289.005.251.67
simulationATL4Reynaldo LópezMiddle Reliever1.00000003110.003.281.34
simulationATL5Didier FuentesMiddle Reliever1.02112007399.004.221.12
simulationSEA1George KirbyStarter6.0722240271033.003.001.13
simulationSEA2Andrés MuñozMiddle Reliever1.033331194127.005.141.36
simulationSEA3Jose A. FerrerMiddle Reliever1.00000103110.002.121.47
simulationSEA4Eduard BazardoMiddle Reliever1.00000203130.001.151.02
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ATLBryce ElderStarter5.001231984
ATLTyler KinleyMiddle Reliever1.00001314
ATLAaron BummerMiddle Reliever1.01120628
ATLReynaldo LópezMiddle Reliever1.00000311
ATLDidier FuentesMiddle Reliever1.01220739
SEAGeorge KirbyStarter6.0272427103
SEAAndrés MuñozMiddle Reliever1.03331941
SEAJose A. FerrerMiddle Reliever1.00001311
SEAEduard BazardoMiddle Reliever1.00002313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_BAL@MIA

20260505_BAL@MIA.json • 2026-05-05

BAL 3 - MIA 7
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 97INFO 3

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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match MIA pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match MIA pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match MIA pitching: 5.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match MIA pitching: 9.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=33 matches MIA BF=33.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match BAL pitching: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match BAL pitching: 11.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match BAL pitching: 9.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=40 matches BAL BF=40.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_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_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines mirror simulation box score.
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]: 0.293.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.707.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.707.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BAL 5, MIA 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 3 - MIA 7.
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': 0.7069076360316886, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_BAL@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@MIA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
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: 175.
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: 137.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BAL 3 - 7 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 3 - 7 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 7-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIA, final=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.707.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIA wins 7-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 3-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-7, final 3-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA wins 7-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 7/35 = 0.200.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 11/35 = 0.314.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match MIA pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match MIA pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match MIA pitching: 5.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match MIA pitching: 9.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=33 matches MIA BF=33.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match BAL pitching: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match BAL pitching: 11.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match BAL pitching: 9.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=40 matches BAL BF=40.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_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_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines mirror simulation box score.
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]: 0.293.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.707.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.707.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BAL 5, MIA 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 3 - MIA 7.
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': 0.7069076360316886, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_BAL@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@MIA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 137.
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: 175.
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: 137.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BAL 3 - 7 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 3 - 7 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 7-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIA, final=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.707.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIA wins 7-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 3-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-7, final 3-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA wins 7-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 7/35 = 0.200.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 11/35 = 0.314.
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.73844218254089365.865577697753906Base ML historical model prediction
variance_applied46Random variance applied (0.9-1.1)
enhanced_prediction350.707Enhanced ML with recent form, H2H, low-score analysis
capped_target35Capped at max 12 realistic runs
simulation_result37Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BAL10002000035
MIA124000000711
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBALbatting32500233190000
currentBALpitching1117498.0700
currentMIAbatting351120177490100
currentMIApitching523199.0300
simulationBALbatting325002331900
simulationBALpitching1117498.0740175
simulationMIAbatting3511201774901
simulationMIApitching523199.0333137
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBAL3BCoby Mayo331001120100.333
currentBALLFTaylor Ward441000000000.250
currentBALDHDylan Beavers441001110100.250
currentBALSSGunnar Henderson440000000100.000
currentBALRFColton Cowser332000100000.667
currentBAL2BBlaze Alexander330000000100.000
currentBAL1BPete Alonso430000001100.000
currentBALCSamuel Basallo440000000200.000
currentBALCFLeody Taveras440000000200.000
currentMIADHConnor Norby443000110000.750
currentMIACFJakob Marsee441000100200.250
currentMIACJoe Mack430000001200.000
currentMIARFOwen Caissie440000000200.000
currentMIA2BXavier Edwards532001131110.667
currentMIASSOtto Lopez551000100000.200
currentMIA3BGraham Pauley431000111100.333
currentMIA1BLiam Hicks541000121100.250
currentMIALFKyle Stowers552200100000.400
simulationBAL1SSGunnar Henderson440000000100.000
simulationBAL2LFTaylor Ward441000000000.250
simulationBAL3DHDylan Beavers441001110100.250
simulationBAL41BPete Alonso430000001100.000
simulationBAL5CSamuel Basallo440000000200.000
simulationBAL6CFLeody Taveras440000000200.000
simulationBAL7RFColton Cowser332000100000.667
simulationBAL83BCoby Mayo331001120100.333
simulationBAL92BBlaze Alexander330000000100.000
simulationMIA12BXavier Edwards532001131110.667
simulationMIA21BLiam Hicks541000121100.250
simulationMIA3SSOtto Lopez551000100000.200
simulationMIA4LFKyle Stowers552200100000.400
simulationMIA5CFJakob Marsee441000100200.250
simulationMIA6DHConnor Norby443000110000.750
simulationMIA7CJoe Mack430000001200.000
simulationMIA8RFOwen Caissie440000000200.000
simulationMIA93BGraham Pauley431000111100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBAL1Chris BassittStarter3.08554410015.005.461.86
currentBAL2Andrew KittredgeMiddle Reliever1.0211020009.0018.903.00
currentBAL3Anthony NunezMiddle Reliever1.0000000000.002.350.98
currentBAL4Keegan AkinMiddle Reliever1.0011020009.0017.182.45
currentBAL5Rico GarciaMiddle Reliever1.0000000000.000.610.34
currentBAL6Yennier CanoMiddle Reliever1.0100010000.001.500.58
currentMIA1Sandy AlcantaraStarter5.0333052005.403.041.16
currentMIA2Anthony BenderMiddle Reliever1.0000010000.004.851.46
currentMIA3Calvin FaucherMiddle Reliever1.0100120000.004.151.62
currentMIA4John KingMiddle Reliever1.0100000000.000.570.51
currentMIA5Tyler PhillipsMiddle Reliever1.0000010000.001.271.36
simulationBAL1Chris BassittStarter3.0855441219615.005.461.86
simulationBAL2Andrew KittredgeMiddle Reliever1.02110205219.0018.903.00
simulationBAL3Rico GarciaMiddle Reliever1.00000004170.000.610.34
simulationBAL4Anthony NunezMiddle Reliever1.00000003100.002.350.98
simulationBAL5Keegan AkinMiddle Reliever1.00110203159.0017.182.45
simulationBAL6Yennier CanoMiddle Reliever1.01000104160.001.500.58
simulationMIA1Sandy AlcantaraStarter5.033305218795.403.041.16
simulationMIA2Tyler PhillipsMiddle Reliever1.00000103110.001.271.36
simulationMIA3Calvin FaucherMiddle Reliever1.01001205210.004.151.62
simulationMIA4John KingMiddle Reliever1.01000004150.000.570.51
simulationMIA5Anthony BenderMiddle Reliever1.00000103110.004.851.46
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BALChris BassittStarter3.058442196
BALAndrew KittredgeMiddle Reliever1.01202521
BALRico GarciaMiddle Reliever1.00000417
BALAnthony NunezMiddle Reliever1.00000310
BALKeegan AkinMiddle Reliever1.01002315
BALYennier CanoMiddle Reliever1.00101416
MIASandy AlcantaraStarter5.033051879
MIATyler PhillipsMiddle Reliever1.00001311
MIACalvin FaucherMiddle Reliever1.00112521
MIAJohn KingMiddle Reliever1.00100415
MIAAnthony BenderMiddle Reliever1.00001311
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_BOS@DET

20260505_BOS@DET.json • 2026-05-05

BOS 5 - DET 1
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 3

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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match DET pitching: 6.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match DET pitching: 7.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match DET pitching: 9.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=39 matches DET BF=39.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match BOS pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match BOS pitching: 0.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match BOS pitching: 4.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match BOS pitching: 8.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=34 matches BOS BF=34.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS 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_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_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.400/0.900.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 7, DET 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 5 - DET 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for BOS; cap=0.56, reasons=latest same-matchup result beat the predicted side; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'BOS', 'opponent_team': 'DET', 'h2h_net_margin': 1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-04', 'predicted_team_runs': 4, 'opponent_runs': 5, 'margin_for_predicted_team': -1, 'winner': 'BOS'}, {'date': '2026-04-20', 'predicted_team_runs': 6, 'opponent_runs': 8, 'margin_for_predicted_team': -2, 'winner': 'BOS'}, {'date': '2026-04-19', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'DET'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'DET', 'confidence': 0.6, 'actual_winner': 'BOS', 'actual_margin': 1, 'path': '20260504_BOS@DET.json'}]}, 'pre_final_sync_predicted_team': 'DET', 'final_score_winner': 'BOS', 'pre_simulation_winner': 'BOS', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 2, 'score_text': 'BOS 4 - 2 DET', 'winner': 'BOS'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 1, 'score_text': 'BOS 5 - 1 DET', 'winner': 'BOS'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 1, 'home_run_delta': -1, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_BOS@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@DET.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
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_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: 182.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 5 - 1 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 5 - 1 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BOS, final=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: BOS wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 5-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-1, final 5-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 10/35 = 0.286.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 12/36 = 0.333.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match DET pitching: 6.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match DET pitching: 7.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match DET pitching: 9.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=39 matches DET BF=39.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match BOS pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match BOS pitching: 0.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match BOS pitching: 4.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match BOS pitching: 8.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=34 matches BOS BF=34.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS 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_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_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.400/0.900.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 7, DET 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 5 - DET 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for BOS; cap=0.56, reasons=latest same-matchup result beat the predicted side; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'BOS', 'opponent_team': 'DET', 'h2h_net_margin': 1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-04', 'predicted_team_runs': 4, 'opponent_runs': 5, 'margin_for_predicted_team': -1, 'winner': 'BOS'}, {'date': '2026-04-20', 'predicted_team_runs': 6, 'opponent_runs': 8, 'margin_for_predicted_team': -2, 'winner': 'BOS'}, {'date': '2026-04-19', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'DET'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'DET', 'confidence': 0.6, 'actual_winner': 'BOS', 'actual_margin': 1, 'path': '20260504_BOS@DET.json'}]}, 'pre_final_sync_predicted_team': 'DET', 'final_score_winner': 'BOS', 'pre_simulation_winner': 'BOS', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 2, 'score_text': 'BOS 4 - 2 DET', 'winner': 'BOS'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 1, 'score_text': 'BOS 5 - 1 DET', 'winner': 'BOS'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 1, 'home_run_delta': -1, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_BOS@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@DET.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
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_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: 182.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 5 - 1 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 5 - 1 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BOS, final=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: BOS wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 5-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-1, final 5-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 10/35 = 0.286.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 12/36 = 0.333.
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1360435485839844.8050150871276855Base ML historical model prediction
variance_applied45Random variance applied (0.9-1.1)
enhanced_prediction420.560Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
capped_target42Capped at max 12 realistic runs
simulation_result51Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BOS00000200357
DET00001000014
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBOSbatting33711155690000
currentBOSpitching401289.0100
currentDETbatting31420011280100
currentDETpitching715699.0500
simulationBOSbatting337111556900
simulationBOSpitching401289.0134148
simulationDETbatting314200112801
simulationDETpitching715699.0539182
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBOSDHAndruw Monasterio430000001100.000
currentBOS2BIsiah Kiner-Falefa441000000100.250
currentBOS3BCaleb Durbin431000101000.333
currentBOS1BWillson Contreras551000100100.200
currentBOSSSTrevor Story430000001100.000
currentBOSCConnor Wong441100000200.250
currentBOSLFJarren Duran541001131100.250
currentBOSCFCeddanne Rafaela431000121100.333
currentBOSRFWilyer Abreu541010101100.250
currentDETDHJahmai Jones440000000100.000
currentDETCDillon Dingler440000000100.000
currentDETCFMatt Vierling431100111000.333
currentDET1BSpencer Torkelson442100000200.500
currentDET2BHao-Yu Lee320000000010.000
currentDETRFWenceel Pérez440000000100.000
currentDETSSKevin McGonigle441000000100.250
currentDETLFRiley Greene430000001200.000
currentDET3BZach McKinstry330000000000.000
simulationBOS1LFJarren Duran541001131100.250
simulationBOS21BWillson Contreras551000100100.200
simulationBOS3RFWilyer Abreu541010101100.250
simulationBOS4SSTrevor Story430000001100.000
simulationBOS5CFCeddanne Rafaela431000121100.333
simulationBOS6DHAndruw Monasterio430000001100.000
simulationBOS73BCaleb Durbin431000101000.333
simulationBOS8CConnor Wong441100000200.250
simulationBOS92BIsiah Kiner-Falefa441000000100.250
simulationDET1CFMatt Vierling431100111000.333
simulationDET2SSKevin McGonigle441000000100.250
simulationDET3DHJahmai Jones440000000100.000
simulationDET4CDillon Dingler440000000100.000
simulationDET5LFRiley Greene430000001200.000
simulationDET6RFWenceel Pérez440000000100.000
simulationDET71BSpencer Torkelson442100000200.500
simulationDET83BZach McKinstry330000000000.000
simulationDET92BHao-Yu Lee320000000010.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBOS1Jovani MoránStarter5.0211240001.801.860.93
currentBOS2Aroldis ChapmanMiddle Reliever1.0000010000.000.770.86
currentBOS3Garrett WhitlockMiddle Reliever1.0100010000.003.771.33
currentBOS4Greg WeissertMiddle Reliever1.0100000000.005.271.54
currentBOS6Zack KellyMiddle Reliever1.0000020000.004.261.11
currentDET1Framber ValdezStarter6.0322370003.003.351.26
currentDET3Kenley JansenMiddle Reliever1.0000210000.003.241.32
currentDET4Kyle FinneganMiddle Reliever1.0100110000.000.541.20
currentDET5Tyler HoltonMiddle Reliever1.03330010027.004.911.91
simulationBOS1Jovani MoránStarter5.021124020841.801.860.93
simulationBOS2Aroldis ChapmanMiddle Reliever1.00000103150.000.770.86
simulationBOS3Garrett WhitlockMiddle Reliever1.01000104160.003.771.33
simulationBOS4Greg WeissertMiddle Reliever1.01000004160.005.271.54
simulationBOS5Zack KellyMiddle Reliever1.00000203170.004.261.11
simulationDET1Framber ValdezStarter6.0322370231093.003.351.26
simulationDET2Kenley JansenMiddle Reliever1.00002105270.003.241.32
simulationDET3Kyle FinneganMiddle Reliever1.01001105230.000.541.20
simulationDET4Tyler HoltonMiddle Reliever1.033300162327.004.911.91
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BOSJovani MoránStarter5.012242084
BOSAroldis ChapmanMiddle Reliever1.00001315
BOSGarrett WhitlockMiddle Reliever1.00101416
BOSGreg WeissertMiddle Reliever1.00100416
BOSZack KellyMiddle Reliever1.00002317
DETFramber ValdezStarter6.0233723109
DETKenley JansenMiddle Reliever1.00021527
DETKyle FinneganMiddle Reliever1.00111523
DETTyler HoltonMiddle Reliever1.03300623
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_CHW@LAA

20260505_CHW@LAA.json • 2026-05-05

CHW 5 - LAA 2
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 3

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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match LAA pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match LAA pitching: 2.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match LAA pitching: 10.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match LAA pitching: 4.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=38 matches LAA BF=38.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match CHW pitching: 4.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match CHW pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match CHW pitching: 6.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match CHW pitching: 5.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA 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_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_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.766.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.766.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.234.
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: 0.303/0.707.
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: CHW 10, LAA 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 5 - LAA 2.
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': 0.7658119047619047, 'h2h_net_margin': 5, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'CHW', 'confidence': 0.62, 'actual_winner': None, 'actual_margin': 0, 'file': '20260504_CHW@LAA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_CHW@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@LAA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
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: 140.
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: 141.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA 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_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 5 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 5 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.766.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 1/10 (0.100).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHW wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 10/35 = 0.286.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 9/36 = 0.250.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match LAA pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match LAA pitching: 2.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match LAA pitching: 10.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match LAA pitching: 4.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=38 matches LAA BF=38.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match CHW pitching: 4.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match CHW pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match CHW pitching: 6.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match CHW pitching: 5.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA 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_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_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.766.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.766.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.234.
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: 0.303/0.707.
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: CHW 10, LAA 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 5 - LAA 2.
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': 0.7658119047619047, 'h2h_net_margin': 5, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'CHW', 'confidence': 0.62, 'actual_winner': None, 'actual_margin': 0, 'file': '20260504_CHW@LAA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_CHW@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@LAA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
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: 140.
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: 141.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA 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_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 5 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 5 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.766.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 1/10 (0.100).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHW wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 10/35 = 0.286.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 9/36 = 0.250.
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.26164197921752933.8893485069274902Base ML historical model prediction
variance_applied34Random variance applied (0.9-1.1)
enhanced_prediction610.766Enhanced ML with recent form, H2H, low-score analysis
capped_target61Capped at max 12 realistic runs
simulation_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHW002030000510
LAA20000000026
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHWbatting371031255140000
currentCHWpitching612459.0200
currentLAAbatting33620122450000
currentLAApitching1025149.0500
simulationCHWbatting3710312551400
simulationCHWpitching612459.0237140
simulationLAAbatting336201224500
simulationLAApitching1025149.0538141
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHWSSLuisangel Acuña431000101000.333
currentCHWRFRandal Grichuk441100000000.250
currentCHW2BChase Meidroth553200100000.600
currentCHWLFSam Antonacci441010110000.250
currentCHWCEdgar Quero440000000200.000
currentCHW1BMiguel Vargas552001130000.400
currentCHW3BColson Montgomery441001110100.250
currentCHWDHAndrew Benintendi441000000100.250
currentCHWCFDerek Hill440000000000.000
currentLAASSZach Neto541000101000.250
currentLAACSebastián Rivero441100000000.250
currentLAADHJorge Soler441001120100.250
currentLAARFJo Adell441000000000.250
currentLAACFMike Trout441000000000.250
currentLAA1BNolan Schanuel440000000100.000
currentLAA3BYoán Moncada430000001000.000
currentLAA2BVaughn Grissom430000001200.000
currentLAALFJosh Lowe431100001100.333
simulationCHW12BChase Meidroth553200100000.600
simulationCHW21BMiguel Vargas552001130000.400
simulationCHW33BColson Montgomery441001110100.250
simulationCHW4RFRandal Grichuk441100000000.250
simulationCHW5CEdgar Quero440000000200.000
simulationCHW6DHAndrew Benintendi441000000100.250
simulationCHW7CFDerek Hill440000000000.000
simulationCHW8SSLuisangel Acuña431000101000.333
simulationCHW9LFSam Antonacci441010110000.250
simulationLAA1SSZach Neto541000101000.250
simulationLAA2CFMike Trout441000000000.250
simulationLAA31BNolan Schanuel440000000100.000
simulationLAA4DHJorge Soler441001120100.250
simulationLAA5RFJo Adell441000000000.250
simulationLAA63BYoán Moncada430000001000.000
simulationLAA72BVaughn Grissom430000001200.000
simulationLAA8CSebastián Rivero441100000000.250
simulationLAA9LFJosh Lowe431100001100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHW1Erick FeddeStarter6.0400341000.003.241.05
currentCHW3Grant TaylorMiddle Reliever1.0000010000.001.421.26
currentCHW4Sean NewcombMiddle Reliever1.0111000009.007.711.71
currentCHW5Seranthony DomínguezMiddle Reliever1.0111100009.0013.503.00
currentLAA1Sam AldegheriStarter4.0644132009.005.401.80
currentLAA3Sam BachmanMiddle Reliever2.0000000000.003.181.18
currentLAA4Brent SuterMiddle Reliever1.0100000000.003.921.31
currentLAA5Chase SilsethMiddle Reliever1.0211000009.003.181.85
currentLAA6José FerminMiddle Reliever1.0100010000.002.450.27
simulationCHW1Erick FeddeStarter6.0400341251000.003.241.05
simulationCHW2Seranthony DomínguezMiddle Reliever1.01111005179.0013.503.00
simulationCHW3Grant TaylorMiddle Reliever1.00000103100.001.421.26
simulationCHW4Sean NewcombMiddle Reliever1.01110004139.007.711.71
simulationLAA1Sam AldegheriStarter4.064413222839.005.401.80
simulationLAA2Sam BachmanMiddle Reliever2.00000003110.003.181.18
simulationLAA3Chase SilsethMiddle Reliever1.02110005199.003.181.85
simulationLAA4José FerminMiddle Reliever1.01000104150.002.450.27
simulationLAA5Brent SuterMiddle Reliever1.01000004130.003.921.31
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHWErick FeddeStarter6.0043425100
CHWSeranthony DomínguezMiddle Reliever1.01110517
CHWGrant TaylorMiddle Reliever1.00001310
CHWSean NewcombMiddle Reliever1.01100413
LAASam AldegheriStarter4.046132283
LAASam BachmanMiddle Reliever2.00000311
LAAChase SilsethMiddle Reliever1.01200519
LAAJosé FerminMiddle Reliever1.00101415
LAABrent SuterMiddle Reliever1.00100413
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_CIN@CHC

20260505_CIN@CHC.json • 2026-05-05

CIN 1 - CHC 7
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 97INFO 3

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match CIN pitching: 2.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match CIN pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match CIN pitching: 11.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match CIN pitching: 6.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=37 matches CIN BF=37.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match CHC pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match CHC pitching: 0.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match CHC pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match CHC pitching: 8.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=34 matches CHC BF=34.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN 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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.210.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.790.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.790.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.276/0.652.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CIN 4, CHC 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 1 - CHC 7.
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': 0.7899380952380953, 'h2h_net_margin': 1, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'CHC', 'confidence': 0.7898762183235868, 'actual_winner': 'CHC', 'actual_margin': 1, 'file': '20260504_CIN@CHC.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_CIN@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@CHC.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 135.
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: 135.
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: 145.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 1 - 7 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 1 - 7 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 7-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.790.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 7-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 1-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-7, final 1-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 7-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 13/35 = 0.371.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 11/35 = 0.314.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match CIN pitching: 2.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match CIN pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match CIN pitching: 11.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match CIN pitching: 6.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=37 matches CIN BF=37.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match CHC pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match CHC pitching: 0.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match CHC pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match CHC pitching: 8.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=34 matches CHC BF=34.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN 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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.210.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.790.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.790.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.276/0.652.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CIN 4, CHC 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 1 - CHC 7.
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': 0.7899380952380953, 'h2h_net_margin': 1, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'CHC', 'confidence': 0.7898762183235868, 'actual_winner': 'CHC', 'actual_margin': 1, 'file': '20260504_CIN@CHC.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_CIN@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@CHC.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 135.
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: 135.
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: 145.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 1 - 7 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 1 - 7 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 7-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.790.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 7-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 1-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-7, final 1-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 7-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 13/35 = 0.371.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 11/35 = 0.314.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.73804831504821785.152311325073242Base ML historical model prediction
variance_applied45Random variance applied (0.9-1.1)
enhanced_prediction370.790Enhanced ML with recent form, H2H, low-score analysis
capped_target37Capped at max 12 realistic runs
simulation_result17Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CIN00000001014
CHC012040000711
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCINbatting31410011380000
currentCINpitching1137268.0700
currentCHCbatting351120377260000
currentCHCpitching401389.0100
simulationCINbatting314100113800
simulationCINpitching1137268.0737145
simulationCHCbatting3511203772600
simulationCHCpitching401389.0134135
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCINSSElly De La Cruz440000000100.000
currentCINDHNathaniel Lowe441000000200.250
currentCINCTyler Stephenson441000000100.250
currentCINLFJJ Bleday431100111000.333
currentCINRFSpencer Steer430000001100.000
currentCINCFTJ Friedl430000001000.000
currentCIN1BSal Stewart440000000200.000
currentCIN2BMatt McLain331000000000.333
currentCIN3BKe'Bryan Hayes330000000100.000
currentCHC2BNico Hoerner540000101100.000
currentCHC1BMichael Busch442100110000.500
currentCHCLFIan Happ430000101000.000
currentCHCDHAlex Bregman443101120000.750
currentCHCCFPete Crow-Armstrong440000000200.000
currentCHCRFSeiya Suzuki441001120100.250
currentCHC3BMatt Shaw440000000000.000
currentCHCCMiguel Amaya442000100200.500
currentCHCSSDansby Swanson443001120000.750
simulationCIN1CFTJ Friedl430000001000.000
simulationCIN2LFJJ Bleday431100111000.333
simulationCIN3SSElly De La Cruz440000000100.000
simulationCIN41BSal Stewart440000000200.000
simulationCIN5DHNathaniel Lowe441000000200.250
simulationCIN6RFSpencer Steer430000001100.000
simulationCIN7CTyler Stephenson441000000100.250
simulationCIN82BMatt McLain331000000000.333
simulationCIN93BKe'Bryan Hayes330000000100.000
simulationCHC12BNico Hoerner540000101100.000
simulationCHC2DHAlex Bregman443101120000.750
simulationCHC3LFIan Happ430000101000.000
simulationCHC4RFSeiya Suzuki441001120100.250
simulationCHC5SSDansby Swanson443001120000.750
simulationCHC61BMichael Busch442100110000.500
simulationCHC73BMatt Shaw440000000000.000
simulationCHC8CMiguel Amaya442000100200.500
simulationCHC9CFPete Crow-Armstrong440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCIN1Andrew AbbottStarter4.0633021006.755.971.67
currentCIN3Connor PhillipsMiddle Reliever1.0100010000.002.041.36
currentCIN4Emilio PagánMiddle Reliever1.03442120036.006.431.43
currentCIN5Graham AshcraftMiddle Reliever1.0100010000.001.021.30
currentCIN6Tony SantillanMiddle Reliever1.0000010000.002.451.30
currentCHC1Jameson TaillonStarter6.0200140000.004.411.15
currentCHC3Ben BrownMiddle Reliever1.0000010000.002.101.01
currentCHC4Jacob WebbMiddle Reliever1.0011130009.004.261.82
currentCHC5Phil MatonMiddle Reliever1.0200100000.009.822.05
simulationCIN1Andrew AbbottStarter4.063302118626.755.971.67
simulationCIN2Emilio PagánMiddle Reliever1.034421283936.006.431.43
simulationCIN3Tony SantillanMiddle Reliever1.00000103110.002.451.30
simulationCIN4Graham AshcraftMiddle Reliever1.01000104130.001.021.30
simulationCIN5Connor PhillipsMiddle Reliever1.01000104200.002.041.36
simulationCHC1Jameson TaillonStarter6.020014021860.004.411.15
simulationCHC2Ben BrownMiddle Reliever1.00000103130.002.101.01
simulationCHC3Phil MatonMiddle Reliever1.02001006180.009.822.05
simulationCHC4Jacob WebbMiddle Reliever1.00111304189.004.261.82
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CINAndrew AbbottStarter4.036021862
CINEmilio PagánMiddle Reliever1.04321839
CINTony SantillanMiddle Reliever1.00001311
CINGraham AshcraftMiddle Reliever1.00101413
CINConnor PhillipsMiddle Reliever1.00101420
CHCJameson TaillonStarter6.002142186
CHCBen BrownMiddle Reliever1.00001313
CHCPhil MatonMiddle Reliever1.00210618
CHCJacob WebbMiddle Reliever1.01013418
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_CLE@KC

20260505_CLE@KC.json • 2026-05-05

CLE 7 - KC 2
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 3

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match KC pitching: 7.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match KC pitching: 10.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match KC pitching: 4.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=45 matches KC BF=45.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match CLE pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match CLE pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match CLE pitching: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match CLE pitching: 7.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=33 matches CLE BF=33.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASScurrent_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_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.555.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.555.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.445.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 10, KC 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 7 - KC 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CLE; cap=0.57, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup.{'applied': True, 'confidence_cap': 0.57, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'KC', 'h2h_net_margin': -5, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-04', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'KC'}, {'date': '2026-04-08', 'predicted_team_runs': 2, 'opponent_runs': 10, 'margin_for_predicted_team': -8, 'winner': 'CLE'}, {'date': '2026-04-07', 'predicted_team_runs': 1, 'opponent_runs': 2, 'margin_for_predicted_team': -1, 'winner': 'CLE'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'CLE', 'confidence': 0.5110000000000001, 'actual_winner': 'KC', 'actual_margin': 4, 'path': '20260504_CLE@KC.json'}]}, 'pre_final_sync_predicted_team': 'KC', 'final_score_winner': 'CLE', 'pre_simulation_winner': 'CLE', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CLE 5 - 4 KC', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 2, 'score_text': 'CLE 7 - 2 KC', 'winner': 'CLE'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 2, 'home_run_delta': -2, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_CLE@KC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@KC.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 125.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
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: 125.
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: 175.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 7 - 2 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 7 - 2 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 7-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CLE, final=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.555.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CLE wins 7-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 7-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-2, final 7-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 7-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 13/36 = 0.361.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 12/35 = 0.343.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match KC pitching: 7.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match KC pitching: 10.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match KC pitching: 4.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=45 matches KC BF=45.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match CLE pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match CLE pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match CLE pitching: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match CLE pitching: 7.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=33 matches CLE BF=33.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASScurrent_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_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.555.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.555.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.445.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 10, KC 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 7 - KC 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CLE; cap=0.57, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup.{'applied': True, 'confidence_cap': 0.57, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'KC', 'h2h_net_margin': -5, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-04', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'KC'}, {'date': '2026-04-08', 'predicted_team_runs': 2, 'opponent_runs': 10, 'margin_for_predicted_team': -8, 'winner': 'CLE'}, {'date': '2026-04-07', 'predicted_team_runs': 1, 'opponent_runs': 2, 'margin_for_predicted_team': -1, 'winner': 'CLE'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'CLE', 'confidence': 0.5110000000000001, 'actual_winner': 'KC', 'actual_margin': 4, 'path': '20260504_CLE@KC.json'}]}, 'pre_final_sync_predicted_team': 'KC', 'final_score_winner': 'CLE', 'pre_simulation_winner': 'CLE', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CLE 5 - 4 KC', 'winner': 'CLE'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 2, 'score_text': 'CLE 7 - 2 KC', 'winner': 'CLE'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 2, 'home_run_delta': -2, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_CLE@KC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@KC.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 125.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
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: 125.
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: 175.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 7 - 2 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 7 - 2 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 7-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CLE, final=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.555.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CLE wins 7-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 7-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-2, final 7-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 7-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 13/36 = 0.361.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 12/35 = 0.343.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.3340787887573244.8659987449646Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction540.555Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
capped_target54Capped at max 12 realistic runs
simulation_result72Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CLE030010003710
KC01001000025
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCLEbatting371000177740100
currentCLEpitching502179.0200
currentKCbatting32511022170000
currentKCpitching1017749.0700
simulationCLEbatting3710001777401
simulationCLEpitching502179.0233125
simulationKCbatting325110221700
simulationKCpitching1017749.0745175
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCLELFAngel Martínez551000000100.200
currentCLESSDaniel Schneemann550000110000.000
currentCLE2BTravis Bazzana531000122100.333
currentCLEDHRhys Hoskins541000111000.250
currentCLERFChase DeLauter541000101100.250
currentCLECFSteven Kwan542000100010.500
currentCLE3BJosé Ramírez540000001100.000
currentCLE1BKyle Manzardo532000102000.667
currentCLECBo Naylor552001130000.400
currentKCDHSalvador Perez441100000100.250
currentKCLFIsaac Collins330000000000.000
currentKC1BVinnie Pasquantino440000000000.000
currentKC2BMichael Massey320000001000.000
currentKCCFKyle Isbel330000000100.000
currentKCSSBobby Witt Jr.440000000000.000
currentKCRFJac Caglianone441000110200.250
currentKC3BMaikel Garcia441010110200.250
currentKCCCarter Jensen442000000100.500
simulationCLE1CFSteven Kwan542000100010.500
simulationCLE2RFChase DeLauter541000101100.250
simulationCLE33BJosé Ramírez540000001100.000
simulationCLE41BKyle Manzardo532000102000.667
simulationCLE5DHRhys Hoskins541000111000.250
simulationCLE6SSDaniel Schneemann550000110000.000
simulationCLE72BTravis Bazzana531000122100.333
simulationCLE8LFAngel Martínez551000000100.200
simulationCLE9CBo Naylor552001130000.400
simulationKC13BMaikel Garcia441010110200.250
simulationKC2SSBobby Witt Jr.440000000000.000
simulationKC31BVinnie Pasquantino440000000000.000
simulationKC4DHSalvador Perez441100000100.250
simulationKC5CCarter Jensen442000000100.500
simulationKC6RFJac Caglianone441000110200.250
simulationKC7LFIsaac Collins330000000000.000
simulationKC82BMichael Massey320000001000.000
simulationKC9CFKyle Isbel330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCLE1Gavin WilliamsStarter5.0411130001.802.701.02
currentCLE2Cade SmithMiddle Reliever1.0000000000.003.521.30
currentCLE3Erik SabrowskiMiddle Reliever1.0000020000.002.450.89
currentCLE4Hunter GaddisMiddle Reliever1.0011000009.007.941.76
currentCLE5Matt FestaMiddle Reliever1.0100020000.004.761.12
currentKC1Stephen KolekStarter4.0533221006.75
currentKC3Daniel Lynch IVMiddle Reliever1.0000000000.001.980.59
currentKC4John SchreiberMiddle Reliever1.02333000027.004.381.54
currentKC5Lucas ErcegMiddle Reliever1.0111110009.003.771.40
currentKC6Matt StrahmMiddle Reliever1.0200100000.003.291.17
currentKC7Nick MearsMiddle Reliever1.0000010000.002.311.11
simulationCLE1Gavin WilliamsStarter5.041113020771.802.701.02
simulationCLE2Cade SmithMiddle Reliever1.0000000380.003.521.30
simulationCLE3Hunter GaddisMiddle Reliever1.0011000399.007.941.76
simulationCLE4Erik SabrowskiMiddle Reliever1.00000203120.002.450.89
simulationCLE5Matt FestaMiddle Reliever1.01000204190.004.761.12
simulationKC1Stephen KolekStarter4.053322120776.75
simulationKC2Lucas ErcegMiddle Reliever1.01111105209.003.771.40
simulationKC3Matt StrahmMiddle Reliever1.02001006180.003.291.17
simulationKC4Nick MearsMiddle Reliever1.00000103110.002.311.11
simulationKC5Daniel Lynch IVMiddle Reliever1.00000003140.001.980.59
simulationKC6John SchreiberMiddle Reliever1.023330083527.004.381.54
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CLEGavin WilliamsStarter5.014132077
CLECade SmithMiddle Reliever1.0000038
CLEHunter GaddisMiddle Reliever1.0100039
CLEErik SabrowskiMiddle Reliever1.00002312
CLEMatt FestaMiddle Reliever1.00102419
KCStephen KolekStarter4.035222077
KCLucas ErcegMiddle Reliever1.01111520
KCMatt StrahmMiddle Reliever1.00210618
KCNick MearsMiddle Reliever1.00001311
KCDaniel Lynch IVMiddle Reliever1.00000314
KCJohn SchreiberMiddle Reliever1.03230835
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_LAD@HOU

20260505_LAD@HOU.json • 2026-05-05

LAD 4 - HOU 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 3

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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match LAD pitching: 6.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match LAD pitching: 0.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match LAD pitching: 5.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match LAD pitching: 12.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=38 matches LAD BF=38.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match HOU pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match HOU pitching: 8.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match HOU pitching: 8.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=37 matches HOU BF=37.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_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_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines mirror simulation box score.
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]: 0.637.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.637.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.363.
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: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAD 8, HOU 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 4 - HOU 3.
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': 0.6368746347998753, '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': '2026-05-04', 'predicted_team': 'LAD', 'confidence': 0.6430506834972498, 'actual_winner': None, 'actual_margin': 0, 'file': '20260504_LAD@HOU.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_LAD@HOU.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@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: 180.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
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: 158.
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: 180.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD 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_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_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_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 4 - 3 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 4 - 3 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.637.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: LAD wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD 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: LAD wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 17/36 = 0.472.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 16/35 = 0.457.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match LAD pitching: 6.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match LAD pitching: 0.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match LAD pitching: 5.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match LAD pitching: 12.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=38 matches LAD BF=38.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match HOU pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match HOU pitching: 8.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match HOU pitching: 8.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=37 matches HOU BF=37.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_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_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines mirror simulation box score.
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]: 0.637.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.637.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.363.
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: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAD 8, HOU 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 4 - HOU 3.
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': 0.6368746347998753, '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': '2026-05-04', 'predicted_team': 'LAD', 'confidence': 0.6430506834972498, 'actual_winner': None, 'actual_margin': 0, 'file': '20260504_LAD@HOU.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_LAD@HOU.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@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: 180.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
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: 158.
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: 180.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD 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_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_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_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 4 - 3 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 4 - 3 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.637.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: LAD wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD 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: LAD wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 17/36 = 0.472.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 16/35 = 0.457.
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.62138605117797853.721405029296875Base ML historical model prediction
variance_applied73Random variance applied (0.9-1.1)
enhanced_prediction630.637Enhanced ML with recent form, H2H, low-score analysis
capped_target63Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAD00110000248
HOU21000000035
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLADbatting35820144280000
currentLADpitching5036129.0300
currentHOUbatting325200336120000
currentHOUpitching814289.0400
simulationLADbatting358201442800
simulationLADpitching5036129.0338180
simulationHOUbatting3252003361200
simulationHOUpitching814289.0437158
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAD1BFreddie Freeman441100110200.250
currentLADDHDalton Rushing540000001200.000
currentLAD2BAlex Freeland442000000000.500
currentLADSSMiguel Rojas441001120100.250
currentLADCWill Smith440000000000.000
currentLAD3BMax Muncy442000100100.500
currentLADRFKyle Tucker441000000200.250
currentLADLFTeoscar Hernández440000000000.000
currentLADCFAndy Pages431100111000.333
currentHOUCFZach Cole440000000100.000
currentHOU1BIsaac Paredes431000001000.333
currentHOUDHChristian Walker431100121100.333
currentHOUCChristian Vázquez440000000200.000
currentHOURFCam Smith430000001100.000
currentHOU3BNick Allen430000001200.000
currentHOUSSCarlos Correa542100101100.500
currentHOU2BJose Altuve440000000200.000
currentHOULFYordan Alvarez541000111200.250
simulationLAD1DHDalton Rushing540000001200.000
simulationLAD21BFreddie Freeman441100110200.250
simulationLAD3CWill Smith440000000000.000
simulationLAD4RFKyle Tucker441000000200.250
simulationLAD5LFTeoscar Hernández440000000000.000
simulationLAD63BMax Muncy442000100100.500
simulationLAD7CFAndy Pages431100111000.333
simulationLAD82BAlex Freeland442000000000.500
simulationLAD9SSMiguel Rojas441001120100.250
simulationHOU1SSCarlos Correa542100101100.500
simulationHOU2LFYordan Alvarez541000111200.250
simulationHOU31BIsaac Paredes431000001000.333
simulationHOU4DHChristian Walker431100121100.333
simulationHOU52BJose Altuve440000000200.000
simulationHOU6RFCam Smith430000001100.000
simulationHOU7CFZach Cole440000000100.000
simulationHOU8CChristian Vázquez440000000200.000
simulationHOU93BNick Allen430000001200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAD1Shohei OhtaniStarter4.0311530002.250.600.87
currentLAD2Alex VesiaMiddle Reliever1.0100030000.001.540.86
currentLAD3Blake TreinenMiddle Reliever1.0000020000.000.901.00
currentLAD4Jack DreyerMiddle Reliever1.0000030000.002.931.04
currentLAD5Tanner ScottMiddle Reliever1.01221000018.001.880.70
currentLAD6Will KleinMiddle Reliever1.0000010000.003.071.36
currentHOU1Peter LambertStarter5.0522240003.603.521.24
currentHOU3Bryan AbreuMiddle Reliever1.02220110018.009.492.35
currentHOU4Bryan KingMiddle Reliever1.0000010000.003.291.32
currentHOU5Enyel De Los SantosMiddle Reliever1.0000010000.005.141.36
currentHOU6Steven OkertMiddle Reliever1.0100010000.004.601.40
simulationLAD1Shohei OhtaniStarter4.031153020932.250.600.87
simulationLAD2Tanner ScottMiddle Reliever1.012210052218.001.880.70
simulationLAD3Alex VesiaMiddle Reliever1.01000304200.001.540.86
simulationLAD4Blake TreinenMiddle Reliever1.00000203180.000.901.00
simulationLAD5Will KleinMiddle Reliever1.00000103110.003.071.36
simulationLAD6Jack DreyerMiddle Reliever1.00000303160.002.931.04
simulationHOU1Peter LambertStarter5.052224022923.603.521.24
simulationHOU2Enyel De Los SantosMiddle Reliever1.00000103160.005.141.36
simulationHOU3Bryan KingMiddle Reliever1.00000103140.003.291.32
simulationHOU4Steven OkertMiddle Reliever1.01000104150.004.601.40
simulationHOU5Bryan AbreuMiddle Reliever1.022201152118.009.492.35
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LADShohei OhtaniStarter4.013532093
LADTanner ScottMiddle Reliever1.02110522
LADAlex VesiaMiddle Reliever1.00103420
LADBlake TreinenMiddle Reliever1.00002318
LADWill KleinMiddle Reliever1.00001311
LADJack DreyerMiddle Reliever1.00003316
HOUPeter LambertStarter5.025242292
HOUEnyel De Los SantosMiddle Reliever1.00001316
HOUBryan KingMiddle Reliever1.00001314
HOUSteven OkertMiddle Reliever1.00101415
HOUBryan AbreuMiddle Reliever1.02201521
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_MIL@STL

20260505_MIL@STL.json • 2026-05-05

MIL 4 - STL 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 97INFO 3

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match STL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match STL pitching: 2.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match STL pitching: 8.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match STL pitching: 9.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=36 matches STL BF=36.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match MIL pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match MIL pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match MIL pitching: 9.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match MIL pitching: 7.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches MIL BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL 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_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.436.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.564.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.564.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.276/0.652.
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 8, STL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 4 - STL 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for STL.{'winner_confidence': 0.564402247529153, 'h2h_net_margin': 3, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'MIL', 'confidence': 0.6294650968677105, 'actual_winner': 'STL', 'actual_margin': 3, 'file': '20260504_MIL@STL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_MIL@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@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: 130.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
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: 130.
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: 141.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: MIL 4 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 4 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=STL, final=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.564.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: STL wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: STL wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 11/34 = 0.324.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 10/35 = 0.286.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match STL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match STL pitching: 2.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match STL pitching: 8.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match STL pitching: 9.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=36 matches STL BF=36.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match MIL pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match MIL pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match MIL pitching: 9.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match MIL pitching: 7.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches MIL BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL 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_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.436.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.564.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.564.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.276/0.652.
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 8, STL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 4 - STL 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for STL.{'winner_confidence': 0.564402247529153, 'h2h_net_margin': 3, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'MIL', 'confidence': 0.6294650968677105, 'actual_winner': 'STL', 'actual_margin': 3, 'file': '20260504_MIL@STL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_MIL@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@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: 130.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
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: 130.
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: 141.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: MIL 4 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 4 - 6 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=STL, final=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.564.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: STL wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: STL wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 11/34 = 0.324.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 10/35 = 0.286.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.1889843940734864.464034557342529Base ML historical model prediction
variance_applied65Random variance applied (0.9-1.1)
enhanced_prediction560.564Enhanced ML with recent form, H2H, low-score analysis
capped_target56Capped at max 12 realistic runs
simulation_result46Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIL00010012048
STL02400000069
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMILbatting35820244190000
currentMILpitching916178.0600
currentSTLbatting33910166170000
currentSTLpitching824199.0400
simulationMILbatting358202441900
simulationMILpitching916178.0634130
simulationSTLbatting339101661700
simulationSTLpitching824199.0436141
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMILDHGarrett Mitchell442000100100.500
currentMILCJoey Ortiz431000001200.333
currentMIL1BWilliam Contreras442101120100.500
currentMIL2BDavid Hamilton440000000100.000
currentMIL3BBrice Turang441100110000.250
currentMILSSBrandon Lockridge441000000200.250
currentMILLFJake Bauers440000000100.000
currentMILCFTyler Black440000000100.000
currentMILRFSal Frelick441001110000.250
currentSTLDHNathan Church332000110100.667
currentSTLCMasyn Winn441000100100.250
currentSTL1BJordan Walker442101140000.500
currentSTL2BAlec Burleson441000100000.250
currentSTL3BVictor Scott II441000100100.250
currentSTLSSJJ Wetherholt430000001100.000
currentSTLLFPedro Pagés440000000200.000
currentSTLCFNolan Gorman442000110100.500
currentSTLRFIván Herrera330000000000.000
simulationMIL1CFGarrett Mitchell442000100100.500
simulationMIL2SSJoey Ortiz431000001200.333
simulationMIL32BBrice Turang441100110000.250
simulationMIL41BJake Bauers440000000100.000
simulationMIL5CWilliam Contreras442101120100.500
simulationMIL63BDavid Hamilton440000000100.000
simulationMIL7RFSal Frelick441001110000.250
simulationMIL8LFBrandon Lockridge441000000200.250
simulationMIL93BTyler Black440000000100.000
simulationSTL1CFVictor Scott II441000100100.250
simulationSTL2SSMasyn Winn441000100100.250
simulationSTL3SSJJ Wetherholt430000001100.000
simulationSTL41BAlec Burleson441000100000.250
simulationSTL5CPedro Pagés440000000200.000
simulationSTL63BNolan Gorman442000110100.500
simulationSTL7RFJordan Walker442101140000.500
simulationSTL8LFNathan Church332000110100.667
simulationSTL9CIván Herrera330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIL1Brandon SproatStarter3.09660310018.006.751.61
currentMIL2Aaron AshbyMiddle Reliever1.0000020000.002.571.43
currentMIL3Abner UribeMiddle Reliever1.0000000000.003.651.05
currentMIL4DL HallMiddle Reliever1.0000000000.001.691.25
currentMIL5Grant AndersonMiddle Reliever1.0000110000.003.181.06
currentMIL6Trevor MegillMiddle Reliever1.0000010000.003.001.08
currentSTL1Andre PallanteStarter5.0311151001.803.731.31
currentSTL3George SorianoMiddle Reliever1.0000000000.003.521.17
currentSTL4JoJo RomeroMiddle Reliever1.0111011009.003.711.29
currentSTL5Riley O'BrienMiddle Reliever1.0100010000.002.120.94
currentSTL6Ryne StanekMiddle Reliever1.03220200018.007.202.07
simulationMIL1Brandon SproatStarter3.0966031186518.006.751.61
simulationMIL2Abner UribeMiddle Reliever1.00000003110.003.651.05
simulationMIL3Aaron AshbyMiddle Reliever1.00000203160.002.571.43
simulationMIL4Trevor MegillMiddle Reliever1.00000103110.003.001.08
simulationMIL5Grant AndersonMiddle Reliever1.00001104180.003.181.06
simulationMIL6DL HallMiddle Reliever1.0000000390.001.691.25
simulationSTL1Andre PallanteStarter5.031115119761.803.731.31
simulationSTL2Riley O'BrienMiddle Reliever1.01000104150.002.120.94
simulationSTL3JoJo RomeroMiddle Reliever1.01110114149.003.711.29
simulationSTL4Ryne StanekMiddle Reliever1.032202062518.007.202.07
simulationSTL5George SorianoMiddle Reliever1.00000003110.003.521.17
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MILBrandon SproatStarter3.069031865
MILAbner UribeMiddle Reliever1.00000311
MILAaron AshbyMiddle Reliever1.00002316
MILTrevor MegillMiddle Reliever1.00001311
MILGrant AndersonMiddle Reliever1.00011418
MILDL HallMiddle Reliever1.0000039
STLAndre PallanteStarter5.013151976
STLRiley O'BrienMiddle Reliever1.00101415
STLJoJo RomeroMiddle Reliever1.01101414
STLRyne StanekMiddle Reliever1.02302625
STLGeorge SorianoMiddle Reliever1.00000311
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_MIN@WAS

20260505_MIN@WAS.json • 2026-05-05

MIN 3 - WAS 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 97INFO 3

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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match WAS pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match WAS pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match WAS pitching: 10.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=37 matches WAS BF=37.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match MIN pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match MIN pitching: 9.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match MIN pitching: 3.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=36 matches MIN BF=36.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_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_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.
PASScurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines mirror simulation box score.
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]: 0.387.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.613.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.613.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
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 7, WAS 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 3 - WAS 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: WAS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for WAS.{'winner_confidence': 0.6134041869315101, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_MIN@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
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: 137.
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: 166.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS 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_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_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_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: MIN 3 - 6 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 3 - 6 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=WAS, final=WAS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.613.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: WAS wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS 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 3-6, final 3-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: WAS wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches 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: 7/35 = 0.200.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 11/35 = 0.314.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match WAS pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match WAS pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match WAS pitching: 10.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=37 matches WAS BF=37.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match MIN pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match MIN pitching: 9.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match MIN pitching: 3.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=36 matches MIN BF=36.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_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_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.
PASScurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines mirror simulation box score.
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]: 0.387.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.613.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.613.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
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 7, WAS 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 3 - WAS 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: WAS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for WAS.{'winner_confidence': 0.6134041869315101, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_MIN@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
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: 137.
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: 166.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS 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_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_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_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: MIN 3 - 6 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 3 - 6 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=WAS, final=WAS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.613.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: WAS wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS 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 3-6, final 3-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: WAS wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches 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: 7/35 = 0.200.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 11/35 = 0.314.
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.64.7Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction340.613Enhanced ML with recent form, H2H, low-score analysis
capped_target34Capped at max 12 realistic runs
simulation_result36Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIN00030000037
WAS01102200069
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMINbatting347101333100000
currentMINpitching936338.0600
currentWASbatting33920366330000
currentWASpitching7133109.0300
simulationMINbatting3471013331000
simulationMINpitching936338.0636137
simulationWASbatting339203663300
simulationWASpitching7133109.0337166
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMINRFAustin Martin430000001100.000
currentMIN2BLuke Keaschall440000000100.000
currentMINCRyan Jeffers431000001000.333
currentMIN1BKody Clemens442001130000.500
currentMINSSBrooks Lee442100100100.500
currentMIN3BRoyce Lewis442000100200.500
currentMINDHJosh Bell430000001100.000
currentMINLFTrevor Larnach440000000100.000
currentMINCFByron Buxton550000000300.000
currentWASLFDaylen Lile431100101000.333
currentWAS1BCurtis Mead440000000000.000
currentWASSSCJ Abrams442002130100.500
currentWASRFJames Wood441001120000.250
currentWASDHJose Fernandez421000102000.500
currentWASCKeibert Ruiz440000000200.000
currentWASCFJacob Young441000100000.250
currentWAS3BJorbit Vivas441100000000.250
currentWAS2BNasim Nuñez442000110000.500
simulationMIN1CFByron Buxton550000000300.000
simulationMIN2LFTrevor Larnach440000000100.000
simulationMIN3CRyan Jeffers431000001000.333
simulationMIN4DHJosh Bell430000001100.000
simulationMIN5RFAustin Martin430000001100.000
simulationMIN61BKody Clemens442001130000.500
simulationMIN72BLuke Keaschall440000000100.000
simulationMIN8SSBrooks Lee442100100100.500
simulationMIN93BRoyce Lewis442000100200.500
simulationWAS1RFJames Wood441001120000.250
simulationWAS2LFDaylen Lile431100101000.333
simulationWAS31BCurtis Mead440000000000.000
simulationWAS4SSCJ Abrams442002130100.500
simulationWAS5CFJacob Young441000100000.250
simulationWAS63BJorbit Vivas441100000000.250
simulationWAS72BNasim Nuñez442000110000.500
simulationWAS8DHJose Fernandez421000102000.500
simulationWAS9CKeibert Ruiz440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIN1Taj BradleyStarter5.0744202007.202.851.22
currentMIN2Eric OrzeMiddle Reliever1.0100010000.004.601.40
currentMIN3Justin TopaMiddle Reliever1.01221110018.004.411.53
currentMIN4Taylor RogersMiddle Reliever1.0000010000.003.291.54
currentWAS1Cade CavalliStarter5.0433351005.403.821.66
currentWAS2Brad LordMiddle Reliever1.0000010000.003.801.23
currentWAS3Gus VarlandMiddle Reliever1.0100020000.003.381.35
currentWAS4PJ PoulinMiddle Reliever1.0000010000.003.631.33
currentWAS5Richard LoveladyMiddle Reliever1.0200010000.002.511.67
simulationMIN1Taj BradleyStarter5.074420224877.202.851.22
simulationMIN2Justin TopaMiddle Reliever1.012211152218.004.411.53
simulationMIN3Eric OrzeMiddle Reliever1.01000104130.004.601.40
simulationMIN4Taylor RogersMiddle Reliever1.00000103150.003.291.54
simulationWAS1Cade CavalliStarter5.043335122985.403.821.66
simulationWAS2Gus VarlandMiddle Reliever1.01000204200.003.381.35
simulationWAS3PJ PoulinMiddle Reliever1.00000103120.003.631.33
simulationWAS4Brad LordMiddle Reliever1.00000103130.003.801.23
simulationWAS5Richard LoveladyMiddle Reliever1.02000105230.002.511.67
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MINTaj BradleyStarter5.047202487
MINJustin TopaMiddle Reliever1.02111522
MINEric OrzeMiddle Reliever1.00101413
MINTaylor RogersMiddle Reliever1.00001315
WASCade CavalliStarter5.034352298
WASGus VarlandMiddle Reliever1.00102420
WASPJ PoulinMiddle Reliever1.00001312
WASBrad LordMiddle Reliever1.00001313
WASRichard LoveladyMiddle Reliever1.00201523
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_NYM@COL

20260505_NYM@COL.json • 2026-05-05

NYM 5 - COL 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 95INFO 3

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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match NYM pitching: 6.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match NYM pitching: 9.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=44 matches NYM BF=44.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match COL pitching: 5.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match COL pitching: 0.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match COL pitching: 10.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match COL pitching: 7.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=45 matches COL BF=45.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM 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_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.573.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.573.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.427.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYM 10, COL 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 5 - COL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYM; cap=0.58, reasons=recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'NYM', 'opponent_team': 'COL', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-04', 'predicted_team_runs': 4, 'opponent_runs': 2, 'margin_for_predicted_team': 2, 'winner': 'NYM'}, {'date': '2026-04-26', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'COL'}, {'date': '2026-04-26', 'predicted_team_runs': 1, 'opponent_runs': 3, 'margin_for_predicted_team': -2, 'winner': 'COL'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'NYM', 'confidence': 0.58, 'actual_winner': 'NYM', 'actual_margin': 2, 'path': '20260504_NYM@COL.json'}]}, 'final_score_winner': 'NYM', 'pre_simulation_winner': 'NYM', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'NYM 5 - 4 COL', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'NYM 5 - 4 COL', 'winner': 'NYM'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_NYM@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@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: 200.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
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: 181.
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: 200.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYM 5 - 4 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 5 - 4 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 5-4 (Extra Innings - 10).
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.573.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYM wins 5-4 (Extra Innings - 10).
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 5-4 (Extra Innings - 10).
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: 7/36 = 0.194.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 9/35 = 0.257.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match NYM pitching: 6.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match NYM pitching: 9.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=44 matches NYM BF=44.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match COL pitching: 5.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match COL pitching: 0.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match COL pitching: 10.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match COL pitching: 7.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=45 matches COL BF=45.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM 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_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.573.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.573.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.427.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYM 10, COL 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 5 - COL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYM; cap=0.58, reasons=recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'NYM', 'opponent_team': 'COL', 'h2h_net_margin': -3, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-05-04', 'predicted_team_runs': 4, 'opponent_runs': 2, 'margin_for_predicted_team': 2, 'winner': 'NYM'}, {'date': '2026-04-26', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'COL'}, {'date': '2026-04-26', 'predicted_team_runs': 1, 'opponent_runs': 3, 'margin_for_predicted_team': -2, 'winner': 'COL'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'NYM', 'confidence': 0.58, 'actual_winner': 'NYM', 'actual_margin': 2, 'path': '20260504_NYM@COL.json'}]}, 'final_score_winner': 'NYM', 'pre_simulation_winner': 'NYM', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'NYM 5 - 4 COL', 'winner': 'NYM'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'NYM 5 - 4 COL', 'winner': 'NYM'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_NYM@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@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: 200.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
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: 181.
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: 200.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYM 5 - 4 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 5 - 4 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 5-4 (Extra Innings - 10).
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.573.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYM wins 5-4 (Extra Innings - 10).
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 5-4 (Extra Innings - 10).
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: 7/36 = 0.194.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 9/35 = 0.257.
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.9016027450561524.331498622894287Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction540.573Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
capped_target54Capped at max 12 realistic runs
simulation_result54Final inning-by-inning simulation result
Inning-by-inning linescore
team12345678910RH
NYM0000040001510
COL030010000047
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYMbatting401040055570000
currentNYMpitching7146910.0400
currentCOLbatting37700144690100
currentCOLpitching10055710.0500
simulationNYMbatting4010400555700
simulationNYMpitching7146910.0444200
simulationCOLbatting377001446901
simulationCOLpitching10055710.0545181
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYMDHBo Bichette550000000000.000
currentNYMCMarcus Semien553000100100.600
currentNYM1BFrancisco Alvarez541000001100.250
currentNYM2BBrett Baty550000110200.000
currentNYM3BMark Vientos542100111100.500
currentNYMSSCarson Benge540000001000.000
currentNYMLFMJ Melendez552200110100.400
currentNYMCFJuan Soto541100121000.250
currentNYMRFTyrone Taylor541000001100.250
currentCOLDHJake McCarthy540000111100.000
currentCOLCTJ Rumfield541000001200.250
currentCOL1BWilli Castro551000000000.200
currentCOL2BKyle Karros542001111000.500
currentCOL3BEzequiel Tovar542000111000.500
currentCOLSSHunter Goodman551000000100.200
currentCOLLFMickey Moniak540000000210.000
currentCOLCFTroy Johnston540000001200.000
currentCOLRFEdouard Julien430000111100.000
simulationNYM1OFCarson Benge540000001000.000
simulationNYM23BBo Bichette550000000000.000
simulationNYM32BMarcus Semien553000100100.600
simulationNYM41BMark Vientos542100111100.500
simulationNYM5CFrancisco Alvarez541000001100.250
simulationNYM6RFBrett Baty550000110200.000
simulationNYM7RFTyrone Taylor541000001100.250
simulationNYM8LFJuan Soto541100121000.250
simulationNYM9LFMJ Melendez552200110100.400
simulationCOL1LFJake McCarthy540000111100.000
simulationCOL2SSEzequiel Tovar542000111000.500
simulationCOL32BWilli Castro551000000000.200
simulationCOL41BTJ Rumfield541000001200.250
simulationCOL5CHunter Goodman551000000100.200
simulationCOL63BKyle Karros542001111000.500
simulationCOL7RFTroy Johnston540000001200.000
simulationCOL8LFMickey Moniak540000000210.000
simulationCOL92BEdouard Julien430000111100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYM1Freddy PeraltaStarter3.0233630009.003.521.20
currentNYM2Brooks RaleyMiddle Reliever1.0000000000.001.420.87
currentNYM3Craig KimbrelMiddle Reliever1.0000020000.003.681.36
currentNYM4Devin WilliamsMiddle Reliever1.0200010000.004.911.55
currentNYM5Huascar BrazobánMiddle Reliever1.0000010000.001.080.84
currentNYM6Luke WeaverMiddle Reliever1.0111001009.005.021.05
currentNYM7Tobias MyersReliever1.0200010000.00
currentNYM8Austin WarrenReliever1.0000010000.00
currentCOL1Michael LorenzenStarter5.0422130003.606.091.76
currentCOL2Juan MejiaMiddle Reliever2.0211230004.505.191.62
currentCOL3Antonio SenzatelaMiddle Reliever1.0100000000.001.210.81
currentCOL4Jimmy HergetMiddle Reliever1.0000010000.004.501.29
currentCOL5Victor VodnikMiddle Reliever1.03222000018.007.241.98
simulationNYM1Freddy PeraltaStarter3.023363018959.003.521.20
simulationNYM2Devin WilliamsMiddle Reliever1.02000105190.004.911.55
simulationNYM3Luke WeaverMiddle Reliever1.01110014189.005.021.05
simulationNYM4Brooks RaleyMiddle Reliever1.00000003110.001.420.87
simulationNYM5Huascar BrazobánMiddle Reliever1.0000010390.001.080.84
simulationNYM6Craig KimbrelMiddle Reliever1.00000203160.003.681.36
simulationNYM7Tobias MyersReliever1.02000105220.002.050.86
simulationNYM8Austin WarrenReliever1.00000103100.001.420.95
simulationCOL1Michael LorenzenStarter5.042213020773.606.091.76
simulationCOL2Victor VodnikMiddle Reliever1.032220083218.007.241.98
simulationCOL3Antonio SenzatelaMiddle Reliever1.01000004120.001.210.81
simulationCOL4Jimmy HergetMiddle Reliever1.00000103110.004.501.29
simulationCOL5Juan MejiaMiddle Reliever2.021123010494.505.191.62
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYMFreddy PeraltaStarter3.032631895
NYMDevin WilliamsMiddle Reliever1.00201519
NYMLuke WeaverMiddle Reliever1.01100418
NYMBrooks RaleyMiddle Reliever1.00000311
NYMHuascar BrazobánMiddle Reliever1.0000139
NYMCraig KimbrelMiddle Reliever1.00002316
NYMTobias MyersReliever1.00201522
NYMAustin WarrenReliever1.00001310
COLMichael LorenzenStarter5.024132077
COLVictor VodnikMiddle Reliever1.02320832
COLAntonio SenzatelaMiddle Reliever1.00100412
COLJimmy HergetMiddle Reliever1.00001311
COLJuan MejiaMiddle Reliever2.012231049
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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_TRACEnot triggered0000Simulation 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.

20260505_OAK@PHI

20260505_OAK@PHI.json • 2026-05-05

OAK 1 - PHI 7
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 97INFO 3

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match PHI pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match PHI pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match PHI pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match PHI pitching: 6.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=35 matches PHI BF=35.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match OAK pitching: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match OAK pitching: 11.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match OAK pitching: 5.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=41 matches OAK BF=41.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK 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_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASScurrent_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.
PASScurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines mirror simulation box score.
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]: 0.320.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.680.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.680.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: OAK 4, PHI 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 1 - PHI 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PHI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PHI.{'winner_confidence': 0.68, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_OAK@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@PHI.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 185.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
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: 185.
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: 155.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 1 - 7 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 1 - 7 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PHI wins 7-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PHI, final=PHI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.680.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PHI wins 7-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PHI wins 1-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-7, final 1-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PHI wins 7-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 12/34 = 0.353.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 8/35 = 0.229.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match PHI pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match PHI pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match PHI pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match PHI pitching: 6.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=35 matches PHI BF=35.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match OAK pitching: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match OAK pitching: 11.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match OAK pitching: 5.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=41 matches OAK BF=41.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK 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_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASScurrent_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.
PASScurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines mirror simulation box score.
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]: 0.320.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.680.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.680.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: OAK 4, PHI 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 1 - PHI 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PHI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PHI.{'winner_confidence': 0.68, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_OAK@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@PHI.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 185.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
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: 185.
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: 155.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 1 - 7 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 1 - 7 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PHI wins 7-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PHI, final=PHI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.680.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PHI wins 7-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PHI wins 1-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-7, final 1-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PHI wins 7-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 12/34 = 0.353.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 8/35 = 0.229.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.2814192771911624.712958812713623Base ML historical model prediction
variance_applied55Random variance applied (0.9-1.1)
enhanced_prediction350.680Enhanced ML with recent form, H2H, low-score analysis
capped_target35Capped at max 12 realistic runs
simulation_result17Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
OAK10000000014
PHI003002020711
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentOAKbatting31410011460000
currentOAKpitching1117658.0700
currentPHIbatting351120177650000
currentPHIpitching401469.0100
simulationOAKbatting314100114600
simulationOAKpitching1117658.0741185
simulationPHIbatting3511201776500
simulationPHIpitching401469.0135155
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentOAK3BBrett Harris331000000100.333
currentOAKDHBrent Rooker430000001200.000
currentOAKLFTyler Soderstrom442000000000.500
currentOAKRFColby Thomas441100110100.250
currentOAK2BDarell Hernaiz430000001100.000
currentOAKCFZack Gelof440000000000.000
currentOAKCAustin Wynns440000000000.000
currentOAK1BNick Kurtz420000002100.000
currentOAKSSJacob Wilson440000000000.000
currentPHIDHKyle Schwarber552101120000.400
currentPHIRFAdolis García541000121100.250
currentPHILFBrandon Marsh551000110100.200
currentPHICFJustin Crawford431000001000.333
currentPHISSTrea Turner552000100100.400
currentPHI1BBryce Harper542100121000.500
currentPHI3BAlec Bohm431000101000.333
currentPHICJ.T. Realmuto431000101100.333
currentPHI2BBryson Stott430000001100.000
simulationOAK1SSJacob Wilson440000000000.000
simulationOAK2DHBrent Rooker430000001200.000
simulationOAK31BNick Kurtz420000002100.000
simulationOAK4RFColby Thomas441100110100.250
simulationOAK5CFZack Gelof440000000000.000
simulationOAK6LFTyler Soderstrom442000000000.500
simulationOAK7CAustin Wynns440000000000.000
simulationOAK82BDarell Hernaiz430000001100.000
simulationOAK93BBrett Harris331000000100.333
simulationPHI1SSTrea Turner552000100100.400
simulationPHI2DHKyle Schwarber552101120000.400
simulationPHI31BBryce Harper542100121000.500
simulationPHI4RFAdolis García541000121100.250
simulationPHI5LFBrandon Marsh551000110100.200
simulationPHI6CJ.T. Realmuto431000101100.333
simulationPHI72BBryson Stott430000001100.000
simulationPHI83BAlec Bohm431000101000.333
simulationPHI9CFJustin Crawford431000001000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentOAK1Luis SeverinoStarter4.0733310006.754.461.43
currentOAK2Hogan HarrisMiddle Reliever1.01221110018.002.891.66
currentOAK3Jack PerkinsMiddle Reliever1.0000010000.002.701.05
currentOAK4Joel KuhnelMiddle Reliever1.0100020000.002.131.11
currentOAK6Mark Leiter Jr.Middle Reliever1.02222000018.005.791.64
currentPHI1Cristopher SánchezStarter4.0400330000.002.901.51
currentPHI2Brad KellerMiddle Reliever1.0000020000.004.301.09
currentPHI3Jonathan BowlanMiddle Reliever1.0011000009.008.311.62
currentPHI4José AlvaradoMiddle Reliever1.0000000000.006.172.06
currentPHI5Orion KerkeringMiddle Reliever1.0000000000.002.131.18
currentPHI6Tim MayzaMiddle Reliever1.0000110000.003.501.06
simulationOAK1Luis SeverinoStarter4.073331022976.754.461.43
simulationOAK2Jack PerkinsMiddle Reliever1.00000103130.002.701.05
simulationOAK3Hogan HarrisMiddle Reliever1.012211152418.002.891.66
simulationOAK4Joel KuhnelMiddle Reliever1.01000204160.002.131.11
simulationOAK5Mark Leiter Jr.Middle Reliever1.022220073518.005.791.64
simulationPHI1Cristopher SánchezStarter4.040033019930.002.901.51
simulationPHI2Brad KellerMiddle Reliever1.00000203110.004.301.09
simulationPHI3José AlvaradoMiddle Reliever1.00000003110.006.172.06
simulationPHI4Orion KerkeringMiddle Reliever1.00000003110.002.131.18
simulationPHI5Tim MayzaMiddle Reliever1.00001104210.003.501.06
simulationPHI6Jonathan BowlanMiddle Reliever1.0011000389.008.311.62
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
OAKLuis SeverinoStarter4.037312297
OAKJack PerkinsMiddle Reliever1.00001313
OAKHogan HarrisMiddle Reliever1.02111524
OAKJoel KuhnelMiddle Reliever1.00102416
OAKMark Leiter Jr.Middle Reliever1.02220735
PHICristopher SánchezStarter4.004331993
PHIBrad KellerMiddle Reliever1.00002311
PHIJosé AlvaradoMiddle Reliever1.00000311
PHIOrion KerkeringMiddle Reliever1.00000311
PHITim MayzaMiddle Reliever1.00011421
PHIJonathan BowlanMiddle Reliever1.0100038
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_PIT@ARI

20260505_PIT@ARI.json • 2026-05-05

PIT 6 - ARI 2
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 3

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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match PIT pitching: 3.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match PIT pitching: 8.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match PIT pitching: 5.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=38 matches PIT BF=38.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match ARI pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match ARI pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match ARI pitching: 12.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match ARI pitching: 12.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=42 matches ARI BF=42.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI 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_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_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.
PASScurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines mirror simulation box score.
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]: 0.716.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.716.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.284.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PIT 12, ARI 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PIT 6 - ARI 2.
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': 0.7155473025896839, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_PIT@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PIT@ARI.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 183.
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: 183.
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: 154.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: PIT 6 - 2 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PIT 6 - 2 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.716.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 6-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-2, final 6-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 6-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 13/33 = 0.394.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 10/35 = 0.286.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match PIT pitching: 3.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match PIT pitching: 8.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match PIT pitching: 5.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=38 matches PIT BF=38.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match ARI pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match ARI pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match ARI pitching: 12.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match ARI pitching: 12.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=42 matches ARI BF=42.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI 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_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_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.
PASScurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines mirror simulation box score.
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]: 0.716.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.716.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.284.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PIT 12, ARI 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PIT 6 - ARI 2.
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': 0.7155473025896839, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_PIT@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PIT@ARI.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 183.
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: 183.
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: 154.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: PIT 6 - 2 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PIT 6 - 2 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.716.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 6-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-2, final 6-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 6-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 13/33 = 0.394.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 10/35 = 0.286.
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.9654211997985844.141990661621094Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction630.716Enhanced ML with recent form, H2H, low-score analysis
capped_target63Capped at max 12 realistic runs
simulation_result62Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PIT300012000612
ARI00100010028
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPITbatting3812101663121000
currentPITpitching812359.0200
currentARIbatting35800122350000
currentARIpitching12163129.0600
simulationPITbatting38121016631210
simulationPITpitching812359.0238154
simulationARIbatting358001223500
simulationARIpitching12163129.0642183
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPITDHMarcell Ozuna552001140100.400
currentPITCJoey Bart442000100100.500
currentPITRFBryan Reynolds541000110200.250
currentPIT2BNick Gonzales552000100200.400
currentPIT1BRyan O'Hearn541000001200.250
currentPIT3BJared Triolo432100111100.667
currentPITCFOneil Cruz552000100200.400
currentPITLFJake Mangum440000000000.000
currentPITSSKonnor Griffin540000001100.000
currentARI2BKetel Marte552000000000.400
currentARIRFCorbin Carroll441001110100.250
currentARICGabriel Moreno431000001100.333
currentARI3BNolan Arenado440000000100.000
currentARIDHAdrian Del Castillo440000000000.000
currentARISSGeraldo Perdomo542000001000.500
currentARI1BIldemaro Vargas442000000000.500
currentARICFAlek Thomas440000000200.000
currentARILFLourdes Gurriel Jr.430000111000.000
simulationPIT1CFOneil Cruz552000100200.400
simulationPIT22BNick Gonzales552000100200.400
simulationPIT3RFBryan Reynolds541000110200.250
simulationPIT41BRyan O'Hearn541000001200.250
simulationPIT5DHMarcell Ozuna552001140100.400
simulationPIT6SSKonnor Griffin540000001100.000
simulationPIT7LFJake Mangum440000000000.000
simulationPIT8CJoey Bart442000100100.500
simulationPIT93BJared Triolo432100111100.667
simulationARI1SSGeraldo Perdomo542000001000.500
simulationARI22BKetel Marte552000000000.400
simulationARI3RFCorbin Carroll441001110100.250
simulationARI4DHAdrian Del Castillo440000000000.000
simulationARI51BIldemaro Vargas442000000000.500
simulationARI6LFLourdes Gurriel Jr.430000111000.000
simulationARI73BNolan Arenado440000000100.000
simulationARI8CGabriel Moreno431000001100.333
simulationARI9CFAlek Thomas440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPIT1Bubba ChandlerStarter4.0611220002.254.971.48
currentPIT2Dennis SantanaMiddle Reliever1.0100000000.003.071.16
currentPIT3Gregory SotoMiddle Reliever1.0000030000.001.590.71
currentPIT4Isaac MattsonMiddle Reliever1.0111001009.003.781.44
currentPIT5Mason MontgomeryMiddle Reliever1.0000000000.003.381.35
currentPIT6Yohan RamírezMiddle Reliever1.0000100000.002.081.15
currentARI1Eduardo RodriguezStarter4.0411381002.253.031.41
currentARI2Jonathan LoáisigaMiddle Reliever1.0000010000.000.000.43
currentARI3Juan MorilloMiddle Reliever1.03220100018.0010.802.40
currentARI4Kevin GinkelMiddle Reliever1.0211020009.009.002.00
currentARI5Paul SewaldMiddle Reliever1.0311000009.000.000.00
currentARI6Taylor ClarkeMiddle Reliever1.0011000009.00108.009.00
simulationPIT1Bubba ChandlerStarter4.061122020802.254.971.48
simulationPIT2Dennis SantanaMiddle Reliever1.01000004190.003.071.16
simulationPIT3Gregory SotoMiddle Reliever1.00000303160.001.590.71
simulationPIT4Isaac MattsonMiddle Reliever1.01110014129.003.781.44
simulationPIT5Mason MontgomeryMiddle Reliever1.00000003140.003.381.35
simulationPIT6Yohan RamírezMiddle Reliever1.00001004130.002.081.15
simulationARI1Eduardo RodriguezStarter4.041138119912.253.031.41
simulationARI2Paul SewaldMiddle Reliever1.03110006199.000.000.00
simulationARI3Juan MorilloMiddle Reliever1.032201062618.0010.802.40
simulationARI4Jonathan LoáisigaMiddle Reliever1.00000103130.000.000.43
simulationARI5Kevin GinkelMiddle Reliever1.02110205239.009.002.00
simulationARI6Taylor ClarkeMiddle Reliever1.00110003119.00108.009.00
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PITBubba ChandlerStarter4.016222080
PITDennis SantanaMiddle Reliever1.00100419
PITGregory SotoMiddle Reliever1.00003316
PITIsaac MattsonMiddle Reliever1.01100412
PITMason MontgomeryMiddle Reliever1.00000314
PITYohan RamírezMiddle Reliever1.00010413
ARIEduardo RodriguezStarter4.014381991
ARIPaul SewaldMiddle Reliever1.01300619
ARIJuan MorilloMiddle Reliever1.02301626
ARIJonathan LoáisigaMiddle Reliever1.00001313
ARIKevin GinkelMiddle Reliever1.01202523
ARITaylor ClarkeMiddle Reliever1.01000311
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_SD@SF

20260505_SD@SF.json • 2026-05-05

SD 3 - SF 5
CRITICAL

Final simulation needs review: critical box-score inconsistencies remain. Risk score: 200.

CRITICAL 2ERROR 0WARN 0PASS 95INFO 3
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
CRITICALPitching
Review the listed finding and decide whether to fix the data or downgrade the rule.
2C / 0E / 0WSFcurrent:SF has 1 pitcher line(s) violating baseball constraints.
simulation:SF has 1 pitcher line(s) violating baseball constraints.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALpitchingcurrentSFPITCHING_REALISMcurrent:SF has 1 pitcher line(s) violating baseball constraints.
CRITICALpitchingsimulationSFPITCHING_REALISMsimulation:SF has 1 pitcher line(s) violating baseball constraints.
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALpitchingcurrentSFPITCHING_REALISMcurrent:SF has 1 pitcher line(s) violating baseball constraints.
CRITICALpitchingsimulationSFPITCHING_REALISMsimulation:SF has 1 pitcher 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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match SF pitching: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match SF pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match SF pitching: 10.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=35 matches SF BF=35.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match SD pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match SD pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match SD pitching: 10.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match SD pitching: 5.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=36 matches SD BF=36.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.489.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.511.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.511.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.276/0.652.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SD 3, SF 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 3 - SF 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SF.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SF; cap=0.57, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.57, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'SF', 'opponent_team': 'SD', 'h2h_net_margin': -1, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-04-01', 'predicted_team_runs': 7, 'opponent_runs': 1, 'margin_for_predicted_team': 6, 'winner': 'SD'}, {'date': '2026-04-01', 'predicted_team_runs': 3, 'opponent_runs': 9, 'margin_for_predicted_team': -6, 'winner': 'SF'}, {'date': '2026-03-31', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'SF'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'SD', 'confidence': 0.57, 'actual_winner': None, 'actual_margin': 0, 'path': '20260504_SD@SF.json'}]}, 'pre_final_sync_predicted_team': 'SD', 'final_score_winner': 'SF', 'pre_simulation_winner': 'SF', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'SD 3 - 4 SF', 'winner': 'SF'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'SD 3 - 5 SF', 'winner': 'SF'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 1, 'total_run_delta': 1, 'score_source': 'scoring_simulation.final_score'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_SD@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@SF.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
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: 139.
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: 159.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SD 3 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 3 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SF wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SF, final=SF.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.511.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SF wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SF wins 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SF wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 10/34 = 0.294.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 8/35 = 0.229.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match SF pitching: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match SF pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match SF pitching: 10.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=35 matches SF BF=35.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match SD pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match SD pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match SD pitching: 10.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match SD pitching: 5.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=36 matches SD BF=36.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.489.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.511.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.511.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.276/0.652.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SD 3, SF 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 3 - SF 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SF.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SF; cap=0.57, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.57, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'SF', 'opponent_team': 'SD', 'h2h_net_margin': -1, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-04-01', 'predicted_team_runs': 7, 'opponent_runs': 1, 'margin_for_predicted_team': 6, 'winner': 'SD'}, {'date': '2026-04-01', 'predicted_team_runs': 3, 'opponent_runs': 9, 'margin_for_predicted_team': -6, 'winner': 'SF'}, {'date': '2026-03-31', 'predicted_team_runs': 2, 'opponent_runs': 3, 'margin_for_predicted_team': -1, 'winner': 'SF'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'SD', 'confidence': 0.57, 'actual_winner': None, 'actual_margin': 0, 'path': '20260504_SD@SF.json'}]}, 'pre_final_sync_predicted_team': 'SD', 'final_score_winner': 'SF', 'pre_simulation_winner': 'SF', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'SD 3 - 4 SF', 'winner': 'SF'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 5, 'score_text': 'SD 3 - 5 SF', 'winner': 'SF'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 1, 'total_run_delta': 1, 'score_source': 'scoring_simulation.final_score'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_SD@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@SF.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
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: 139.
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: 159.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SD 3 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 3 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SF wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SF, final=SF.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.511.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SF wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SF wins 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SF wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 10/34 = 0.294.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 8/35 = 0.229.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.51664495468139653.4166014194488525Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction340.511Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
capped_target34Capped at max 12 realistic runs
simulation_result35Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SD00200001033
SF040001000510
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSDbatting303102335100000
currentSDpitching1025258.0500
currentSFbatting341020255250000
currentSFpitching3235109.0300
simulationSDbatting3031023351000
simulationSDpitching1025258.0536139
simulationSFbatting3410202552500
simulationSFpitching3235109.0335159
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSD2BSung-Mun Song331001120100.333
currentSD1BGavin Sheets430000001100.000
currentSDSSXander Bogaerts430000001200.000
currentSDRFFernando Tatis Jr.440000000100.000
currentSDCLuis Campusano440000000100.000
currentSDDHMiguel Andujar431100101100.333
currentSDCFJackson Merrill441001110100.250
currentSDLFNick Castellanos430000001100.000
currentSD3BManny Machado430000001100.000
currentSFDHBryce Eldridge441100000300.250
currentSFSSWilly Adames443100100000.750
currentSF3BMatt Chapman432000111000.667
currentSFRFJung Hoo Lee440000000000.000
currentSFCFDrew Gilbert441001130000.250
currentSF2BCasey Schmitt441000100000.250
currentSFCJesus Rodriguez441001110100.250
currentSF1BRafael Devers430000001000.000
currentSFLFHeliot Ramos441000000100.250
simulationSD1CFJackson Merrill441001110100.250
simulationSD23BManny Machado430000001100.000
simulationSD3DHMiguel Andujar431100101100.333
simulationSD41BGavin Sheets430000001100.000
simulationSD5RFFernando Tatis Jr.440000000100.000
simulationSD6SSXander Bogaerts430000001200.000
simulationSD7LFNick Castellanos430000001100.000
simulationSD8CLuis Campusano440000000100.000
simulationSD92BSung-Mun Song331001120100.333
simulationSF1RFJung Hoo Lee440000000000.000
simulationSF22BCasey Schmitt441000100000.250
simulationSF31BRafael Devers430000001000.000
simulationSF4LFHeliot Ramos441000000100.250
simulationSF5DHBryce Eldridge441100000300.250
simulationSF63BMatt Chapman432000111000.667
simulationSF7SSWilly Adames443100100000.750
simulationSF8CFDrew Gilbert441001130000.250
simulationSF9CJesus Rodriguez441001110100.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSD1Walker BuehlerStarter3.03441120012.005.401.56
currentSD2Adrian MorejonMiddle Reliever1.0100100000.006.001.39
currentSD3Bradgley RodriguezMiddle Reliever1.0000010000.001.621.08
currentSD4Jason AdamMiddle Reliever1.0311000009.002.000.89
currentSD5Mason MillerMiddle Reliever1.0100010000.001.100.61
currentSD6Ron MarinaccioMiddle Reliever1.0200020000.005.301.50
currentSF1Logan WebbStarter5.0222251003.604.301.36
currentSF2Caleb KilianMiddle Reliever1.0011101009.001.121.00
currentSF3Keaton WinnMiddle Reliever1.0000010000.002.450.82
currentSF4Matt GageMiddle Reliever1.0000020000.001.291.14
currentSF5Ryan WalkerMiddle Reliever1.0100220000.004.611.54
simulationSD1Walker BuehlerStarter3.0344112135312.005.401.56
simulationSD2Mason MillerMiddle Reliever1.01000104170.001.100.61
simulationSD3Adrian MorejonMiddle Reliever1.01001005210.006.001.39
simulationSD4Jason AdamMiddle Reliever1.03110006199.002.000.89
simulationSD5Bradgley RodriguezMiddle Reliever1.00000103110.001.621.08
simulationSD6Ron MarinaccioMiddle Reliever1.02000205180.005.301.50
simulationSF1Logan WebbStarter5.022225118733.604.301.36
simulationSF2Ryan WalkerMiddle Reliever1.01002206320.004.611.54
simulationSF3Keaton WinnMiddle Reliever1.00000103130.002.450.82
simulationSF4Caleb KilianMiddle Reliever1.00111015239.001.121.00
simulationSF5Matt GageMiddle Reliever1.00000203180.001.291.14
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SDWalker BuehlerStarter3.043111353
SDMason MillerMiddle Reliever1.00101417
SDAdrian MorejonMiddle Reliever1.00110521
SDJason AdamMiddle Reliever1.01300619
SDBradgley RodriguezMiddle Reliever1.00001311
SDRon MarinaccioMiddle Reliever1.00202518
SFLogan WebbStarter5.022251873
SFRyan WalkerMiddle Reliever1.00122632
SFKeaton WinnMiddle Reliever1.00001313
SFCaleb KilianMiddle Reliever1.01010523
SFMatt GageMiddle Reliever1.00002318
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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_REALISMcritical2002Pitcher/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.

20260505_TEX@NYY

20260505_TEX@NYY.json • 2026-05-05

TEX 1 - NYY 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 97INFO 3

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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match TEX pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match TEX pitching: 9.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match TEX pitching: 7.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=36 matches TEX BF=36.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match NYY pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match NYY pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match NYY pitching: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match NYY pitching: 8.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=33 matches NYY BF=33.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX 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_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
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: TEX 5, NYY 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 1 - NYY 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.58, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'TEX', 'h2h_net_margin': 0, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-04-29', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'TEX'}, {'date': '2026-04-29', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'NYY'}, {'date': '2026-04-28', 'predicted_team_runs': 4, 'opponent_runs': 2, 'margin_for_predicted_team': 2, 'winner': 'NYY'}], 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TEX 3 - 4 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 1, 'home_runs': 5, 'score_text': 'TEX 1 - 5 NYY', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -2, 'home_run_delta': 1, 'total_run_delta': -1, 'score_source': 'scoring_simulation.final_score'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_TEX@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@NYY.
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: 127.
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: 127.
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: 146.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX 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_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX 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_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TEX 1 - 5 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 1 - 5 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYY wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 1-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 15/35 = 0.429.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 11/34 = 0.324.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match TEX pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match TEX pitching: 9.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match TEX pitching: 7.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=36 matches TEX BF=36.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match NYY pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match NYY pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match NYY pitching: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match NYY pitching: 8.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=33 matches NYY BF=33.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX 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_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASScurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.303/0.707.
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: TEX 5, NYY 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 1 - NYY 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for NYY; cap=0.58, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick'], 'signals': {'predicted_team': 'NYY', 'opponent_team': 'TEX', 'h2h_net_margin': 0, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-04-29', 'predicted_team_runs': 0, 'opponent_runs': 3, 'margin_for_predicted_team': -3, 'winner': 'TEX'}, {'date': '2026-04-29', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'NYY'}, {'date': '2026-04-28', 'predicted_team_runs': 4, 'opponent_runs': 2, 'margin_for_predicted_team': 2, 'winner': 'NYY'}], 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}, 'final_score_winner': 'NYY', 'pre_simulation_winner': 'NYY', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TEX 3 - 4 NYY', 'winner': 'NYY'}, 'final_simulation_score': {'away_runs': 1, 'home_runs': 5, 'score_text': 'TEX 1 - 5 NYY', 'winner': 'NYY'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -2, 'home_run_delta': 1, 'total_run_delta': -1, 'score_source': 'scoring_simulation.final_score'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_TEX@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@NYY.
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: 127.
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: 127.
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: 146.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX 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_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX 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_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TEX 1 - 5 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 1 - 5 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYY wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 1-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 15/35 = 0.429.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 11/34 = 0.324.
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.45292162895202644.076888084411621Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction340.580Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
capped_target34Capped at max 12 realistic runs
simulation_result15Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TEX00000100015
NYY01000040059
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTEXbatting32500111180000
currentTEXpitching915378.0500
currentNYYbatting33910155370000
currentNYYpitching511189.0100
simulationTEXbatting325001111800
simulationTEXpitching915378.0536146
simulationNYYbatting339101553700
simulationNYYpitching511189.0133127
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTEXCFEvan Carter441000000100.250
currentTEX3BJosh Jung442001110000.500
currentTEXDHJoc Pederson441000000200.250
currentTEX2BEzequiel Duran440000000000.000
currentTEXLFAlejandro Osuna330000000100.000
currentTEXRFAndrew McCutchen330000000200.000
currentTEXCDanny Jansen331000000000.333
currentTEXSSCorey Seager430000001000.000
currentTEX1BJake Burger440000000200.000
currentNYYCAustin Wells442000110000.500
currentNYY3BRyan McMahon441000000100.250
currentNYY2BJazz Chisholm Jr.441100100100.250
currentNYYRFAaron Judge433001141001.000
currentNYY1BPaul Goldschmidt440000000000.000
currentNYYLFCody Bellinger440000000000.000
currentNYYDHJasson Domínguez441000100100.250
currentNYYSSJosé Caballero431000101200.333
currentNYYCFTrent Grisham430000001200.000
simulationTEX1CFEvan Carter441000000100.250
simulationTEX2SSCorey Seager430000001000.000
simulationTEX33BJosh Jung442001110000.500
simulationTEX4DHJoc Pederson441000000200.250
simulationTEX52BEzequiel Duran440000000000.000
simulationTEX61BJake Burger440000000200.000
simulationTEX7LFAlejandro Osuna330000000100.000
simulationTEX8CDanny Jansen331000000000.333
simulationTEX9RFAndrew McCutchen330000000200.000
simulationNYY1CFTrent Grisham430000001200.000
simulationNYY2RFAaron Judge433001141001.000
simulationNYY3LFCody Bellinger440000000000.000
simulationNYY4DHJasson Domínguez441000100100.250
simulationNYY52BJazz Chisholm Jr.441100100100.250
simulationNYY61BPaul Goldschmidt440000000000.000
simulationNYY7CAustin Wells442000110000.500
simulationNYY83BRyan McMahon441000000100.250
simulationNYY9SSJosé Caballero431000101200.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTEX1Jacob deGromStarter4.0511150002.252.010.96
currentTEX3Cole WinnMiddle Reliever1.03442110036.005.271.32
currentTEX4Jacob LatzMiddle Reliever1.0000000000.001.020.45
currentTEX5Jakob JunisMiddle Reliever1.0100000000.001.760.72
currentTEX6Tyler AlexanderMiddle Reliever1.0000010000.001.721.34
currentNYY1Elmer Rodriguez-CruzStarter4.0511151002.254.502.00
currentNYY2David BednarMiddle Reliever3.0000020000.003.291.61
currentNYY4Brent HeadrickMiddle Reliever1.0000010000.001.591.35
currentNYY5Fernando CruzMiddle Reliever1.0000000000.002.841.50
simulationTEX1Jacob deGromStarter4.051115018802.252.010.96
simulationTEX2Jakob JunisMiddle Reliever1.01000004100.001.760.72
simulationTEX3Jacob LatzMiddle Reliever1.0000000380.001.020.45
simulationTEX4Cole WinnMiddle Reliever1.034421183536.005.271.32
simulationTEX5Tyler AlexanderMiddle Reliever1.00000103130.001.721.34
simulationNYY1Elmer Rodriguez-CruzStarter4.051115124922.254.502.00
simulationNYY2David BednarMiddle Reliever3.00000203140.003.291.61
simulationNYY3Fernando CruzMiddle Reliever1.0000000380.002.841.50
simulationNYY4Brent HeadrickMiddle Reliever1.00000103130.001.591.35
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TEXJacob deGromStarter4.015151880
TEXJakob JunisMiddle Reliever1.00100410
TEXJacob LatzMiddle Reliever1.0000038
TEXCole WinnMiddle Reliever1.04321835
TEXTyler AlexanderMiddle Reliever1.00001313
NYYElmer Rodriguez-CruzStarter4.015152492
NYYDavid BednarMiddle Reliever3.00002314
NYYFernando CruzMiddle Reliever1.0000038
NYYBrent HeadrickMiddle Reliever1.00001313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.

20260505_TOR@TB

20260505_TOR@TB.json • 2026-05-05

TOR 1 - TB 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 97INFO 3

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match TOR pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match TOR pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match TOR pitching: 9.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match TOR pitching: 7.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=36 matches TOR BF=36.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match TB pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match TB pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match TB pitching: 5.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=31 matches TB BF=31.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB 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_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.
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.
PASScurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.402.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.598.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.598.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.400/0.900.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 3, TB 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 1 - TB 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TB.{'winner_confidence': 0.5983951765586074, 'h2h_net_margin': 4, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'TB', 'confidence': 0.664759932896148, 'actual_winner': 'TB', 'actual_margin': 4, 'file': '20260504_TOR@TB.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_TOR@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@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: 156.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 122.
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: 122.
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: 156.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 1 - 4 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 1 - 4 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.598.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/10 (0.900).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TB wins 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 1-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-4, final 1-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 4-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 14/34 = 0.412.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 14/35 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match TOR pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match TOR pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match TOR pitching: 9.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match TOR pitching: 7.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=36 matches TOR BF=36.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match TB pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match TB pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match TB pitching: 5.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=31 matches TB BF=31.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB 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_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.
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.
PASScurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines mirror simulation box score.
PASScurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current finalized batting totals match final simulation box score.
PASScurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines mirror simulation box score.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.402.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.598.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.598.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.400/0.900.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 3, TB 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 1 - TB 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TB.{'winner_confidence': 0.5983951765586074, 'h2h_net_margin': 4, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-04', 'predicted_team': 'TB', 'confidence': 0.664759932896148, 'actual_winner': 'TB', 'actual_margin': 4, 'file': '20260504_TOR@TB.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-05.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260505_TOR@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@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: 156.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 122.
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: 122.
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: 156.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 1 - 4 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 1 - 4 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.598.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/10 (0.900).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TB wins 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 1-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-4, final 1-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 4-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 14/34 = 0.412.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 14/35 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.5175552368164064.093961715698242Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction230.598Enhanced ML with recent form, H2H, low-score analysis
capped_target23Capped at max 12 realistic runs
simulation_result14Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TOR00000010013
TB00211000049
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTORbatting30300111150000
currentTORpitching914378.0400
currentTBbatting33930144370000
currentTBpitching311159.0100
simulationTORbatting303001111500
simulationTORpitching914378.0436156
simulationTBbatting339301443700
simulationTBpitching311159.0131122
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTORRFJesús Sánchez441001110100.250
currentTOR1BLenyn Sosa330000000000.000
currentTORDHGeorge Springer431000001000.333
currentTOR3BKazuma Okamoto440000000000.000
currentTORCFDaulton Varsho331000000100.333
currentTOR2BErnie Clement330000000100.000
currentTORCBrandon Valenzuela330000000100.000
currentTORSSAndrés Giménez330000000100.000
currentTORLFYohendrick Pinango440000000000.000
currentTBDHYandy Díaz441001110100.250
currentTB3BJunior Caminero430000001200.000
currentTBCHunter Feduccia432200101000.667
currentTBCFCedric Mullins440000000100.000
currentTB1BJonathan Aranda441000000100.250
currentTBSSBen Williamson441000000100.250
currentTBRFJake Fraley431000001000.333
currentTB2BRichie Palacios442100120000.500
currentTBLFChandler Simpson441000110100.250
simulationTOR1DHGeorge Springer431000001000.333
simulationTOR2LFYohendrick Pinango440000000000.000
simulationTOR33BKazuma Okamoto440000000000.000
simulationTOR4RFJesús Sánchez441001110100.250
simulationTOR51BLenyn Sosa330000000000.000
simulationTOR6CFDaulton Varsho331000000100.333
simulationTOR72BErnie Clement330000000100.000
simulationTOR8SSAndrés Giménez330000000100.000
simulationTOR9CBrandon Valenzuela330000000100.000
simulationTB1LFChandler Simpson441000110100.250
simulationTB23BJunior Caminero430000001200.000
simulationTB31BJonathan Aranda441000000100.250
simulationTB4DHYandy Díaz441001110100.250
simulationTB5RFJake Fraley431000001000.333
simulationTB6SSBen Williamson441000000100.250
simulationTB7CFCedric Mullins440000000100.000
simulationTB8CHunter Feduccia432200101000.667
simulationTB92BRichie Palacios442100120000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTOR1Kevin GausmanStarter4.0722230004.503.100.96
currentTOR2Braydon FisherMiddle Reliever1.0000000000.002.951.15
currentTOR3Jeff HoffmanMiddle Reliever1.0111020009.006.141.84
currentTOR4Louis VarlandMiddle Reliever1.0111011009.000.531.06
currentTOR6Tyler RogersMiddle Reliever1.0000110000.000.550.73
currentTB1Drew RasmussenStarter5.0200040000.002.640.85
currentTB2Bryan BakerMiddle Reliever1.0000000000.002.630.88
currentTB3Cole SulserMiddle Reliever1.0000010000.002.891.45
currentTB4Hunter BiggeMiddle Reliever1.0000100000.003.601.20
currentTB5Ian SeymourMiddle Reliever1.0111001009.002.701.14
simulationTOR1Kevin GausmanStarter4.072223021914.503.100.96
simulationTOR2Louis VarlandMiddle Reliever1.01110114149.000.531.06
simulationTOR3Tyler RogersMiddle Reliever1.00001104180.000.550.73
simulationTOR4Jeff HoffmanMiddle Reliever1.01110204199.006.141.84
simulationTOR5Braydon FisherMiddle Reliever1.00000003140.002.951.15
simulationTB1Drew RasmussenStarter5.020004017690.002.640.85
simulationTB2Bryan BakerMiddle Reliever1.00000003120.002.630.88
simulationTB3Ian SeymourMiddle Reliever1.01110014129.002.701.14
simulationTB4Cole SulserMiddle Reliever1.00000103130.002.891.45
simulationTB5Hunter BiggeMiddle Reliever1.00001004160.003.601.20
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TORKevin GausmanStarter4.027232191
TORLouis VarlandMiddle Reliever1.01101414
TORTyler RogersMiddle Reliever1.00011418
TORJeff HoffmanMiddle Reliever1.01102419
TORBraydon FisherMiddle Reliever1.00000314
TBDrew RasmussenStarter5.002041769
TBBryan BakerMiddle Reliever1.00000312
TBIan SeymourMiddle Reliever1.01100412
TBCole SulserMiddle Reliever1.00001313
TBHunter BiggeMiddle Reliever1.00010416
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_BOXgood0004Current finalized player totals agree with final simulation box score.
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_BOXgood0002Current finalized hitter lines mirror the simulation box score.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs matches scoring_simulation.final_score.
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.