MLB JSON Audit Report

Generated 2026-07-07 21:34:56. This single HTML file audits only the selected game date. The default view focuses on actionable problems first; detailed checks, passed checks, batting, pitching, pitch counts, and the rule catalog stay available in collapsible sections.

0Critical
0Error
16Warn
1464Pass
112Info

20260707_ARI@SD

20260707_ARI@SD.json • 2026-07-07

ARI 5 - SD 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_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_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=9, sim=10; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=3, sim=5; R: current=4, sim=5; BB: current=2, sim=4; SO: current=9, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Tommy Troy: AB current=3 box=5, SO current=1 box=2; Ketel Marte: AB current=4 box=5, H current=1 box=3, HR current=0 box=1, RBI current=1 box=4; Pavin Smith: AB current=3 box=4, H current=1 box=0, BB current=0 box=1, SO current=1 box=3; Max Kepler: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Corbin Carroll: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Lourdes Gurriel Jr.: AB current=4 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Gabriel Moreno: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Nolan Arenado: AB current=3 box=4New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=9, sim=6; 3B: current=0, sim=1; RBI: current=1, sim=3; R: current=1, sim=3; BB: current=1, sim=6; SO: current=9, sim=13; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Manny Machado: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Jackson Merrill: AB current=4 box=5, SO current=1 box=3; Fernando Tatis Jr.: AB current=4 box=5, H current=1 box=0; Xander Bogaerts: AB current=4 box=3, RBI current=0 box=2, R current=0 box=1, BB current=0 box=1; Gavin Sheets: AB current=3 box=4, SO current=1 box=2; Jake Cronenworth: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Luis Campusano: AB current=3 box=2, H current=1 box=0, BB current=0 box=2; Samad Taylor: H current=1 box=2, 3B current=0 box=1, RBI current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match SD pitching: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match SD pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match SD pitching: 10.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match SD pitching: 10.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=41 matches SD BF=41.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match ARI pitching: 6.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match ARI pitching: 6.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match ARI pitching: 13.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=40 matches ARI BF=40.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD 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_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.447/0.632.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 10, SD 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 5 - SD 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ARI.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'ARI', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_ARI@SD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_ARI@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@SD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 194.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 178.
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: 194.
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: 178.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD 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_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 5 - 3 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 5 - 3 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ARI, final=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/10 (0.900).
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: ARI wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-3, final 5-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 9/10 = 0.900.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 1/10 = 0.100.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match SD pitching: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match SD pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match SD pitching: 10.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match SD pitching: 10.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=41 matches SD BF=41.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match ARI pitching: 6.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match ARI pitching: 6.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match ARI pitching: 13.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=40 matches ARI BF=40.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD 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_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.447/0.632.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 10, SD 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 5 - SD 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ARI.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'ARI', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_ARI@SD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_ARI@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@SD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 194.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 178.
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: 194.
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: 178.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD 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_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 5 - 3 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 5 - 3 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ARI, final=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/10 (0.900).
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: ARI wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-3, final 5-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 9/10 = 0.900.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 1/10 = 0.100.
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_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=9, sim=10; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=3, sim=5; R: current=4, sim=5; BB: current=2, sim=4; SO: current=9, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Tommy Troy: AB current=3 box=5, SO current=1 box=2; Ketel Marte: AB current=4 box=5, H current=1 box=3, HR current=0 box=1, RBI current=1 box=4; Pavin Smith: AB current=3 box=4, H current=1 box=0, BB current=0 box=1, SO current=1 box=3; Max Kepler: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Corbin Carroll: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Lourdes Gurriel Jr.: AB current=4 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Gabriel Moreno: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Nolan Arenado: AB current=3 box=4New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=9, sim=6; 3B: current=0, sim=1; RBI: current=1, sim=3; R: current=1, sim=3; BB: current=1, sim=6; SO: current=9, sim=13; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Manny Machado: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Jackson Merrill: AB current=4 box=5, SO current=1 box=3; Fernando Tatis Jr.: AB current=4 box=5, H current=1 box=0; Xander Bogaerts: AB current=4 box=3, RBI current=0 box=2, R current=0 box=1, BB current=0 box=1; Gavin Sheets: AB current=3 box=4, SO current=1 box=2; Jake Cronenworth: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Luis Campusano: AB current=3 box=2, H current=1 box=0, BB current=0 box=2; Samad Taylor: H current=1 box=2, 3B current=0 box=1, RBI current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.8475866317749022.9564530849456787Base ML historical model prediction
variance_applied73Random variance applied (0.9-1.1)
enhanced_prediction620.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment62Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review62Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target62Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ARI210100010510
SD00000021036
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentARIbatting32900034290000
currentARIpitching6036139.0300
currentSDbatting31900011190000
currentSDpitching10254109.0500
simulationARIbatting37101025541000
simulationARIpitching6036139.0340194
simulationSDbatting3360103361301
simulationSDpitching10254109.0541178
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentARIDHTommy Troy031000100100.333
currentARICKetel Marte041000110100.250
currentARI1BGeraldo Perdomo041000101100.250
currentARI2BPavin Smith031000000100.333
currentARI3BMax Kepler031000000100.333
currentARISSCorbin Carroll041000111100.250
currentARILFLourdes Gurriel Jr.041000000100.250
currentARICFGabriel Moreno041000010100.250
currentARIRFNolan Arenado031000000100.333
currentSD3BManny Machado041000011100.250
currentSDCFJackson Merrill041000000100.250
currentSDRFFernando Tatis Jr.041000000100.250
currentSDSSXander Bogaerts041000000100.250
currentSDDHGavin Sheets031000000100.333
currentSD1BJake Cronenworth031000000100.333
currentSDCLuis Campusano031000000100.333
currentSDLFSamad Taylor031000100100.333
currentSD2BSung-Mun Song031000000100.333
simulationARI1OFTommy Troy551000100200.200
simulationARI2SSGeraldo Perdomo541000101100.250
simulationARI32BKetel Marte553001140100.600
simulationARI4DHPavin Smith540000001300.000
simulationARI5CGabriel Moreno552100100000.400
simulationARI63BNolan Arenado441000000100.250
simulationARI7RFCorbin Carroll440000000100.000
simulationARI8LFMax Kepler442001110100.500
simulationARI9LFLourdes Gurriel Jr.420000002000.000
simulationSD1RFFernando Tatis Jr.550000000100.000
simulationSD2CFJackson Merrill551000000300.200
simulationSD3SSXander Bogaerts531000121210.333
simulationSD43BManny Machado550000000200.000
simulationSD5DHGavin Sheets441000000200.250
simulationSD61BJake Cronenworth430000001000.000
simulationSD7CLuis Campusano420000002100.000
simulationSD8LFSamad Taylor432010111100.667
simulationSD92BSung-Mun Song431000101100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentARI1Eduardo RodriguezStarter6.23003110000.002.451.23
currentARI2Jonathan LoáisigaMiddle Reliever1.0111100009.000.000.43
currentARI3Juan MorilloMiddle Reliever0.00110000010.802.40
currentARI4Kevin GinkelMiddle Reliever0.12112100027.009.002.00
currentARI5Paul SewaldMiddle Reliever1.0000010000.000.000.00
currentSD1Germán MárquezStarter5.0844351007.205.791.47
currentSD2Kyle HartMiddle Reliever1.1100020000.005.281.04
currentSD3Adrian MorejonMiddle Reliever1.0000000000.003.521.11
currentSD4Mason MillerMiddle Reliever1.0000020000.000.980.82
currentSD5Bradgley RodriguezMiddle Reliever0.11111110027.002.211.20
currentSD6Yuki MatsuiMiddle Reliever0.1000000000.002.031.23
simulationARI1Eduardo RodriguezStarter6.23003110261170.002.451.23
simulationARI2Paul SewaldMiddle Reliever1.00000103130.000.000.00
simulationARI3Kevin GinkelMiddle Reliever0.121121052127.009.002.00
simulationARI4Jonathan LoáisigaMiddle Reliever1.01111005239.000.000.43
simulationARI5Juan MorilloMiddle Reliever0.001100012010.802.40
simulationSD1Germán MárquezStarter5.084435126997.205.791.47
simulationSD2Mason MillerMiddle Reliever1.00000203170.000.980.82
simulationSD3Adrian MorejonMiddle Reliever1.00000003180.003.521.11
simulationSD4Kyle HartMiddle Reliever1.1100020560.005.281.04
simulationSD5Bradgley RodriguezMiddle Reliever0.111111131627.002.211.20
simulationSD6Yuki MatsuiMiddle Reliever0.10000001220.002.031.23
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ARIEduardo RodriguezStarter6.20331126117
ARIJonathan LoáisigaMiddle Reliever1.01110523
ARIJuan MorilloMiddle Reliever0.01000120
ARIKevin GinkelMiddle Reliever0.11221521
ARIPaul SewaldMiddle Reliever1.00001313
SDGermán MárquezStarter5.048352699
SDKyle HartMiddle Reliever1.1010256
SDAdrian MorejonMiddle Reliever1.00000318
SDMason MillerMiddle Reliever1.00002317
SDBradgley RodriguezMiddle Reliever0.11111316
SDYuki MatsuiMiddle Reliever0.10000122
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_ATL@PIT

20260707_ATL@PIT.json • 2026-07-07

ATL 3 - PIT 4
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_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_payloadcurrentPITCURRENT_PITCHER_DUPLICATIONPIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=5, sim=3; R: current=5, sim=3; BB: current=0, sim=1; SO: current=9, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Michael Harris II: H current=1 box=2, HR current=0 box=1; Matt Olson: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ozzie Albies: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Drake Baldwin: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Mauricio Dubón: H current=1 box=2, 2B current=0 box=1; Dominic Smith: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Austin Riley: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Mike Yastrzemski: BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=31, sim=29; H: current=9, sim=5; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=6, sim=4; R: current=6, sim=4; SO: current=9, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Bryan Reynolds: AB current=4 box=3, 2B current=0 box=1, SO current=1 box=2; Brandon Lowe: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Esmerlyn Valdez: AB current=3 box=4, RBI current=1 box=0, SO current=1 box=2; Jake Mangum: AB current=3 box=4, H current=1 box=0, R current=1 box=0; Nick Gonzales: AB current=4 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Ryan O'Hearn: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jared Triolo: H current=1 box=0; Tyler Callihan: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match PIT pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match PIT pitching: 7.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match PIT pitching: 5.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=36 matches PIT BF=36.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match ATL pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match ATL pitching: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match ATL pitching: 5.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match ATL pitching: 11.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=31 matches ATL BF=31.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL 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_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_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.416.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.584.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.584.
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: 0.432/0.615.
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: ATL 7, PIT 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 3 - PIT 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PIT.{'winner_confidence': 0.5836025564962939, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_ATL@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@PIT.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 126.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 134.
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: 126.
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: 134.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL 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_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL 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: ATL 3 - 4 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 3 - 4 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.584.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match PIT pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match PIT pitching: 7.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match PIT pitching: 5.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=36 matches PIT BF=36.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match ATL pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match ATL pitching: 2.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match ATL pitching: 5.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match ATL pitching: 11.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=31 matches ATL BF=31.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL 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_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_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.416.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.584.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.584.
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: 0.432/0.615.
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: ATL 7, PIT 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 3 - PIT 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PIT.{'winner_confidence': 0.5836025564962939, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_ATL@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@PIT.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 126.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 134.
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: 126.
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: 134.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL 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_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL 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: ATL 3 - 4 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 3 - 4 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.584.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 5/10 = 0.500.
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_payloadcurrentPITCURRENT_PITCHER_DUPLICATIONPIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=5, sim=3; R: current=5, sim=3; BB: current=0, sim=1; SO: current=9, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Michael Harris II: H current=1 box=2, HR current=0 box=1; Matt Olson: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Ozzie Albies: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Drake Baldwin: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Mauricio Dubón: H current=1 box=2, 2B current=0 box=1; Dominic Smith: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Austin Riley: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Mike Yastrzemski: BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=31, sim=29; H: current=9, sim=5; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=6, sim=4; R: current=6, sim=4; SO: current=9, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Bryan Reynolds: AB current=4 box=3, 2B current=0 box=1, SO current=1 box=2; Brandon Lowe: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Esmerlyn Valdez: AB current=3 box=4, RBI current=1 box=0, SO current=1 box=2; Jake Mangum: AB current=3 box=4, H current=1 box=0, R current=1 box=0; Nick Gonzales: AB current=4 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Ryan O'Hearn: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jared Triolo: H current=1 box=0; Tyler Callihan: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.5867800712585453.8735761642456055Base ML historical model prediction
variance_applied34Random variance applied (0.9-1.1)
enhanced_prediction340.584Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ATL01000200037
PIT00000022045
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentATLbatting33900055090000
currentATLpitching5241118.0400
currentPITbatting31900066190000
currentPITpitching713159.0300
simulationATLbatting347301331501
simulationATLpitching5241118.0431126
simulationPITbatting2951024411101
simulationPITpitching713159.0336134
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentATLCFMichael Harris II041000110100.250
currentATL1BMatt Olson041000110100.250
currentATL2BOzzie Albies041000100100.250
currentATLCDrake Baldwin041000110100.250
currentATLLFMauricio Dubón041000110100.250
currentATLDHDominic Smith031000000100.333
currentATL3BAustin Riley041000010100.250
currentATLRFMike Yastrzemski031000000100.333
currentATLSSJim Jarvis031000000100.333
currentPITLFBryan Reynolds041000111100.250
currentPITDHBrandon Lowe041000110100.250
currentPITRFEsmerlyn Valdez031000110100.333
currentPITCFJake Mangum031000100100.333
currentPIT3BNick Gonzales041000110100.250
currentPIT1BRyan O'Hearn041000110100.250
currentPITSSJared Triolo031000000100.333
currentPIT2BTyler Callihan031000000100.333
currentPITCHenry Davis031000010100.333
simulationATL1CFMichael Harris II442001110100.500
simulationATL22BOzzie Albies440000000000.000
simulationATL31BMatt Olson440000000000.000
simulationATL4CDrake Baldwin431100000110.333
simulationATL5LFMauricio Dubón442100110100.500
simulationATL6DHDominic Smith441100110000.250
simulationATL73BAustin Riley440000000200.000
simulationATL8RFMike Yastrzemski431000001000.333
simulationATL9SSJim Jarvis440000000000.000
simulationPIT1CFJake Mangum440000000100.000
simulationPIT2DHBrandon Lowe430000000210.000
simulationPIT3LFBryan Reynolds431100111200.333
simulationPIT4RFEsmerlyn Valdez441000100200.250
simulationPIT51BRyan O'Hearn330000000100.000
simulationPIT63BNick Gonzales332001120000.667
simulationPIT72BTyler Callihan330000000100.000
simulationPIT8SSJared Triolo330000000100.000
simulationPIT9CHenry Davis331001110100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentATL1Hurston WaldrepStarter3.1122160005.403.681.64
currentATL3Dylan LeeMiddle Reliever1.02220310018.001.560.69
currentATL4Raisel IglesiasMiddle Reliever2.0000010000.002.371.12
currentATL6Tyler KinleyMiddle Reliever1.2200011000.003.621.21
currentPIT1Paul SkenesStarter5.2533151004.763.621.01
currentPIT2Dennis SantanaMiddle Reliever1.1000000000.004.341.29
currentPIT3Mason MontgomeryMiddle Reliever1.0100000000.003.861.26
currentPIT4Yohan RamírezMiddle Reliever1.0100000000.003.511.38
simulationATL1Hurston WaldrepStarter3.112216013665.403.681.64
simulationATL2Raisel IglesiasMiddle Reliever2.00000106250.002.371.12
simulationATL3Dylan LeeMiddle Reliever1.022203151918.001.560.69
simulationATL4Tyler KinleyMiddle Reliever1.22000117160.003.621.21
simulationPIT1Paul SkenesStarter5.253315124994.763.621.01
simulationPIT2Dennis SantanaMiddle Reliever1.10000004140.004.341.29
simulationPIT3Mason MontgomeryMiddle Reliever1.01000004170.003.861.26
simulationPIT4Yohan RamírezMiddle Reliever1.0100000440.003.511.38
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ATLHurston WaldrepStarter3.121161366
ATLDylan LeeMiddle Reliever1.02203519
ATLRaisel IglesiasMiddle Reliever2.00001625
ATLTyler KinleyMiddle Reliever1.20201716
PITPaul SkenesStarter5.235152499
PITDennis SantanaMiddle Reliever1.10000414
PITMason MontgomeryMiddle Reliever1.00100417
PITYohan RamírezMiddle Reliever1.0010044
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_BOS@CHW

20260707_BOS@CHW.json • 2026-07-07

BOS 3 - CHW 6
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_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_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_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=8; 2B: current=0, sim=2; 3B: current=0, sim=1; BB: current=0, sim=1; SO: current=9, sim=11; SF: current=0, sim=1; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Ceddanne Rafaela: HBP current=0 box=1; Anthony Seigler: AB current=3 box=4, H current=1 box=0, RBI current=0 box=1, SF current=0 box=1; Wilyer Abreu: H current=1 box=3, SO current=1 box=0; Willson Contreras: H current=1 box=2, 3B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Romy Gonzalez: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Caleb Durbin: AB current=3 box=4, H current=1 box=0; Andruw Monasterio: H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Jarren Duran: H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=2, sim=6; R: current=4, sim=6; BB: current=1, sim=4; SO: current=9, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Tristan Peters: AB current=3 box=4, H current=1 box=2, R current=0 box=1, SO current=1 box=2; Kyle Teel: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Colson Montgomery: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Chase Meidroth: R current=1 box=0, SO current=1 box=0; Jacob Gonzalez: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Miguel Vargas: AB current=4 box=2, H current=1 box=0, R current=1 box=0, BB current=1 box=2; Braden Montgomery: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=2, BB current=0 box=1; Sam Antonacci: AB current=3 box=4, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match CHW pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match CHW pitching: 8.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match CHW pitching: 11.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=38 matches CHW BF=38.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match BOS pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match BOS pitching: 9.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match BOS pitching: 7.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=38 matches BOS BF=38.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW 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_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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.596/0.810.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 8, CHW 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 3 - CHW 6.
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': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_BOS@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@CHW.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countsimulationBOSPITCH_COUNT_PITCHER_MATCHBOS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationBOSPITCH_COUNT_TOTAL_MATCHBOS pitch_count_summary total, row sum, and pitching total all match: 165.
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: 154.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 3 - 6 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 3 - 6 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
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: CHW wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 9/10 = 0.900.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match CHW pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match CHW pitching: 8.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match CHW pitching: 11.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=38 matches CHW BF=38.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match BOS pitching: 4.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match BOS pitching: 9.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match BOS pitching: 7.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=38 matches BOS BF=38.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW 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_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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.596/0.810.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 8, CHW 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 3 - CHW 6.
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': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_BOS@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@CHW.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countsimulationBOSPITCH_COUNT_PITCHER_MATCHBOS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationBOSPITCH_COUNT_TOTAL_MATCHBOS pitch_count_summary total, row sum, and pitching total all match: 165.
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: 154.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 3 - 6 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 3 - 6 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
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: CHW wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 9/10 = 0.900.
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_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_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=8; 2B: current=0, sim=2; 3B: current=0, sim=1; BB: current=0, sim=1; SO: current=9, sim=11; SF: current=0, sim=1; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Ceddanne Rafaela: HBP current=0 box=1; Anthony Seigler: AB current=3 box=4, H current=1 box=0, RBI current=0 box=1, SF current=0 box=1; Wilyer Abreu: H current=1 box=3, SO current=1 box=0; Willson Contreras: H current=1 box=2, 3B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Romy Gonzalez: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1; Caleb Durbin: AB current=3 box=4, H current=1 box=0; Andruw Monasterio: H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Jarren Duran: H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=2, sim=6; R: current=4, sim=6; BB: current=1, sim=4; SO: current=9, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Tristan Peters: AB current=3 box=4, H current=1 box=2, R current=0 box=1, SO current=1 box=2; Kyle Teel: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Colson Montgomery: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Chase Meidroth: R current=1 box=0, SO current=1 box=0; Jacob Gonzalez: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Miguel Vargas: AB current=4 box=2, H current=1 box=0, R current=1 box=0, BB current=1 box=2; Braden Montgomery: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=2, BB current=0 box=1; Sam Antonacci: AB current=3 box=4, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.96809124946594243.370591402053833Base ML historical model prediction
variance_applied43Random variance applied (0.9-1.1)
enhanced_prediction340.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result36Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BOS00210000038
CHW20202000069
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBOSbatting32900033090000
currentBOSpitching916478.0600
currentCHWbatting31900024190000
currentCHWpitching8031119.0300
simulationBOSbatting3482103311112
simulationBOSpitching916478.0638165
simulationCHWbatting339201664701
simulationCHWpitching8031119.0338154
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBOSCFCeddanne Rafaela041000000100.250
currentBOS2BAnthony Seigler031000100100.333
currentBOSRFWilyer Abreu041000100100.250
currentBOS1BWillson Contreras041000110100.250
currentBOSDHRomy Gonzalez041000010100.250
currentBOS3BCaleb Durbin031000000100.333
currentBOSSSAndruw Monasterio031000000100.333
currentBOSLFJarren Duran041000010100.250
currentBOSCConnor Wong031000000100.333
currentCHWDHTristan Peters031000000100.333
currentCHWCKyle Teel031000000100.333
currentCHW1BColson Montgomery041000010100.250
currentCHW2BChase Meidroth041000100100.250
currentCHW3BJacob Gonzalez031000000100.333
currentCHWSSMiguel Vargas041000101100.250
currentCHWLFBraden Montgomery041000100100.250
currentCHWCFSam Antonacci031000100100.333
currentCHWRFAndrew Benintendi031000010100.333
simulationBOS12BAnthony Seigler540000110100.000
simulationBOS2CFCeddanne Rafaela541000000110.250
simulationBOS3RFWilyer Abreu443000100000.750
simulationBOS41BWillson Contreras442010000100.500
simulationBOS5DHRomy Gonzalez431100121200.333
simulationBOS63BCaleb Durbin440000000100.000
simulationBOS7LFJarren Duran440000000100.000
simulationBOS8SSAndruw Monasterio430000000210.000
simulationBOS9CConnor Wong441100000200.250
simulationCHW1CFTristan Peters542000100210.500
simulationCHW2SSColson Montgomery541000101100.250
simulationCHW32BChase Meidroth441000000000.250
simulationCHW4SSJacob Gonzalez442100120000.500
simulationCHW5CKyle Teel441100110100.250
simulationCHW63BMiguel Vargas420000002100.000
simulationCHW7OFBraden Montgomery431001121000.333
simulationCHW8SSSam Antonacci441000110100.250
simulationCHW9DHAndrew Benintendi440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBOS1Payton TolleStarter5.2733250004.763.391.12
currentBOS2Aroldis ChapmanMiddle Reliever1.01221110018.001.351.12
currentBOS3Garrett WhitlockMiddle Reliever1.0000000000.002.481.00
currentBOS4Tyron GuerreroMiddle Reliever0.11110100027.002.700.96
currentBOS6Justin SlatenMiddle Reliever0.0000100006.301.65
currentCHW1Davis MartinStarter6.0622150003.003.311.19
currentCHW2Bryan HudsonMiddle Reliever1.0000020000.001.571.35
currentCHW3Grant TaylorMiddle Reliever1.0000030000.001.421.26
currentCHW6Seranthony DomínguezMiddle Reliever1.0211010009.0013.503.00
simulationBOS1Payton TolleStarter5.2733250261024.763.391.12
simulationBOS2Aroldis ChapmanMiddle Reliever1.012211152018.001.351.12
simulationBOS3Garrett WhitlockMiddle Reliever1.00000003130.002.481.00
simulationBOS4Justin SlatenMiddle Reliever0.00001002146.301.65
simulationBOS5Tyron GuerreroMiddle Reliever0.111101021627.002.700.96
simulationCHW1Davis MartinStarter6.0622150251023.003.311.19
simulationCHW2Seranthony DomínguezMiddle Reliever1.02110105199.0013.503.00
simulationCHW3Grant TaylorMiddle Reliever1.00000304180.001.421.26
simulationCHW4Bryan HudsonMiddle Reliever1.00000204150.001.571.35
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BOSPayton TolleStarter5.2372526102
BOSAroldis ChapmanMiddle Reliever1.02111520
BOSGarrett WhitlockMiddle Reliever1.00000313
BOSTyron GuerreroMiddle Reliever0.11101216
BOSJustin SlatenMiddle Reliever0.00010214
CHWDavis MartinStarter6.0261525102
CHWBryan HudsonMiddle Reliever1.00002415
CHWGrant TaylorMiddle Reliever1.00003418
CHWSeranthony DomínguezMiddle Reliever1.01201519
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_CHC@BAL

20260707_CHC@BAL.json • 2026-07-07

CHC 5 - BAL 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_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_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_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=9, sim=6; HR: current=0, sim=2; BB: current=2, sim=3; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Taylor Ward: AB current=4 box=3, H current=1 box=0, R current=1 box=0; Adley Rutschman: H current=1 box=0, RBI current=1 box=0, SO current=1 box=3; Gunnar Henderson: H current=1 box=0, R current=1 box=0; Pete Alonso: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Coby Mayo: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Blaze Alexander: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Samuel Basallo: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, R current=0 box=1; Dylan Beavers: H current=1 box=0, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; HR: current=0, sim=3; R: current=6, sim=5; BB: current=2, sim=4; SO: current=8, sim=6; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Michael Busch: H current=1 box=0, RBI current=1 box=0; Pete Crow-Armstrong: AB current=4 box=5, HR current=0 box=1; Seiya Suzuki: HR current=0 box=1, RBI current=1 box=3, SO current=1 box=2; Ian Happ: HR current=0 box=1, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Alex Bregman: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0, HBP current=0 box=2; Nico Hoerner: AB current=4 box=2, H current=1 box=0, BB current=0 box=2; Michael Conforto: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Dansby Swanson: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match CHC pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match CHC pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match CHC pitching: 6.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match CHC pitching: 8.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=36 matches CHC BF=36.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match BAL pitching: 4.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match BAL pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match BAL pitching: 6.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match BAL pitching: 6.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=39 matches BAL BF=39.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC 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_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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.370.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.475/0.666.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHC 6, BAL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 5 - BAL 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_CHC@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@BAL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 165.
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: 156.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHC 5 - 3 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 5 - 3 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-3, final 5-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match CHC pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match CHC pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match CHC pitching: 6.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match CHC pitching: 8.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=36 matches CHC BF=36.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match BAL pitching: 4.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match BAL pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match BAL pitching: 6.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match BAL pitching: 6.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=39 matches BAL BF=39.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC 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_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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.370.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.475/0.666.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHC 6, BAL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 5 - BAL 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_CHC@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@BAL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 165.
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: 156.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHC 5 - 3 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 5 - 3 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-3, final 5-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 7/10 = 0.700.
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_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_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=9, sim=6; HR: current=0, sim=2; BB: current=2, sim=3; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Taylor Ward: AB current=4 box=3, H current=1 box=0, R current=1 box=0; Adley Rutschman: H current=1 box=0, RBI current=1 box=0, SO current=1 box=3; Gunnar Henderson: H current=1 box=0, R current=1 box=0; Pete Alonso: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Coby Mayo: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Blaze Alexander: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Samuel Basallo: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, R current=0 box=1; Dylan Beavers: H current=1 box=0, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; HR: current=0, sim=3; R: current=6, sim=5; BB: current=2, sim=4; SO: current=8, sim=6; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Michael Busch: H current=1 box=0, RBI current=1 box=0; Pete Crow-Armstrong: AB current=4 box=5, HR current=0 box=1; Seiya Suzuki: HR current=0 box=1, RBI current=1 box=3, SO current=1 box=2; Ian Happ: HR current=0 box=1, RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Alex Bregman: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0, HBP current=0 box=2; Nico Hoerner: AB current=4 box=2, H current=1 box=0, BB current=0 box=2; Michael Conforto: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Dansby Swanson: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.13462114334106454.868387222290039Base ML historical model prediction
variance_applied65Random variance applied (0.9-1.1)
enhanced_prediction420.630Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment42Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review42Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target42Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHC31000100056
BAL00002000136
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHCbatting33900056280000
currentCHCpitching623389.0300
currentBALbatting31900033290000
currentBALpitching635469.0500
simulationCHCbatting336003554602
simulationCHCpitching623389.0336156
simulationBALbatting336002333800
simulationBALpitching635469.0539165
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHC1BMichael Busch041000011100.250
currentCHCCFPete Crow-Armstrong041000110100.250
currentCHCRFSeiya Suzuki041000110100.250
currentCHCLFIan Happ041000101100.250
currentCHC3BAlex Bregman041000110100.250
currentCHC2BNico Hoerner041000000000.250
currentCHCDHMichael Conforto031000000100.333
currentCHCSSDansby Swanson031000110100.333
currentCHCCMiguel Amaya031000100100.333
currentBALLFTaylor Ward041000101100.250
currentBALCAdley Rutschman041000010100.250
currentBALSSGunnar Henderson041000100100.250
currentBAL1BPete Alonso041000111100.250
currentBAL3BCoby Mayo031000000100.333
currentBALRFBlaze Alexander031000000100.333
currentBALDHSamuel Basallo031000010100.333
currentBALCFDylan Beavers031000000100.333
currentBAL2BJackson Holliday031000000100.333
simulationCHC1CFPete Crow-Armstrong551001110100.200
simulationCHC23BAlex Bregman532000100120.667
simulationCHC31BMichael Busch540000001100.000
simulationCHC4RFSeiya Suzuki441001130200.250
simulationCHC5LFIan Happ441001110000.250
simulationCHC62BNico Hoerner420000002000.000
simulationCHC7DHMichael Conforto440000000000.000
simulationCHC8SSDansby Swanson440000000000.000
simulationCHC9CMiguel Amaya431000101100.333
simulationBAL1LFTaylor Ward430000001100.000
simulationBAL2CAdley Rutschman440000000300.000
simulationBAL3SSGunnar Henderson440000000100.000
simulationBAL41BPete Alonso441000000100.250
simulationBAL53BCoby Mayo442001110000.500
simulationBAL6DHSamuel Basallo442001110000.500
simulationBAL7RFBlaze Alexander431000111000.333
simulationBAL8CFDylan Beavers430000001000.000
simulationBAL92BJackson Holliday440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHC1Matthew BoydStarter5.0322272003.605.081.40
currentCHC2Caleb ThielbarMiddle Reliever1.0000000000.003.651.14
currentCHC3Jacob WebbMiddle Reliever1.0000000000.003.291.33
currentCHC4Ryan RolisonMiddle Reliever1.0311100009.002.431.17
currentCHC5Trent ThorntonMiddle Reliever1.0000010000.002.731.03
currentBAL1Shane BazStarter6.0444252006.004.191.37
currentBAL2Tyler WellsMiddle Reliever1.1000010000.003.021.06
currentBAL3Grant WolframMiddle Reliever1.0000000000.003.461.15
currentBAL4Yennier CanoMiddle Reliever0.21112010013.502.170.93
currentBAL6Rico GarciaMiddle Reliever0.0100000002.370.84
simulationCHC1Matthew BoydStarter5.032227220833.605.081.40
simulationCHC2Jacob WebbMiddle Reliever1.00000003180.003.291.33
simulationCHC3Caleb ThielbarMiddle Reliever1.00000003160.003.651.14
simulationCHC4Trent ThorntonMiddle Reliever1.00000103160.002.731.03
simulationCHC5Ryan RolisonMiddle Reliever1.03111007239.002.431.17
simulationBAL1Shane BazStarter6.0444252261026.004.191.37
simulationBAL2Yennier CanoMiddle Reliever0.211120151913.502.170.93
simulationBAL3Tyler WellsMiddle Reliever1.10000104180.003.021.06
simulationBAL4Grant WolframMiddle Reliever1.00000003130.003.461.15
simulationBAL5Rico GarciaMiddle Reliever0.01000001132.370.84
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHCMatthew BoydStarter5.023272083
CHCCaleb ThielbarMiddle Reliever1.00000316
CHCJacob WebbMiddle Reliever1.00000318
CHCRyan RolisonMiddle Reliever1.01310723
CHCTrent ThorntonMiddle Reliever1.00001316
BALShane BazStarter6.0442526102
BALTyler WellsMiddle Reliever1.10001418
BALGrant WolframMiddle Reliever1.00000313
BALYennier CanoMiddle Reliever0.21120519
BALRico GarciaMiddle Reliever0.00100113
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_CLE@MIN

20260707_CLE@MIN.json • 2026-07-07

CLE 3 - MIN 6
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_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_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=30, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=3; R: current=0, sim=3; BB: current=1, sim=3; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Kahlil Watson: AB current=4 box=5, H current=1 box=0; Chase DeLauter: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Travis Bazzana: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Rhys Hoskins: AB current=3 box=4, 2B current=0 box=1, BB current=1 box=0, SO current=1 box=0; Kyle Manzardo: BB current=0 box=1; Brayan Rocchio: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1, SO current=1 box=3; Daniel Schneemann: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Patrick Bailey: AB current=3 box=4, H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (H: current=8, sim=7; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=2, sim=6; R: current=4, sim=6; BB: current=0, sim=2; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Brooks Lee: H current=1 box=0, R current=1 box=0; Austin Martin: R current=0 box=1, BB current=0 box=1; Royce Lewis: H current=1 box=0; Josh Bell: 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; Victor Caratini: AB current=3 box=4, R current=0 box=1, SO current=1 box=2; Kody Clemens: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Luke Keaschall: HR current=0 box=1, RBI current=0 box=1; Ryan Kreidler: H current=1 box=2, HR current=0 box=2, RBI current=0 box=5, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match MIN pitching: 8.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match MIN pitching: 10.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=38 matches MIN BF=38.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match CLE pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match CLE pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match CLE pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match CLE pitching: 7.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=33 matches CLE BF=33.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.410/0.611.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 8, MIN 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 3 - MIN 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIN.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_CLE@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@MIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 131.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 131.
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: 165.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 3 - 6 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 3 - 6 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIN, final=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIN wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIN wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match MIN pitching: 8.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match MIN pitching: 10.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=38 matches MIN BF=38.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match CLE pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match CLE pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match CLE pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match CLE pitching: 7.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=33 matches CLE BF=33.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.410/0.611.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 8, MIN 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 3 - MIN 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIN.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_CLE@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@MIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 131.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 131.
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: 165.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 3 - 6 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 3 - 6 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIN, final=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIN wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-6, final 3-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIN wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=30, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=3; R: current=0, sim=3; BB: current=1, sim=3; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Kahlil Watson: AB current=4 box=5, H current=1 box=0; Chase DeLauter: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Travis Bazzana: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Rhys Hoskins: AB current=3 box=4, 2B current=0 box=1, BB current=1 box=0, SO current=1 box=0; Kyle Manzardo: BB current=0 box=1; Brayan Rocchio: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1, SO current=1 box=3; Daniel Schneemann: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Patrick Bailey: AB current=3 box=4, H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (H: current=8, sim=7; 2B: current=0, sim=1; HR: current=0, sim=3; RBI: current=2, sim=6; R: current=4, sim=6; BB: current=0, sim=2; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Brooks Lee: H current=1 box=0, R current=1 box=0; Austin Martin: R current=0 box=1, BB current=0 box=1; Royce Lewis: H current=1 box=0; Josh Bell: 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; Victor Caratini: AB current=3 box=4, R current=0 box=1, SO current=1 box=2; Kody Clemens: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Luke Keaschall: HR current=0 box=1, RBI current=0 box=1; Ryan Kreidler: H current=1 box=2, HR current=0 box=2, RBI current=0 box=5, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.5115394592285163.7086784839630127Base ML historical model prediction
variance_applied64Random variance applied (0.9-1.1)
enhanced_prediction340.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result36Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CLE10000002038
MIN00030300067
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCLEbatting30900010180000
currentCLEpitching736278.0600
currentMINbatting31800024080000
currentMINpitching8133109.0300
simulationCLEbatting3581013331000
simulationCLEpitching736278.0633131
simulationMINbatting317103662700
simulationMINpitching8133109.0338165
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCLECFKahlil Watson041000000100.250
currentCLERFChase DeLauter041000010100.250
currentCLE2BTravis Bazzana041000000100.250
currentCLEDHRhys Hoskins031000001100.333
currentCLE1BKyle Manzardo031000000100.333
currentCLESSBrayan Rocchio031000000100.333
currentCLE3BDaniel Schneemann031000000100.333
currentCLECPatrick Bailey031000000100.333
currentCLELFSteven Kwan031000000000.333
currentMIN3BBrooks Lee041000100100.250
currentMINLFAustin Martin031000000100.333
currentMIN1BRoyce Lewis041000000100.250
currentMINDHJosh Bell041000110100.250
currentMINCVictor Caratini031000000100.333
currentMIN2BKody Clemens041000110100.250
currentMINRFLuke Keaschall031000100000.333
currentMINSSRyan Kreidler031000000100.333
currentMINCFKyler Fedko030000000100.000
simulationCLE12BTravis Bazzana552001110000.400
simulationCLE2CFKahlil Watson550000000100.000
simulationCLE3RFChase DeLauter430000001100.000
simulationCLE41BKyle Manzardo431000001100.333
simulationCLE5DHRhys Hoskins441100000000.250
simulationCLE6SSBrayan Rocchio441000120300.250
simulationCLE73BDaniel Schneemann442000100100.500
simulationCLE8CPatrick Bailey440000000200.000
simulationCLE9LFSteven Kwan431000001100.333
simulationMIN1LFAustin Martin431000101100.333
simulationMIN23BBrooks Lee440000000100.000
simulationMIN3DHJosh Bell441100100000.250
simulationMIN41BRoyce Lewis440000000100.000
simulationMIN5CVictor Caratini441000100200.250
simulationMIN62BKody Clemens431000101000.333
simulationMIN7SSRyan Kreidler332002150100.667
simulationMIN8RFLuke Keaschall331001110000.333
simulationMIN9CFKyler Fedko330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCLE1Joey CantilloStarter5.17662530010.123.861.36
currentCLE3Hunter GaddisMiddle Reliever1.0000010000.002.671.26
currentCLE4Cade SmithMiddle Reliever1.2000010000.002.901.14
currentMIN1Taj BradleyStarter5.2611241001.593.861.29
currentMIN2Travis AdamsMiddle Reliever1.12221200013.506.751.63
currentMIN3Andrew MorrisMiddle Reliever1.0000020000.003.731.34
currentMIN4Yoendrys GómezMiddle Reliever1.0000020000.003.701.26
currentMIN6Taylor RogersMiddle Reliever0.0000000005.011.52
simulationCLE1Joey CantilloStarter5.1766253259710.123.861.36
simulationCLE2Cade SmithMiddle Reliever1.20000105210.002.901.14
simulationCLE3Hunter GaddisMiddle Reliever1.00000103130.002.671.26
simulationMIN1Taj BradleyStarter5.261124125971.593.861.29
simulationMIN2Yoendrys GómezMiddle Reliever1.00000203130.003.701.26
simulationMIN3Andrew MorrisMiddle Reliever1.00000203130.003.731.34
simulationMIN4Travis AdamsMiddle Reliever1.122212072613.506.751.63
simulationMIN5Taylor RogersMiddle Reliever0.00000000165.011.52
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CLEJoey CantilloStarter5.167252597
CLEHunter GaddisMiddle Reliever1.00001313
CLECade SmithMiddle Reliever1.20001521
MINTaj BradleyStarter5.216242597
MINTravis AdamsMiddle Reliever1.12212726
MINAndrew MorrisMiddle Reliever1.00002313
MINYoendrys GómezMiddle Reliever1.00002313
MINTaylor RogersMiddle Reliever0.00000016
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_COL@LAD

20260707_COL@LAD.json • 2026-07-07

COL 0 - LAD 6
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=29; H: current=9, sim=2; 2B: current=0, sim=1; RBI: current=4, sim=0; R: current=5, sim=0; BB: current=0, sim=1; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: TJ Rumfield: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Cole Carrigg: RBI current=1 box=0, R current=1 box=0; Kyle Karros: H current=1 box=0, R current=1 box=0, BB current=0 box=1; Willi Castro: 2B current=0 box=1; Tyler Freeman: H current=1 box=0, SO current=0 box=1; Jake McCarthy: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ezequiel Tovar: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Braxton Fulford: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=8; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=7, sim=6; R: current=7, sim=6; BB: current=2, sim=4; SO: current=8, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Max Muncy: H current=1 box=0, SF current=0 box=1; Andy Pages: AB current=4 box=2, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Tommy Edman: H current=1 box=3, 2B current=0 box=2, RBI current=1 box=0, SO current=1 box=0; Kyle Tucker: AB current=4 box=3, 2B current=0 box=1; Dalton Rushing: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2; Miguel Rojas: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Alex Freeland: H current=1 box=0, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match LAD pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match LAD pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match LAD pitching: 2.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match LAD pitching: 9.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=30 matches LAD BF=30.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 0.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match COL pitching: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match COL pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match COL pitching: 8.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match COL pitching: 6.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=37 matches COL BF=37.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD 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_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.475/0.666.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: COL 2, LAD 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 0 - LAD 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for LAD.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'LAD', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_COL@LAD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_COL@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@LAD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 130.
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: 159.
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: 130.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: COL 0 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 0 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-0.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 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: LAD wins 6-0.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 0-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 0-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 0-6, final 0-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 6-0.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 8/10 = 0.800.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match LAD pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match LAD pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match LAD pitching: 2.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match LAD pitching: 9.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=30 matches LAD BF=30.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 0.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match COL pitching: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match COL pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match COL pitching: 8.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match COL pitching: 6.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=37 matches COL BF=37.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD 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_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.475/0.666.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: COL 2, LAD 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 0 - LAD 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for LAD.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'LAD', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_COL@LAD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_COL@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@LAD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 130.
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: 159.
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: 130.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: COL 0 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 0 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-0.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 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: LAD wins 6-0.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 0-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 0-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 0-6, final 0-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 6-0.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 8/10 = 0.800.
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_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=29; H: current=9, sim=2; 2B: current=0, sim=1; RBI: current=4, sim=0; R: current=5, sim=0; BB: current=0, sim=1; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: TJ Rumfield: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Cole Carrigg: RBI current=1 box=0, R current=1 box=0; Kyle Karros: H current=1 box=0, R current=1 box=0, BB current=0 box=1; Willi Castro: 2B current=0 box=1; Tyler Freeman: H current=1 box=0, SO current=0 box=1; Jake McCarthy: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ezequiel Tovar: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Braxton Fulford: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=8; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=7, sim=6; R: current=7, sim=6; BB: current=2, sim=4; SO: current=8, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Max Muncy: H current=1 box=0, SF current=0 box=1; Andy Pages: AB current=4 box=2, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Tommy Edman: H current=1 box=3, 2B current=0 box=2, RBI current=1 box=0, SO current=1 box=0; Kyle Tucker: AB current=4 box=3, 2B current=0 box=1; Dalton Rushing: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2; Miguel Rojas: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Alex Freeland: H current=1 box=0, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.2229266166687016.391793727874756Base ML historical model prediction
variance_applied37Random variance applied (0.9-1.1)
enhanced_prediction150.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment16Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review16Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target16Capped at max 12 realistic runs
simulation_result06Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
COL00000000002
LAD00022002068
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCOLbatting31900045080000
currentCOLpitching816468.0600
currentLADbatting32900077280000
currentLADpitching200199.0000
simulationCOLbatting292100001900
simulationCOLpitching816468.0637159
simulationLADbatting318301664611
simulationLADpitching200199.0030130
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCOL1BTJ Rumfield041000100100.250
currentCOLCFCole Carrigg031000110100.333
currentCOL3BKyle Karros031000100100.333
currentCOL2BWilli Castro041000000100.250
currentCOLRFTyler Freeman031000000000.333
currentCOLLFJake McCarthy041000110100.250
currentCOLSSEzequiel Tovar041000010100.250
currentCOLCBraxton Fulford031000000100.333
currentCOLDHMickey Moniak031000110100.333
currentLADDHShohei Ohtani041000111100.250
currentLAD3BMax Muncy031000110100.333
currentLADCFAndy Pages041000110100.250
currentLAD1BFreddie Freeman041000110100.250
currentLADLFTommy Edman041000110100.250
currentLADRFKyle Tucker041000111100.250
currentLADCDalton Rushing031000110100.333
currentLADSSMiguel Rojas031000000000.333
currentLAD2BAlex Freeland031000000100.333
simulationCOL12BWilli Castro441100000100.250
simulationCOL23BKyle Karros430000001100.000
simulationCOL31BTJ Rumfield440000000200.000
simulationCOL4CFCole Carrigg331000000100.333
simulationCOL5RFTyler Freeman330000000100.000
simulationCOL6LFJake McCarthy330000000100.000
simulationCOL7SSEzequiel Tovar330000000000.000
simulationCOL8CBraxton Fulford330000000100.000
simulationCOL9DHMickey Moniak330000000100.000
simulationLAD1DHShohei Ohtani550000000100.000
simulationLAD2CFAndy Pages421000001110.500
simulationLAD31BFreddie Freeman441000110100.250
simulationLAD43BMax Muncy430000110100.000
simulationLAD5LFTommy Edman443200100000.750
simulationLAD6RFKyle Tucker431100111100.333
simulationLAD7CDalton Rushing441001120100.250
simulationLAD82BAlex Freeland430000001000.000
simulationLAD9SSMiguel Rojas431000111000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCOL1Michael LorenzenStarter4.2644351007.716.911.81
currentCOL2Antonio SenzatelaMiddle Reliever1.1000010000.002.931.17
currentCOL3Jimmy HergetMiddle Reliever1.0000100000.003.521.22
currentCOL5Victor VodnikMiddle Reliever1.02220000018.005.061.69
currentLAD1Justin WrobleskiStarter6.2100070000.002.801.01
currentLAD2Edgardo HenriquezMiddle Reliever1.0000000000.002.450.90
currentLAD3Tanner ScottMiddle Reliever1.0100110000.002.700.82
currentLAD4Alex VesiaMiddle Reliever0.1000010000.002.401.10
simulationCOL1Michael LorenzenStarter4.2644351231017.716.911.81
simulationCOL2Antonio SenzatelaMiddle Reliever1.10000105220.002.931.17
simulationCOL3Jimmy HergetMiddle Reliever1.00001004170.003.521.22
simulationCOL4Victor VodnikMiddle Reliever1.022200051918.005.061.69
simulationLAD1Justin WrobleskiStarter6.210007021910.002.801.01
simulationLAD2Tanner ScottMiddle Reliever1.01001105110.002.700.82
simulationLAD3Edgardo HenriquezMiddle Reliever1.00000003130.002.450.90
simulationLAD4Alex VesiaMiddle Reliever0.10000101150.002.401.10
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
COLMichael LorenzenStarter4.2463523101
COLAntonio SenzatelaMiddle Reliever1.10001522
COLJimmy HergetMiddle Reliever1.00010417
COLVictor VodnikMiddle Reliever1.02200519
LADJustin WrobleskiStarter6.201072191
LADEdgardo HenriquezMiddle Reliever1.00000313
LADTanner ScottMiddle Reliever1.00111511
LADAlex VesiaMiddle Reliever0.10001115
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_HOU@WAS

20260707_HOU@WAS.json • 2026-07-07

HOU 3 - WAS 5
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_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_payloadcurrentWASCURRENT_PITCHER_DUPLICATIONWAS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=31, sim=30; H: current=9, sim=3; 2B: current=0, sim=1; HR: current=0, sim=1; BB: current=1, sim=3; SO: current=9, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jose Altuve: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Yordan Alvarez: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Isaac Paredes: RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Christian Walker: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=3; Cam Smith: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Zach Dezenzo: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Nick Allen: H current=1 box=0, SO current=1 box=0; Christian Vázquez: H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=30, sim=32; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=4, sim=5; R: current=7, sim=5; BB: current=1, sim=3; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Luis García Jr.: 2B current=0 box=1, RBI current=1 box=2, SF current=0 box=1; Curtis Mead: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; CJ Abrams: RBI current=1 box=0, R current=1 box=0, SO current=1 box=3; James Wood: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Keibert Ruiz: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=0 box=1; Daylen Lile: HR current=0 box=1, RBI current=1 box=2; Jorbit Vivas: R current=0 box=1, BB current=0 box=1; Nasim Nuñez: AB current=3 box=4, R current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match WAS pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match WAS pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match WAS pitching: 5.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=33 matches WAS BF=33.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match HOU pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match HOU pitching: 9.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match HOU pitching: 6.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=36 matches HOU BF=36.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU 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_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_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.370.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.630.
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: 0.475/0.666.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 3, WAS 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 3 - WAS 5.
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': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'WAS', 'confidence': 0.6072363362198027, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_HOU@WAS.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_HOU@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@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: 134.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 133.
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: 134.
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: 133.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: HOU 3 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 3 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=WAS, final=WAS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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: WAS wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS wins 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
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: WAS wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match WAS pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match WAS pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match WAS pitching: 5.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=33 matches WAS BF=33.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match HOU pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match HOU pitching: 9.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match HOU pitching: 6.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=36 matches HOU BF=36.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU 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_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_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.370.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.630.
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: 0.475/0.666.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 3, WAS 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 3 - WAS 5.
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': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'WAS', 'confidence': 0.6072363362198027, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_HOU@WAS.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_HOU@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@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: 134.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 133.
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: 134.
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: 133.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: HOU 3 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 3 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=WAS, final=WAS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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: WAS wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS wins 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
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: WAS wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentWASCURRENT_PITCHER_DUPLICATIONWAS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=31, sim=30; H: current=9, sim=3; 2B: current=0, sim=1; HR: current=0, sim=1; BB: current=1, sim=3; SO: current=9, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jose Altuve: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Yordan Alvarez: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Isaac Paredes: RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Christian Walker: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=3; Cam Smith: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Zach Dezenzo: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Nick Allen: H current=1 box=0, SO current=1 box=0; Christian Vázquez: H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=30, sim=32; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=4, sim=5; R: current=7, sim=5; BB: current=1, sim=3; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Luis García Jr.: 2B current=0 box=1, RBI current=1 box=2, SF current=0 box=1; Curtis Mead: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; CJ Abrams: RBI current=1 box=0, R current=1 box=0, SO current=1 box=3; James Wood: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Keibert Ruiz: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=0 box=1; Daylen Lile: HR current=0 box=1, RBI current=1 box=2; Jorbit Vivas: R current=0 box=1, BB current=0 box=1; Nasim Nuñez: AB current=3 box=4, R current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.9979078769683845.339249134063721Base ML historical model prediction
variance_applied45Random variance applied (0.9-1.1)
enhanced_prediction250.630Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment25Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review25Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target25Capped at max 12 realistic runs
simulation_result35Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
HOU20000100033
WAS00002300059
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentHOUbatting31900033190000
currentHOUpitching915368.0500
currentWASbatting30900047160000
currentWASpitching313359.0300
simulationHOUbatting303101333500
simulationHOUpitching915368.0536134
simulationWASbatting329201553610
simulationWASpitching313359.0333133
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentHOU2BJose Altuve041000100100.250
currentHOUDHYordan Alvarez041000111100.250
currentHOU3BIsaac Paredes041000010100.250
currentHOU1BChristian Walker041000110100.250
currentHOURFCam Smith031000000100.333
currentHOULFZach Dezenzo031000000100.333
currentHOUSSNick Allen031000000100.333
currentHOUCChristian Vázquez031000000100.333
currentHOUCFBrice Matthews031000000100.333
currentWAS1BLuis García Jr.031000110000.333
currentWAS3BCurtis Mead031000100100.333
currentWASDHCJ Abrams041000110100.250
currentWASRFJames Wood041000111100.250
currentWASCKeibert Ruiz031000100000.333
currentWASLFDaylen Lile041000110100.250
currentWAS2BJorbit Vivas031000000000.333
currentWASSSNasim Nuñez031000100100.333
currentWASCFJacob Young031000000100.333
simulationHOU12BJose Altuve430000101000.000
simulationHOU2DHYordan Alvarez430000001100.000
simulationHOU33BIsaac Paredes441000100000.250
simulationHOU41BChristian Walker442101130100.500
simulationHOU5RFCam Smith440000000000.000
simulationHOU6LFZach Dezenzo430000001200.000
simulationHOU7CFBrice Matthews330000000100.000
simulationHOU8SSNick Allen330000000000.000
simulationHOU9CChristian Vázquez330000000000.000
simulationWAS1RFJames Wood430000001100.000
simulationWAS21BLuis García Jr.431100120000.333
simulationWAS33BCurtis Mead442100110000.500
simulationWAS4DHCJ Abrams441000000300.250
simulationWAS5CKeibert Ruiz430000001100.000
simulationWAS6LFDaylen Lile441001120100.250
simulationWAS7SSNasim Nuñez441000000000.250
simulationWAS82BJorbit Vivas431000101000.333
simulationWAS9CFJacob Young442000100000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentHOU1Tatsuya ImaiStarter4.09553410011.256.141.47
currentHOU3Bryan KingMiddle Reliever1.2000000000.002.081.18
currentHOU4Josh HaderMiddle Reliever2.1000020000.000.600.60
currentWAS1Andrew AlvarezStarter5.1333251005.063.051.38
currentWAS2Clayton BeeterMiddle Reliever1.1000100000.003.001.22
currentWAS3Orlando RibaltaMiddle Reliever1.0000000000.003.421.14
currentWAS4PJ PoulinMiddle Reliever1.1000000000.002.831.31
simulationHOU1Tatsuya ImaiStarter4.0955341248911.256.141.47
simulationHOU2Josh HaderMiddle Reliever2.10000207240.000.600.60
simulationHOU3Bryan KingMiddle Reliever1.20000005210.002.081.18
simulationWAS1Andrew AlvarezStarter5.133325121845.063.051.38
simulationWAS2Clayton BeeterMiddle Reliever1.10001005150.003.001.22
simulationWAS3PJ PoulinMiddle Reliever1.10000004170.002.831.31
simulationWAS4Orlando RibaltaMiddle Reliever1.00000003170.003.421.14
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
HOUTatsuya ImaiStarter4.059342489
HOUBryan KingMiddle Reliever1.20000521
HOUJosh HaderMiddle Reliever2.10002724
WASAndrew AlvarezStarter5.133252184
WASClayton BeeterMiddle Reliever1.10010515
WASOrlando RibaltaMiddle Reliever1.00000317
WASPJ PoulinMiddle Reliever1.10000417
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_KC@NYM

20260707_KC@NYM.json • 2026-07-07

KC 5 - NYM 7
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; RBI: current=1, sim=5; R: current=2, sim=5; BB: current=0, sim=5; SO: current=8, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Salvador Perez: AB current=4 box=5; Carter Jensen: AB current=4 box=5, RBI current=1 box=0, R current=0 box=1, SO current=1 box=2; Lane Thomas: 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1, BB current=0 box=2; Bobby Witt Jr.: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=2; Michael Massey: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Isaac Collins: H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Nick Loftin: H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Jac Caglianone: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=8; HR: current=0, sim=3; RBI: current=2, sim=7; R: current=4, sim=7; BB: current=1, sim=3; SO: current=9, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Francisco Lindor: H current=1 box=0, R current=1 box=0, SO current=1 box=0; A.J. Ewing: AB current=4 box=3, R current=0 box=1, BB current=0 box=1; Juan Soto: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Jorge Polanco: HR current=0 box=1, RBI current=0 box=4, R current=0 box=1, SO current=1 box=2; Bo Bichette: RBI current=1 box=0, SO current=1 box=0; Carson Benge: AB current=4 box=3, H current=1 box=0, R current=1 box=0, HBP current=0 box=1; Jared Young: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Luis Torrens: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match NYM pitching: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match NYM pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match NYM pitching: 11.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=40 matches NYM BF=40.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match KC pitching: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match KC pitching: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match KC pitching: 8.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match KC pitching: 6.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=36 matches KC BF=36.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC 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_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_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 12 is reasonably close to low-score expected_total_runs 12.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.410/0.611.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 7, NYM 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 5 - NYM 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYM.{'winner_confidence': 0.5296800656372536, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_KC@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@NYM.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 171.
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: 160.
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: 171.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 5 - 7 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 5 - 7 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 7-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYM, final=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
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: NYM wins 7-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 5-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-7.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-7, final 5-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 12.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 7-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match NYM pitching: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match NYM pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match NYM pitching: 11.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=40 matches NYM BF=40.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match KC pitching: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match KC pitching: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match KC pitching: 8.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match KC pitching: 6.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=36 matches KC BF=36.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC 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_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_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 12 is reasonably close to low-score expected_total_runs 12.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.410/0.611.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 7, NYM 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 5 - NYM 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYM.{'winner_confidence': 0.5296800656372536, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_KC@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@NYM.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 171.
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: 160.
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: 171.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 5 - 7 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 5 - 7 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 7-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYM, final=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
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: NYM wins 7-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 5-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-7.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-7, final 5-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 12.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 7-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=31, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; RBI: current=1, sim=5; R: current=2, sim=5; BB: current=0, sim=5; SO: current=8, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Salvador Perez: AB current=4 box=5; Carter Jensen: AB current=4 box=5, RBI current=1 box=0, R current=0 box=1, SO current=1 box=2; Lane Thomas: 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1, BB current=0 box=2; Bobby Witt Jr.: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=2; Michael Massey: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Isaac Collins: H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Nick Loftin: H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Jac Caglianone: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=8; HR: current=0, sim=3; RBI: current=2, sim=7; R: current=4, sim=7; BB: current=1, sim=3; SO: current=9, sim=6; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Francisco Lindor: H current=1 box=0, R current=1 box=0, SO current=1 box=0; A.J. Ewing: AB current=4 box=3, R current=0 box=1, BB current=0 box=1; Juan Soto: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Jorge Polanco: HR current=0 box=1, RBI current=0 box=4, R current=0 box=1, SO current=1 box=2; Bo Bichette: RBI current=1 box=0, SO current=1 box=0; Carson Benge: AB current=4 box=3, H current=1 box=0, R current=1 box=0, HBP current=0 box=1; Jared Young: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Luis Torrens: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.0847263336181644.708073139190674Base ML historical model prediction
variance_applied64Random variance applied (0.9-1.1)
enhanced_prediction430.530Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment44Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result57Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
KC40000100057
NYM40000100278
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentKCbatting31900012080000
currentKCpitching837368.0700
currentNYMbatting33900024190000
currentNYMpitching7055119.0500
simulationKCbatting3472005551101
simulationKCpitching837368.0736160
simulationNYMbatting328003773601
simulationNYMpitching7055119.0540171
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentKCDHSalvador Perez041000000100.250
currentKCCCarter Jensen041000010100.250
currentKCCFLane Thomas031000000100.333
currentKCSSBobby Witt Jr.041000100100.250
currentKC2BMichael Massey031000000100.333
currentKCLFIsaac Collins031000000100.333
currentKC3BNick Loftin031000000000.333
currentKC1BJac Caglianone041000000100.250
currentKCRFTyler Tolbert031000100100.333
currentNYMSSFrancisco Lindor041000100100.250
currentNYMCFA.J. Ewing041000000100.250
currentNYMLFJuan Soto041000111100.250
currentNYMDHJorge Polanco041000000100.250
currentNYM3BBo Bichette041000110100.250
currentNYMRFCarson Benge041000100100.250
currentNYM1BJared Young031000000100.333
currentNYMCLuis Torrens031000000100.333
currentNYM2BBrett Baty031000000100.333
simulationKC1CCarter Jensen551000100200.200
simulationKC2SSBobby Witt Jr.540000001200.000
simulationKC3CFLane Thomas531100122000.333
simulationKC4DHSalvador Perez551000000100.200
simulationKC51BJac Caglianone442100110100.500
simulationKC63BNick Loftin430000001100.000
simulationKC7LFIsaac Collins430000000210.000
simulationKC82BMichael Massey431000111000.333
simulationKC9RFTyler Tolbert441000110200.250
simulationNYM1CFA.J. Ewing431000101100.333
simulationNYM2LFJuan Soto430000101000.000
simulationNYM33BBo Bichette441000100000.250
simulationNYM4SSFrancisco Lindor440000000000.000
simulationNYM5RFCarson Benge430000000110.000
simulationNYM6DHJorge Polanco441001140200.250
simulationNYM71BJared Young441001110100.250
simulationNYM82BBrett Baty432000101000.667
simulationNYM9CLuis Torrens442001120100.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentKC1Seth LugoStarter5.1444251006.754.201.38
currentKC2Daniel Lynch IVMiddle Reliever1.0000000000.002.500.97
currentKC3Lucas ErcegMiddle Reliever1.0100110000.004.541.57
currentKC4John SchreiberMiddle Reliever0.22220010027.003.091.23
currentKC5Alex LangeMiddle Reliever0.0111001004.821.45
currentNYM1Cionel PérezStarter5.0344360007.204.461.28
currentNYM2Brooks RaleyMiddle Reliever1.0100010000.002.231.21
currentNYM3Devin WilliamsMiddle Reliever1.0211120009.004.251.52
currentNYM4Huascar BrazobánMiddle Reliever1.0000110000.003.001.07
currentNYM5Luke WeaverMiddle Reliever1.0100010000.001.890.84
simulationKC1Seth LugoStarter5.144425123916.754.201.38
simulationKC2Alex LangeMiddle Reliever0.01110011204.821.45
simulationKC3Lucas ErcegMiddle Reliever1.01001105200.004.541.57
simulationKC4Daniel Lynch IVMiddle Reliever1.00000003130.002.500.97
simulationKC5John SchreiberMiddle Reliever0.222200141627.003.091.23
simulationNYM1Cionel PérezStarter5.034436022967.204.461.28
simulationNYM2Devin WilliamsMiddle Reliever1.02111206239.004.251.52
simulationNYM3Luke WeaverMiddle Reliever1.01000104160.001.890.84
simulationNYM4Brooks RaleyMiddle Reliever1.01000104180.002.231.21
simulationNYM5Huascar BrazobánMiddle Reliever1.00001104180.003.001.07
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
KCSeth LugoStarter5.144252391
KCDaniel Lynch IVMiddle Reliever1.00000313
KCLucas ErcegMiddle Reliever1.00111520
KCJohn SchreiberMiddle Reliever0.22200416
KCAlex LangeMiddle Reliever0.01100120
NYMCionel PérezStarter5.043362296
NYMBrooks RaleyMiddle Reliever1.00101418
NYMDevin WilliamsMiddle Reliever1.01212623
NYMHuascar BrazobánMiddle Reliever1.00011418
NYMLuke WeaverMiddle Reliever1.00101416
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_LAA@TEX

20260707_LAA@TEX.json • 2026-07-07

LAA 1 - TEX 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=30; H: current=9, sim=3; 2B: current=0, sim=2; BB: current=0, sim=4; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Denzer Guzman: H current=1 box=0, SO current=1 box=0; Jorge Soler: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Zach Neto: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nolan Schanuel: H current=1 box=0, SO current=1 box=0; Josh Lowe: AB current=3 box=4, SO current=1 box=2; Jo Adell: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Oswald Peraza: AB current=3 box=4, H current=1 box=0; Wade Meckler: AB current=3 box=2, 2B current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=30, sim=31; H: current=9, sim=7; 3B: current=0, sim=2; RBI: current=1, sim=3; R: current=0, sim=3; BB: current=0, sim=1; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Josh Smith: 3B current=0 box=1, RBI current=0 box=2, R current=0 box=1, BB current=0 box=1; Joc Pederson: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Brandon Nimmo: 3B current=0 box=1, R current=0 box=1; Jake Burger: H current=1 box=2, R current=0 box=1, SO current=1 box=0; Ezequiel Duran: H current=1 box=0, SO current=1 box=0; Alejandro Osuna: SO current=0 box=1; Evan Carter: H current=1 box=0; Elias Díaz: SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match TEX pitching: 4.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match TEX pitching: 0.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match TEX pitching: 3.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match TEX pitching: 6.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=34 matches TEX BF=34.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match LAA pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match LAA pitching: 7.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match LAA pitching: 6.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=32 matches LAA BF=32.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLAACURRENT_LINEUP_SHAPELAA current lineup has 9 expected positions.
PASScurrent_payloadcurrentLAACURRENT_MODEL_ZERO_FALLBACKLAA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLAACURRENT_NAMES_PRESENTLAA current hitter names are populated.
PASScurrent_payloadcurrentLAACURRENT_PREDICTIONS_MATCH_FINALIZEDLAA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.370.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.630.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.475/0.666.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAA 3, TEX 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 1 - TEX 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TEX.{'winner_confidence': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_LAA@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@TEX.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 125.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
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: 125.
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: 145.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAA 1 - 3 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 1 - 3 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TEX, final=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TEX wins 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 1-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-3, final 1-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 3-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match TEX pitching: 4.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match TEX pitching: 0.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match TEX pitching: 3.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match TEX pitching: 6.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=34 matches TEX BF=34.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match LAA pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match LAA pitching: 7.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match LAA pitching: 6.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=32 matches LAA BF=32.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLAACURRENT_LINEUP_SHAPELAA current lineup has 9 expected positions.
PASScurrent_payloadcurrentLAACURRENT_MODEL_ZERO_FALLBACKLAA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLAACURRENT_NAMES_PRESENTLAA current hitter names are populated.
PASScurrent_payloadcurrentLAACURRENT_PREDICTIONS_MATCH_FINALIZEDLAA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.370.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.630.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.475/0.666.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAA 3, TEX 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 1 - TEX 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TEX.{'winner_confidence': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_LAA@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@TEX.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 125.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
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: 125.
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: 145.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAA 1 - 3 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 1 - 3 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TEX, final=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TEX wins 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 1-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-3, final 1-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 3-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=30; H: current=9, sim=3; 2B: current=0, sim=2; BB: current=0, sim=4; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Denzer Guzman: H current=1 box=0, SO current=1 box=0; Jorge Soler: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Zach Neto: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Nolan Schanuel: H current=1 box=0, SO current=1 box=0; Josh Lowe: AB current=3 box=4, SO current=1 box=2; Jo Adell: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Oswald Peraza: AB current=3 box=4, H current=1 box=0; Wade Meckler: AB current=3 box=2, 2B current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=30, sim=31; H: current=9, sim=7; 3B: current=0, sim=2; RBI: current=1, sim=3; R: current=0, sim=3; BB: current=0, sim=1; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Josh Smith: 3B current=0 box=1, RBI current=0 box=2, R current=0 box=1, BB current=0 box=1; Joc Pederson: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Brandon Nimmo: 3B current=0 box=1, R current=0 box=1; Jake Burger: H current=1 box=2, R current=0 box=1, SO current=1 box=0; Ezequiel Duran: H current=1 box=0, SO current=1 box=0; Alejandro Osuna: SO current=0 box=1; Evan Carter: H current=1 box=0; Elias Díaz: SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.8318490982055663.81451153755188Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction240.630Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment14Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review14Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target14Capped at max 12 realistic runs
simulation_result13Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAA00000100013
TEX00003000037
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLAAbatting32900011090000
currentLAApitching703168.0300
currentTEXbatting30900010070000
currentTEXpitching301469.0100
simulationLAAbatting303200114600
simulationLAApitching703168.0332125
simulationTEXbatting317020331600
simulationTEXpitching301469.0134145
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAA3BDenzer Guzman041000000100.250
currentLAADHJorge Soler041000000100.250
currentLAASSZach Neto041000110100.250
currentLAA1BNolan Schanuel041000000100.250
currentLAACFJosh Lowe031000000100.333
currentLAARFJo Adell041000000100.250
currentLAA2BOswald Peraza031000000100.333
currentLAALFWade Meckler031000000100.333
currentLAACLogan O'Hoppe031000000100.333
currentTEX2BJosh Smith031000000100.333
currentTEXDHJoc Pederson031000000100.333
currentTEXRFBrandon Nimmo041000000100.250
currentTEX1BJake Burger041000010100.250
currentTEX3BEzequiel Duran041000000100.250
currentTEXLFAlejandro Osuna031000000000.333
currentTEXCFEvan Carter031000000100.333
currentTEXCElias Díaz031000000100.333
currentTEXSSNicky Lopez031000000000.333
simulationLAA1SSZach Neto430000001100.000
simulationLAA21BNolan Schanuel440000000000.000
simulationLAA33BDenzer Guzman440000000000.000
simulationLAA4DHJorge Soler430000001100.000
simulationLAA5CFJosh Lowe441000000200.250
simulationLAA6RFJo Adell430000001000.000
simulationLAA72BOswald Peraza440000000100.000
simulationLAA8LFWade Meckler321100001100.500
simulationLAA9CLogan O'Hoppe331100110000.333
simulationTEX1DHJoc Pederson440000000300.000
simulationTEX22BJosh Smith431010121000.333
simulationTEX31BJake Burger442000110000.500
simulationTEX4RFBrandon Nimmo441010100100.250
simulationTEX53BEzequiel Duran440000000000.000
simulationTEX6CFEvan Carter330000000100.000
simulationTEX7LFAlejandro Osuna331000000100.333
simulationTEX8CElias Díaz331000000000.333
simulationTEX9SSNicky Lopez331000000000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAA1José SorianoStarter5.1633150005.063.421.32
currentLAA3Sam BachmanMiddle Reliever2.0000010000.003.261.19
currentLAA6Ryan ZeferjahnMiddle Reliever0.2100000000.003.981.28
currentTEX1Jacob deGromStarter6.0211260001.503.480.99
currentTEX2Jacob LatzMiddle Reliever1.1100100000.001.070.52
currentTEX3Peyton GrayMiddle Reliever1.1000000000.002.871.09
currentTEX4Tyler AlexanderMiddle Reliever0.1000100000.002.431.30
simulationLAA1José SorianoStarter5.163315023945.063.421.32
simulationLAA2Sam BachmanMiddle Reliever2.00000106140.003.261.19
simulationLAA3Ryan ZeferjahnMiddle Reliever0.21000003170.003.981.28
simulationTEX1Jacob deGromStarter6.021126022911.503.480.99
simulationTEX2Jacob LatzMiddle Reliever1.11001006220.001.070.52
simulationTEX3Peyton GrayMiddle Reliever1.10000004170.002.871.09
simulationTEX4Tyler AlexanderMiddle Reliever0.10001002150.002.431.30
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LAAJosé SorianoStarter5.136152394
LAASam BachmanMiddle Reliever2.00001614
LAARyan ZeferjahnMiddle Reliever0.20100317
TEXJacob deGromStarter6.012262291
TEXJacob LatzMiddle Reliever1.10110622
TEXPeyton GrayMiddle Reliever1.10000417
TEXTyler AlexanderMiddle Reliever0.10010215
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_MIL@STL

20260707_MIL@STL.json • 2026-07-07

MIL 4 - STL 1
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_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.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=9, sim=10; HR: current=0, sim=1; RBI: current=3, sim=4; R: current=6, sim=4; BB: current=0, sim=2; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Christian Yelich: BB current=0 box=1; Brice Turang: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=1 box=3; Jake Bauers: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Jackson Chourio: AB current=4 box=5, H current=1 box=3, RBI current=1 box=2, SO current=1 box=0; William Contreras: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=2, BB current=0 box=1; Garrett Mitchell: AB current=3 box=4, H current=1 box=2, SO current=1 box=0; Sal Frelick: AB current=3 box=4, SO current=0 box=1; Cooper Pratt: AB current=3 box=4, H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (H: current=9, sim=4; 2B: current=0, sim=1; RBI: current=2, sim=1; R: current=4, sim=1; BB: current=0, sim=1; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: JJ Wetherholt: 2B current=0 box=1, RBI current=0 box=1; Jordan Walker: RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Iván Herrera: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Alec Burleson: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Bryan Torres: H current=1 box=0; Lars Nootbaar: AB current=3 box=4, SO current=1 box=2; José Fermín: H current=1 box=0; Jimmy Crooks: AB current=3 box=2, H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
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: 2.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match STL pitching: 10.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match STL pitching: 10.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=39 matches STL BF=39.
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: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match MIL pitching: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match MIL pitching: 10.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=32 matches MIL BF=32.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 1.
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.
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]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.470.
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: 0.677/0.900.
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: MIL 10, STL 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 4 - STL 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.53, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'MIL', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_MIL@STL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
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: 137.
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: 166.
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: 9.0.
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: 9.0.
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 - 1 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 4 - 1 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIL, final=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIL wins 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 4-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-1.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-1, final 4-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 4-1.
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: 4/10 = 0.400.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 5/10 = 0.500.
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: 2.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match STL pitching: 10.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match STL pitching: 10.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=39 matches STL BF=39.
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: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match MIL pitching: 4.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match MIL pitching: 10.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=32 matches MIL BF=32.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 1.
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.
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]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.470.
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: 0.677/0.900.
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: MIL 10, STL 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 4 - STL 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.53, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'MIL', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_MIL@STL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_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: 137.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
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: 137.
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: 166.
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: 9.0.
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: 9.0.
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 - 1 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 4 - 1 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIL, final=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIL wins 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 4-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-1.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-1, final 4-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 4-1.
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: 4/10 = 0.400.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 5/10 = 0.500.
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.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=9, sim=10; HR: current=0, sim=1; RBI: current=3, sim=4; R: current=6, sim=4; BB: current=0, sim=2; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Christian Yelich: BB current=0 box=1; Brice Turang: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=1 box=3; Jake Bauers: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Jackson Chourio: AB current=4 box=5, H current=1 box=3, RBI current=1 box=2, SO current=1 box=0; William Contreras: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=2, BB current=0 box=1; Garrett Mitchell: AB current=3 box=4, H current=1 box=2, SO current=1 box=0; Sal Frelick: AB current=3 box=4, SO current=0 box=1; Cooper Pratt: AB current=3 box=4, H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (H: current=9, sim=4; 2B: current=0, sim=1; RBI: current=2, sim=1; R: current=4, sim=1; BB: current=0, sim=1; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: JJ Wetherholt: 2B current=0 box=1, RBI current=0 box=1; Jordan Walker: RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Iván Herrera: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Alec Burleson: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Bryan Torres: H current=1 box=0; Lars Nootbaar: AB current=3 box=4, SO current=1 box=2; José Fermín: H current=1 box=0; Jimmy Crooks: AB current=3 box=2, H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.1379413604736332.352835178375244Base ML historical model prediction
variance_applied62Random variance applied (0.9-1.1)
enhanced_prediction410.530Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment41Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review41Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target41Capped at max 12 realistic runs
simulation_result41Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIL002200000410
STL00100000014
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMILbatting32900036080000
currentMILpitching4011109.0100
currentSTLbatting31900024080000
currentSTLpitching10142109.0400
simulationMILbatting37100014421000
simulationMILpitching4011109.0132137
simulationSTLbatting3141001111000
simulationSTLpitching10142109.0439166
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMILDHChristian Yelich041000100100.250
currentMIL2BBrice Turang041000110100.250
currentMIL1BJake Bauers041000110100.250
currentMILLFJackson Chourio041000110100.250
currentMILCWilliam Contreras041000100100.250
currentMILCFGarrett Mitchell031000100100.333
currentMILRFSal Frelick031000000000.333
currentMILSSCooper Pratt031000000100.333
currentMIL3BJoey Ortiz031000000100.333
currentSTLSSJJ Wetherholt041000100100.250
currentSTLRFJordan Walker041000110100.250
currentSTLDHIván Herrera041000100100.250
currentSTL1BAlec Burleson041000110100.250
currentSTL2BBryan Torres031000000100.333
currentSTLLFLars Nootbaar031000000100.333
currentSTLCFNathan Church031000000100.333
currentSTL3BJosé Fermín031000000000.333
currentSTLCJimmy Crooks031000000100.333
simulationMIL1DHChristian Yelich541000101100.250
simulationMIL2LFJackson Chourio553000120000.600
simulationMIL32BBrice Turang551000000300.200
simulationMIL4CWilliam Contreras431001121100.333
simulationMIL51BJake Bauers440000000200.000
simulationMIL6CFGarrett Mitchell442000100000.500
simulationMIL7RFSal Frelick441000000100.250
simulationMIL8SSCooper Pratt440000000200.000
simulationMIL93BJoey Ortiz441000000000.250
simulationSTL1SSJJ Wetherholt441100110100.250
simulationSTL2DHIván Herrera440000000000.000
simulationSTL31BAlec Burleson440000000200.000
simulationSTL4RFJordan Walker441000000200.250
simulationSTL5LFLars Nootbaar441000000200.250
simulationSTL62BBryan Torres330000000100.000
simulationSTL7CFNathan Church331000000100.333
simulationSTL83BJosé Fermín330000000000.000
simulationSTL9CJimmy Crooks320000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIL1Jacob MisiorowskiStarter6.1311190001.421.470.78
currentMIL2Abner UribeMiddle Reliever1.0000010000.002.781.01
currentMIL3Trevor MegillMiddle Reliever1.0100000000.002.000.92
currentMIL4Aaron AshbyMiddle Reliever0.2000000000.003.251.39
currentSTL1Matt SvansonStarter4.0844171009.006.691.67
currentSTL2George SorianoMiddle Reliever1.0000010000.003.291.12
currentSTL3JoJo RomeroMiddle Reliever1.0000100000.003.691.31
currentSTL5Riley O'BrienMiddle Reliever1.1200000000.003.721.16
currentSTL6Ryne StanekMiddle Reliever1.2000020000.004.671.47
simulationMIL1Jacob MisiorowskiStarter6.131119023931.421.470.78
simulationMIL2Trevor MegillMiddle Reliever1.01000004140.002.000.92
simulationMIL3Abner UribeMiddle Reliever1.00000103140.002.781.01
simulationMIL4Aaron AshbyMiddle Reliever0.20000002160.003.251.39
simulationSTL1Matt SvansonStarter4.084417121879.006.691.67
simulationSTL2Riley O'BrienMiddle Reliever1.12000006230.003.721.16
simulationSTL3JoJo RomeroMiddle Reliever1.00001004170.003.691.31
simulationSTL4Ryne StanekMiddle Reliever1.20000205210.004.671.47
simulationSTL5George SorianoMiddle Reliever1.00000103180.003.291.12
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MILJacob MisiorowskiStarter6.113192393
MILAbner UribeMiddle Reliever1.00001314
MILTrevor MegillMiddle Reliever1.00100414
MILAaron AshbyMiddle Reliever0.20000216
STLMatt SvansonStarter4.048172187
STLGeorge SorianoMiddle Reliever1.00001318
STLJoJo RomeroMiddle Reliever1.00010417
STLRiley O'BrienMiddle Reliever1.10200623
STLRyne StanekMiddle Reliever1.20002521
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_MIL@STL_2

20260707_MIL@STL_2.json • 2026-07-07

MIL 6 - STL 2
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_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.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=4; RBI: current=3, sim=6; BB: current=0, sim=5; SO: current=8, sim=4; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Brice Turang: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Christian Yelich: 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=2, HBP current=0 box=1; Jackson Chourio: 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; William Contreras: AB current=4 box=5, RBI current=0 box=1, SO current=1 box=0; Jake Bauers: AB current=4 box=3, H current=1 box=2, BB current=0 box=1, SO current=1 box=0; Garrett Mitchell: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2, BB current=0 box=2; Sal Frelick: AB current=3 box=5, H current=1 box=0; Cooper Pratt: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=5; 2B: current=0, sim=1; R: current=4, sim=2; BB: current=0, sim=2; SO: current=8, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Jordan Walker: H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; JJ Wetherholt: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Alec Burleson: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=3; Iván Herrera: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Lars Nootbaar: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Bryan Torres: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; José Fermín: H current=1 box=0; Nathan Church: AB current=3 box=4New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
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: 5.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match STL pitching: 0.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match STL pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match STL pitching: 4.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=43 matches STL BF=43.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match MIL pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match MIL pitching: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match MIL pitching: 6.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches MIL BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 2.
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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.451/0.638.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIL 9, STL 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 6 - STL 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'MIL', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_MIL@STL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_MIL@STL_2.
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: 144.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
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: 144.
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: 170.
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: 9.0.
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: 9.0.
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 6 - 2 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 6 - 2 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIL, final=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIL wins 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 6-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-2.
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: MIL wins 6-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 5/10 = 0.500.
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: 5.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match STL pitching: 0.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match STL pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match STL pitching: 4.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=43 matches STL BF=43.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match MIL pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match MIL pitching: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match MIL pitching: 6.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches MIL BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 2.
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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.451/0.638.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIL 9, STL 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 6 - STL 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'MIL', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_MIL@STL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_MIL@STL_2.
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: 144.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
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: 144.
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: 170.
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: 9.0.
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: 9.0.
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 6 - 2 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 6 - 2 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIL, final=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIL wins 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 6-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-2.
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: MIL wins 6-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 5/10 = 0.500.
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.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=4; RBI: current=3, sim=6; BB: current=0, sim=5; SO: current=8, sim=4; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Brice Turang: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Christian Yelich: 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=2, HBP current=0 box=1; Jackson Chourio: 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; William Contreras: AB current=4 box=5, RBI current=0 box=1, SO current=1 box=0; Jake Bauers: AB current=4 box=3, H current=1 box=2, BB current=0 box=1, SO current=1 box=0; Garrett Mitchell: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2, BB current=0 box=2; Sal Frelick: AB current=3 box=5, H current=1 box=0; Cooper Pratt: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=5; 2B: current=0, sim=1; R: current=4, sim=2; BB: current=0, sim=2; SO: current=8, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Jordan Walker: H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; JJ Wetherholt: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Alec Burleson: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=3; Iván Herrera: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Lars Nootbaar: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Bryan Torres: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; José Fermín: H current=1 box=0; Nathan Church: AB current=3 box=4New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.3367643356323245.777239799499512Base ML historical model prediction
variance_applied66Random variance applied (0.9-1.1)
enhanced_prediction340.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment44Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review54Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target54Capped at max 12 realistic runs
simulation_result62Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIL10013100069
STL20000000025
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMILbatting32900036080000
currentMILpitching502269.0200
currentSTLbatting31900024080000
currentSTLpitching906549.0600
simulationMILbatting369400665402
simulationMILpitching502269.0234144
simulationSTLbatting325100222600
simulationSTLpitching906549.0643170
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIL2BBrice Turang041000110100.250
currentMILDHChristian Yelich041000100100.250
currentMILLFJackson Chourio041000110100.250
currentMILCWilliam Contreras041000100100.250
currentMIL1BJake Bauers041000110100.250
currentMILCFGarrett Mitchell031000100100.333
currentMILRFSal Frelick031000000000.333
currentMILSSCooper Pratt031000000100.333
currentMIL3BJoey Ortiz031000000100.333
currentSTLRFJordan Walker041000110100.250
currentSTLSSJJ Wetherholt041000100100.250
currentSTL1BAlec Burleson041000110100.250
currentSTLDHIván Herrera041000100100.250
currentSTLLFLars Nootbaar031000000100.333
currentSTL2BBryan Torres031000000100.333
currentSTL3BJosé Fermín031000000000.333
currentSTLCFNathan Church031000000100.333
currentSTLCJimmy Crooks031000000100.333
simulationMIL1DHChristian Yelich541100110210.250
simulationMIL2LFJackson Chourio541100101000.250
simulationMIL32BBrice Turang540000001100.000
simulationMIL4CWilliam Contreras551000110000.200
simulationMIL51BJake Bauers532000111010.667
simulationMIL6CFGarrett Mitchell532100122000.667
simulationMIL7RFSal Frelick550000000000.000
simulationMIL8SSCooper Pratt441000110000.250
simulationMIL93BJoey Ortiz441100000100.250
simulationSTL1SSJJ Wetherholt430000001100.000
simulationSTL2DHIván Herrera440000000000.000
simulationSTL31BAlec Burleson440000000300.000
simulationSTL4RFJordan Walker442000100000.500
simulationSTL5LFLars Nootbaar442100120000.500
simulationSTL62BBryan Torres440000000000.000
simulationSTL7CFNathan Church441000000100.250
simulationSTL83BJosé Fermín330000000000.000
simulationSTL9CJimmy Crooks320000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIL1Robert GasserStarter5.1422140003.384.541.29
currentMIL2Aaron AshbyMiddle Reliever1.2100010000.003.251.39
currentMIL3Abner UribeMiddle Reliever1.0000110000.002.781.01
currentMIL4Trevor MegillMiddle Reliever1.0000000000.002.000.92
currentSTL1Michael McGreevyStarter5.2633440004.763.121.11
currentSTL2JoJo RomeroMiddle Reliever1.0000000000.003.691.31
currentSTL3Riley O'BrienMiddle Reliever1.02220000018.003.721.16
currentSTL4Ryne StanekMiddle Reliever1.0111000009.004.671.47
currentSTL5George SorianoMiddle Reliever0.1000100000.003.291.12
simulationMIL1Robert GasserStarter5.142214021903.384.541.29
simulationMIL2Trevor MegillMiddle Reliever1.00000003140.002.000.92
simulationMIL3Abner UribeMiddle Reliever1.00001104170.002.781.01
simulationMIL4Aaron AshbyMiddle Reliever1.21000106230.003.251.39
simulationSTL1Michael McGreevyStarter5.2633440271054.763.121.11
simulationSTL2Riley O'BrienMiddle Reliever1.022200051618.003.721.16
simulationSTL3JoJo RomeroMiddle Reliever1.00000003150.003.691.31
simulationSTL4Ryne StanekMiddle Reliever1.01110004169.004.671.47
simulationSTL5George SorianoMiddle Reliever0.10001004180.003.291.12
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MILRobert GasserStarter5.124142190
MILAaron AshbyMiddle Reliever1.20101623
MILAbner UribeMiddle Reliever1.00011417
MILTrevor MegillMiddle Reliever1.00000314
STLMichael McGreevyStarter5.2364427105
STLJoJo RomeroMiddle Reliever1.00000315
STLRiley O'BrienMiddle Reliever1.02200516
STLRyne StanekMiddle Reliever1.01100416
STLGeorge SorianoMiddle Reliever0.10010418
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_NYY@TB

20260707_NYY@TB.json • 2026-07-07

NYY 4 - TB 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_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_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=2; RBI: current=3, sim=4; R: current=3, sim=4; BB: current=4, sim=3; SO: current=9, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Paul Goldschmidt: H current=1 box=0; Amed Rosario: AB current=3 box=4, H current=1 box=2, 2B current=0 box=2, R current=0 box=1; Trent Grisham: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ben Rice: AB current=4 box=3, RBI current=1 box=0; Cody Bellinger: H current=1 box=0, BB current=1 box=0; José Caballero: AB current=3 box=4; Jazz Chisholm Jr.: RBI current=0 box=1, R current=0 box=1, SO current=1 box=3; Ali Sánchez: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=3; 3B: current=0, sim=1; HR: current=0, sim=1; BB: current=2, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Jonathan Aranda: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Yandy Díaz: R current=1 box=0, BB current=0 box=1; Junior Caminero: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Cedric Mullins: RBI current=1 box=0; Chandler Simpson: 3B current=0 box=1, SO current=0 box=1; Victor Mesa Jr.: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Taylor Walls: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Richie Palacios: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match TB pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match TB pitching: 0.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match TB pitching: 6.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match TB pitching: 12.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=36 matches TB BF=36.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match NYY pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match NYY pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match NYY pitching: 9.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match NYY pitching: 8.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=39 matches NYY BF=39.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.370.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.665/0.892.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYY 6, TB 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 4 - TB 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYY.{'winner_confidence': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'TB', 'confidence': 0.63, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_NYY@TB.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_NYY@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@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: 177.
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: 156.
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: 177.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB 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_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_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_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 4 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 4 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
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: NYY wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 4-3.
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: 2/10 = 0.200.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match TB pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match TB pitching: 0.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match TB pitching: 6.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match TB pitching: 12.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=36 matches TB BF=36.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match NYY pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match NYY pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match NYY pitching: 9.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match NYY pitching: 8.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=39 matches NYY BF=39.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.370.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.665/0.892.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYY 6, TB 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 4 - TB 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYY.{'winner_confidence': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'TB', 'confidence': 0.63, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_NYY@TB.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_NYY@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@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: 177.
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: 156.
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: 177.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB 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_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_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_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 4 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 4 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
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: NYY wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 4-3.
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: 2/10 = 0.200.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=2; RBI: current=3, sim=4; R: current=3, sim=4; BB: current=4, sim=3; SO: current=9, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Paul Goldschmidt: H current=1 box=0; Amed Rosario: AB current=3 box=4, H current=1 box=2, 2B current=0 box=2, R current=0 box=1; Trent Grisham: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ben Rice: AB current=4 box=3, RBI current=1 box=0; Cody Bellinger: H current=1 box=0, BB current=1 box=0; José Caballero: AB current=3 box=4; Jazz Chisholm Jr.: RBI current=0 box=1, R current=0 box=1, SO current=1 box=3; Ali Sánchez: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=3; 3B: current=0, sim=1; HR: current=0, sim=1; BB: current=2, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Jonathan Aranda: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1; Yandy Díaz: R current=1 box=0, BB current=0 box=1; Junior Caminero: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Cedric Mullins: RBI current=1 box=0; Chandler Simpson: 3B current=0 box=1, SO current=0 box=1; Victor Mesa Jr.: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Taylor Walls: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2; Richie Palacios: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.0137004852294923.439645767211914Base ML historical model prediction
variance_applied53Random variance applied (0.9-1.1)
enhanced_prediction430.630Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYY00000040046
TB01100001039
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYYbatting32900033490000
currentNYYpitching913389.0300
currentTBbatting32900033280000
currentTBpitching6043129.0400
simulationNYYbatting3362004431200
simulationNYYpitching913389.0339156
simulationTBbatting369311333800
simulationTBpitching6043129.0436177
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYY1BPaul Goldschmidt041000000100.250
currentNYY3BAmed Rosario031000010100.333
currentNYYCFTrent Grisham041000111100.250
currentNYYDHBen Rice041000111100.250
currentNYYLFCody Bellinger041000001100.250
currentNYYSSJosé Caballero031000000100.333
currentNYY2BJazz Chisholm Jr.041000000100.250
currentNYYCAli Sánchez031000000100.333
currentNYYRFMax Schuemann031000101100.333
currentTB1BJonathan Aranda041000011100.250
currentTBDHYandy Díaz041000100100.250
currentTB3BJunior Caminero041000111100.250
currentTBCFCedric Mullins041000010100.250
currentTBLFChandler Simpson041000000000.250
currentTBRFVictor Mesa Jr.031000000100.333
currentTBSSTaylor Walls031000100100.333
currentTB2BRichie Palacios031000000100.333
currentTBCHunter Feduccia031000000100.333
simulationNYY1CFTrent Grisham430000001100.000
simulationNYY21BPaul Goldschmidt440000000100.000
simulationNYY3DHBen Rice431000101100.333
simulationNYY43BAmed Rosario442200110100.500
simulationNYY5LFCody Bellinger440000000100.000
simulationNYY6SSJosé Caballero441000000100.250
simulationNYY72BJazz Chisholm Jr.441000110300.250
simulationNYY8RFMax Schuemann430000001100.000
simulationNYY9CAli Sánchez441000120200.250
simulationTB1DHYandy Díaz541000001100.250
simulationTB21BJonathan Aranda552101110000.400
simulationTB33BJunior Caminero542100001000.500
simulationTB4CFCedric Mullins441000000100.250
simulationTB5LFChandler Simpson441010000100.250
simulationTB6RFVictor Mesa Jr.431100111000.333
simulationTB7SSTaylor Walls440000000200.000
simulationTB82BRichie Palacios441000110200.250
simulationTB9CHunter Feduccia440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYY1Will WarrenStarter5.0622241003.603.731.33
currentNYY2Brent HeadrickMiddle Reliever1.0000010000.001.451.13
currentNYY3Camilo DovalMiddle Reliever1.0211010009.004.671.36
currentNYY4Fernando CruzMiddle Reliever1.0000010000.002.391.27
currentNYY5Tim HillMiddle Reliever1.0100110000.003.340.96
currentTB1Ian SeymourStarter6.0122180003.003.211.00
currentTB2Kevin KellyMiddle Reliever1.1100010000.002.410.88
currentTB3Bryan BakerMiddle Reliever1.04222100018.001.830.82
currentTB4Garrett CleavingerMiddle Reliever0.2000020000.004.011.30
simulationNYY1Will WarrenStarter5.062224123893.603.731.33
simulationNYY2Fernando CruzMiddle Reliever1.00000103190.002.391.27
simulationNYY3Brent HeadrickMiddle Reliever1.00000103130.001.451.13
simulationNYY4Camilo DovalMiddle Reliever1.02110105199.004.671.36
simulationNYY5Tim HillMiddle Reliever1.01001105160.003.340.96
simulationTB1Ian SeymourStarter6.012218020953.003.211.00
simulationTB2Bryan BakerMiddle Reliever1.042221093718.001.830.82
simulationTB3Kevin KellyMiddle Reliever1.11000105320.002.410.88
simulationTB4Garrett CleavingerMiddle Reliever0.20000202130.004.011.30
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYYWill WarrenStarter5.026242389
NYYBrent HeadrickMiddle Reliever1.00001313
NYYCamilo DovalMiddle Reliever1.01201519
NYYFernando CruzMiddle Reliever1.00001319
NYYTim HillMiddle Reliever1.00111516
TBIan SeymourStarter6.021182095
TBKevin KellyMiddle Reliever1.10101532
TBBryan BakerMiddle Reliever1.02421937
TBGarrett CleavingerMiddle Reliever0.20002213
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_OAK@DET

20260707_OAK@DET.json • 2026-07-07

OAK 3 - DET 4
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=30, sim=32; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=3, sim=4; BB: current=1, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Kevin McGonigle: BB current=1 box=0; Colt Keith: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Riley Greene: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Dillon Dingler: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Kerry Carpenter: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=3; Zach McKinstry: AB current=3 box=4, H current=1 box=3, R current=0 box=1, SO current=1 box=0; Spencer Torkelson: H current=1 box=0, BB current=0 box=1; James Outman: H current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; 2B: current=0, sim=3; R: current=5, sim=3; BB: current=1, sim=2; SO: current=9, sim=11).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Nick Kurtz: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Jonah Heim: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Zack Gelof: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Shea Langeliers: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Jacob Wilson: RBI current=1 box=0, SO current=1 box=0; Colby Thomas: AB current=3 box=4, H current=1 box=2; Joshua Kuroda-Grauer: AB current=4 box=3, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=1; Max Muncy: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match OAK pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match OAK pitching: 8.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=34 matches OAK BF=34.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match DET pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match DET pitching: 9.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match DET pitching: 11.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=38 matches DET BF=38.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.627/0.847.
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 9, DET 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 3 - DET 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.53, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_OAK@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@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: 138.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 172.
PASSpitch_countsimulationDETPITCH_COUNT_PITCHER_MATCHDET pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationDETPITCH_COUNT_TOTAL_MATCHDET pitch_count_summary total, row sum, and pitching total all match: 172.
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: 138.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=DET, final=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: DET wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match OAK pitching: 2.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match OAK pitching: 8.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=34 matches OAK BF=34.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match DET pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match DET pitching: 9.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match DET pitching: 11.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=38 matches DET BF=38.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.627/0.847.
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 9, DET 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 3 - DET 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.53, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_OAK@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@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: 138.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 172.
PASSpitch_countsimulationDETPITCH_COUNT_PITCHER_MATCHDET pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationDETPITCH_COUNT_TOTAL_MATCHDET pitch_count_summary total, row sum, and pitching total all match: 172.
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: 138.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=DET, final=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: DET wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=30, sim=32; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=3, sim=4; BB: current=1, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Kevin McGonigle: BB current=1 box=0; Colt Keith: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Riley Greene: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Dillon Dingler: 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Kerry Carpenter: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=3; Zach McKinstry: AB current=3 box=4, H current=1 box=3, R current=0 box=1, SO current=1 box=0; Spencer Torkelson: H current=1 box=0, BB current=0 box=1; James Outman: H current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; 2B: current=0, sim=3; R: current=5, sim=3; BB: current=1, sim=2; SO: current=9, sim=11).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Nick Kurtz: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Jonah Heim: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Zack Gelof: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Shea Langeliers: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Jacob Wilson: RBI current=1 box=0, SO current=1 box=0; Colby Thomas: AB current=3 box=4, H current=1 box=2; Joshua Kuroda-Grauer: AB current=4 box=3, H current=1 box=2, 2B current=0 box=2, RBI current=0 box=1; Max Muncy: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml2.6156826019287114.959727764129639Base ML historical model prediction
variance_applied25Random variance applied (0.9-1.1)
enhanced_prediction250.530Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment25Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review25Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target25Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
OAK00002000139
DET00000013048
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentOAKbatting33900035190000
currentOAKpitching814288.0400
currentDETbatting30800023180000
currentDETpitching9032119.0300
simulationOAKbatting3693003321100
simulationOAKpitching814288.0434138
simulationDETbatting328101442800
simulationDETpitching9032119.0338172
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentOAK1BNick Kurtz041000111200.250
currentOAKDHJonah Heim031000010100.333
currentOAKLFZack Gelof041000100100.250
currentOAKCShea Langeliers041000100100.250
currentOAKSSJacob Wilson041000010100.250
currentOAKRFColby Thomas031000000100.333
currentOAK2BJoshua Kuroda-Grauer041000100000.250
currentOAK3BMax Muncy031000100100.333
currentOAKCFHenry Bolte041000000100.250
currentDETSSKevin McGonigle041000101100.250
currentDET3BColt Keith031000000100.333
currentDETLFRiley Greene041000110100.250
currentDETCDillon Dingler041000110100.250
currentDETDHKerry Carpenter031000000100.333
currentDET2BZach McKinstry031000000100.333
currentDET1BSpencer Torkelson031000000100.333
currentDETCFJames Outman030000000100.000
currentDETRFMatt Vierling031000000000.333
simulationOAK1LFZack Gelof552100110200.400
simulationOAK21BNick Kurtz551000000200.200
simulationOAK3CShea Langeliers440000000200.000
simulationOAK4DHJonah Heim440000000200.000
simulationOAK5SSJacob Wilson441000000000.250
simulationOAK6RFColby Thomas442000000100.500
simulationOAK72BJoshua Kuroda-Grauer432200111000.667
simulationOAK83BMax Muncy430000001200.000
simulationOAK9CFHenry Bolte441000110000.250
simulationDET1SSKevin McGonigle441000100100.250
simulationDET23BColt Keith430000001200.000
simulationDET3LFRiley Greene440000000000.000
simulationDET4CDillon Dingler441100000100.250
simulationDET5DHKerry Carpenter442001130000.500
simulationDET62BZach McKinstry443000100000.750
simulationDET71BSpencer Torkelson430000001100.000
simulationDET8CFJames Outman331000110100.333
simulationDET9RFMatt Vierling330000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentOAK1J.T. GinnStarter5.2122260003.183.041.23
currentOAK3Hogan HarrisMiddle Reliever1.0411011009.003.381.55
currentOAK4Elvis AlvaradoMiddle Reliever1.1311010006.755.551.19
currentDET1Tarik SkubalStarter6.0522170003.003.150.91
currentDET2Kenley JansenMiddle Reliever1.0000110000.004.151.11
currentDET3Kyle FinneganMiddle Reliever1.0100010000.001.791.41
currentDET4Tyler HoltonMiddle Reliever1.0311020009.003.381.38
simulationOAK1J.T. GinnStarter5.212226020933.183.041.23
simulationOAK2Elvis AlvaradoMiddle Reliever1.13110107206.755.551.19
simulationOAK3Hogan HarrisMiddle Reliever1.04110117259.003.381.55
simulationDET1Tarik SkubalStarter6.0522170241073.003.150.91
simulationDET2Kenley JansenMiddle Reliever1.00001104240.004.151.11
simulationDET3Kyle FinneganMiddle Reliever1.01000104190.001.791.41
simulationDET4Tyler HoltonMiddle Reliever1.03110206229.003.381.38
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
OAKJ.T. GinnStarter5.221262093
OAKHogan HarrisMiddle Reliever1.01401725
OAKElvis AlvaradoMiddle Reliever1.11301720
DETTarik SkubalStarter6.0251724107
DETKenley JansenMiddle Reliever1.00011424
DETKyle FinneganMiddle Reliever1.00101419
DETTyler HoltonMiddle Reliever1.01302622
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_PHI@CIN

20260707_PHI@CIN.json • 2026-07-07

PHI 5 - CIN 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentPHICURRENT_PITCHER_DUPLICATIONPHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; 2B: current=0, sim=2; HR: current=0, sim=1; BB: current=1, sim=3; SO: current=9, sim=4; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: JJ Bleday: AB current=4 box=5, BB current=1 box=0, SO current=1 box=2; Sal Stewart: SO current=1 box=0, SF current=0 box=1; Eugenio Suárez: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Elly De La Cruz: R current=1 box=0, BB current=0 box=1, SO current=1 box=0; TJ Friedl: AB current=3 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Nathaniel Lowe: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Tyler Stephenson: AB current=3 box=4, H current=1 box=3, 2B current=0 box=2, HR current=0 box=1; Spencer Steer: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=2, sim=5; R: current=3, sim=5; BB: current=2, sim=3; SO: current=10, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Schwarber: AB current=4 box=2, HR current=0 box=1, RBI current=0 box=2, SO current=2 box=1; Alec Bohm: HR current=0 box=1, RBI current=1 box=3, R current=0 box=1; Bryce Harper: H current=1 box=2, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=2; Trea Turner: H current=1 box=0, R current=1 box=0, BB current=0 box=1; Edmundo Sosa: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; J.T. Realmuto: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Bryson Stott: 2B current=0 box=1, R current=0 box=1; Derek Hill: AB current=3 box=4, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match PHI pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match PHI pitching: 9.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match PHI pitching: 4.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=39 matches PHI BF=39.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match CIN pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match CIN pitching: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match CIN pitching: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match CIN pitching: 12.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=37 matches CIN BF=37.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN 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_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_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.370.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.596/0.810.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PHI 6, CIN 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 5 - CIN 3.
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': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_PHI@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@CIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 162.
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: 157.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 5 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 5 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PHI wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PHI, final=PHI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PHI wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PHI wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-3, final 5-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PHI wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match PHI pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match PHI pitching: 9.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match PHI pitching: 4.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=39 matches PHI BF=39.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match CIN pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match CIN pitching: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match CIN pitching: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match CIN pitching: 12.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=37 matches CIN BF=37.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN 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_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_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.630.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.370.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.596/0.810.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PHI 6, CIN 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 5 - CIN 3.
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': 0.63, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_PHI@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@CIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 162.
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: 157.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 5 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 5 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PHI wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PHI, final=PHI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PHI wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PHI wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-3, final 5-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PHI wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentPHICURRENT_PITCHER_DUPLICATIONPHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; 2B: current=0, sim=2; HR: current=0, sim=1; BB: current=1, sim=3; SO: current=9, sim=4; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: JJ Bleday: AB current=4 box=5, BB current=1 box=0, SO current=1 box=2; Sal Stewart: SO current=1 box=0, SF current=0 box=1; Eugenio Suárez: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Elly De La Cruz: R current=1 box=0, BB current=0 box=1, SO current=1 box=0; TJ Friedl: AB current=3 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Nathaniel Lowe: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Tyler Stephenson: AB current=3 box=4, H current=1 box=3, 2B current=0 box=2, HR current=0 box=1; Spencer Steer: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=2, sim=5; R: current=3, sim=5; BB: current=2, sim=3; SO: current=10, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Schwarber: AB current=4 box=2, HR current=0 box=1, RBI current=0 box=2, SO current=2 box=1; Alec Bohm: HR current=0 box=1, RBI current=1 box=3, R current=0 box=1; Bryce Harper: H current=1 box=2, RBI current=1 box=0, BB current=1 box=0, SO current=1 box=2; Trea Turner: H current=1 box=0, R current=1 box=0, BB current=0 box=1; Edmundo Sosa: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; J.T. Realmuto: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Bryson Stott: 2B current=0 box=1, R current=0 box=1; Derek Hill: AB current=3 box=4, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.13950395584106453.818204164505005Base ML historical model prediction
variance_applied63Random variance applied (0.9-1.1)
enhanced_prediction430.630Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PHI00000320056
CIN01000010139
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPHIbatting329000232100000
currentPHIpitching913349.0300
currentCINbatting32900033190000
currentCINpitching6253129.0500
simulationPHIbatting3361025531201
simulationPHIpitching913349.0339157
simulationCINbatting359201333410
simulationCINpitching6253129.0537162
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPHIDHKyle Schwarber041000101200.250
currentPHI3BAlec Bohm041000010100.250
currentPHI1BBryce Harper041000111100.250
currentPHISSTrea Turner041000100100.250
currentPHILFEdmundo Sosa031000000100.333
currentPHICJ.T. Realmuto031000000100.333
currentPHI2BBryson Stott041000000100.250
currentPHIRFDerek Hill031000000100.333
currentPHICFJustin Crawford031000000100.333
currentCINLFJJ Bleday041000001100.250
currentCIN1BSal Stewart041000110100.250
currentCIN3BEugenio Suárez041000010100.250
currentCINSSElly De La Cruz041000100100.250
currentCINCFTJ Friedl031000000100.333
currentCINDHNathaniel Lowe031000000100.333
currentCINCTyler Stephenson031000000100.333
currentCINRFSpencer Steer041000110100.250
currentCIN2BMatt McLain031000000100.333
simulationPHI1SSTrea Turner540000001100.000
simulationPHI2DHKyle Schwarber421001121110.500
simulationPHI31BBryce Harper442000100200.500
simulationPHI43BAlec Bohm441001130100.250
simulationPHI5LFEdmundo Sosa440000000200.000
simulationPHI6CJ.T. Realmuto440000000200.000
simulationPHI72BBryson Stott441100100100.250
simulationPHI8RFDerek Hill441000100100.250
simulationPHI9CFJustin Crawford430000001100.000
simulationCIN1SSElly De La Cruz541000001000.250
simulationCIN21BSal Stewart541000110000.250
simulationCIN3LFJJ Bleday551000000200.200
simulationCIN43BEugenio Suárez440000000000.000
simulationCIN5DHNathaniel Lowe442000100100.500
simulationCIN6RFSpencer Steer440000000000.000
simulationCIN7CTyler Stephenson443201120000.750
simulationCIN8CFTJ Friedl420000002000.000
simulationCIN92BMatt McLain441000000100.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPHI1Zack WheelerStarter6.0611040001.502.360.94
currentPHI2Jhoan DuranMiddle Reliever1.0211101009.000.910.84
currentPHI3José AlvaradoMiddle Reliever1.0111200009.006.101.68
currentPHI4Orion KerkeringMiddle Reliever1.0000000000.002.551.13
currentCIN1Andrew AbbottStarter5.0433281005.403.881.44
currentCIN3Caleb FergusonMiddle Reliever1.1000110000.001.621.26
currentCIN4Emilio PagánMiddle Reliever1.12220110013.506.461.50
currentCIN5Tejay AntoneMiddle Reliever1.1000020000.002.420.92
simulationPHI1Zack WheelerStarter6.061104024981.502.360.94
simulationPHI2Jhoan DuranMiddle Reliever1.02111016239.000.910.84
simulationPHI3Orion KerkeringMiddle Reliever1.00000003180.002.551.13
simulationPHI4José AlvaradoMiddle Reliever1.01112006189.006.101.68
simulationCIN1Andrew AbbottStarter5.0433281221015.403.881.44
simulationCIN2Emilio PagánMiddle Reliever1.122201162313.506.461.50
simulationCIN3Tejay AntoneMiddle Reliever1.10000204170.002.420.92
simulationCIN4Caleb FergusonMiddle Reliever1.10001105210.001.621.26
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PHIZack WheelerStarter6.016042498
PHIJhoan DuranMiddle Reliever1.01210623
PHIJosé AlvaradoMiddle Reliever1.01120618
PHIOrion KerkeringMiddle Reliever1.00000318
CINAndrew AbbottStarter5.0342822101
CINCaleb FergusonMiddle Reliever1.10011521
CINEmilio PagánMiddle Reliever1.12201623
CINTejay AntoneMiddle Reliever1.10002417
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_SEA@MIA

20260707_SEA@MIA.json • 2026-07-07

SEA 1 - MIA 5
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=6, sim=5; R: current=6, sim=5; BB: current=2, sim=4; SO: current=6, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Otto Lopez: RBI current=1 box=0, R current=1 box=0; Liam Hicks: HR current=0 box=1, RBI current=1 box=3, BB current=0 box=1; Xavier Edwards: AB current=4 box=3, RBI current=1 box=0, SO current=0 box=1; Kyle Stowers: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Owen Caissie: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Griffin Conine: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jakob Marsee: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Joe Mack: AB current=3 box=4, H current=1 box=2, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=3, sim=1; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Dominic Canzone: AB current=3 box=4, RBI current=1 box=0; Cal Raleigh: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0; J.P. Crawford: H current=1 box=2, 2B current=0 box=1, BB current=1 box=0, HBP current=0 box=1; Randy Arozarena: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Josh Naylor: 2B current=0 box=1; Luke Raley: H current=1 box=0, BB current=0 box=1; Cole Young: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Victor Robles: AB current=3 box=4, H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match SEA pitching: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match SEA pitching: 9.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match SEA pitching: 7.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=37 matches SEA BF=37.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match MIA pitching: 2.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match MIA pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match MIA pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match MIA pitching: 9.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=38 matches MIA BF=38.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.627/0.847.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SEA 7, MIA 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 1 - MIA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIA.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_SEA@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@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: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 156.
PASSpitch_countsimulationSEAPITCH_COUNT_PITCHER_MATCHSEA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSEAPITCH_COUNT_TOTAL_MATCHSEA pitch_count_summary total, row sum, and pitching total all match: 150.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SEA 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIA, final=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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: MIA wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 1-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match SEA pitching: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match SEA pitching: 9.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match SEA pitching: 7.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=37 matches SEA BF=37.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match MIA pitching: 2.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match MIA pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match MIA pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match MIA pitching: 9.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=38 matches MIA BF=38.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.627/0.847.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SEA 7, MIA 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 1 - MIA 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIA.{'winner_confidence': 0.64, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_SEA@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@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: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 156.
PASSpitch_countsimulationSEAPITCH_COUNT_PITCHER_MATCHSEA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSEAPITCH_COUNT_TOTAL_MATCHSEA pitch_count_summary total, row sum, and pitching total all match: 150.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SEA 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 1 - 5 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIA, final=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
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: MIA wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 1-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=6, sim=5; R: current=6, sim=5; BB: current=2, sim=4; SO: current=6, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Otto Lopez: RBI current=1 box=0, R current=1 box=0; Liam Hicks: HR current=0 box=1, RBI current=1 box=3, BB current=0 box=1; Xavier Edwards: AB current=4 box=3, RBI current=1 box=0, SO current=0 box=1; Kyle Stowers: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Owen Caissie: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Griffin Conine: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Jakob Marsee: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Joe Mack: AB current=3 box=4, H current=1 box=2, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=3, sim=1; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Dominic Canzone: AB current=3 box=4, RBI current=1 box=0; Cal Raleigh: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0; J.P. Crawford: H current=1 box=2, 2B current=0 box=1, BB current=1 box=0, HBP current=0 box=1; Randy Arozarena: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Josh Naylor: 2B current=0 box=1; Luke Raley: H current=1 box=0, BB current=0 box=1; Cole Young: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Victor Robles: AB current=3 box=4, H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.7848534584045413.9268083572387695Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction340.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result15Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SEA00001000017
MIA01000400059
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSEAbatting32900031290000
currentSEApitching915478.0500
currentMIAbatting32900066260000
currentMIApitching711299.0100
simulationSEAbatting347301112902
simulationSEApitching915478.0537150
simulationMIAbatting339201554700
simulationMIApitching711299.0138156
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSEADHDominic Canzone031000010100.333
currentSEACCal Raleigh041000011100.250
currentSEA3BJ.P. Crawford041000001100.250
currentSEALFRandy Arozarena041000110100.250
currentSEA1BJosh Naylor041000000100.250
currentSEARFLuke Raley031000000100.333
currentSEA2BCole Young041000000100.250
currentSEACFVictor Robles031000000100.333
currentSEASSColt Emerson031000000100.333
currentMIASSOtto Lopez041000110100.250
currentMIADHLiam Hicks041000110000.250
currentMIA2BXavier Edwards041000111000.250
currentMIA1BKyle Stowers041000110100.250
currentMIARFOwen Caissie031000010100.333
currentMIALFGriffin Conine031000000100.333
currentMIACFJakob Marsee041000101100.250
currentMIACJoe Mack031000110100.333
currentMIA3BJavier Sanoja031000000000.333
simulationSEA13BJ.P. Crawford542100000110.500
simulationSEA2LFRandy Arozarena540000000210.000
simulationSEA3DHDominic Canzone441000000100.250
simulationSEA4CCal Raleigh430000001100.000
simulationSEA51BJosh Naylor441100000100.250
simulationSEA6RFLuke Raley430000001100.000
simulationSEA72BCole Young442100000000.500
simulationSEA8CFVictor Robles440000000000.000
simulationSEA9SSColt Emerson441001110200.250
simulationMIA1DHLiam Hicks541001131000.250
simulationMIA21BKyle Stowers440000000200.000
simulationMIA3SSOtto Lopez441000000100.250
simulationMIA42BXavier Edwards431000101100.333
simulationMIA5LFGriffin Conine430000001000.000
simulationMIA6RFOwen Caissie442100100100.500
simulationMIA7CFJakob Marsee442100110100.500
simulationMIA8CJoe Mack442000110000.500
simulationMIA93BJavier Sanoja430000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSEA1Bryan WooStarter5.2733361004.764.171.03
currentSEA3José A. FerrerMiddle Reliever1.0111010009.002.431.30
currentSEA5Andrés MuñozMiddle Reliever1.1111100006.753.901.27
currentMIA1Max MeyerStarter6.0400261000.002.531.11
currentMIA2Calvin FaucherMiddle Reliever1.0100000000.004.251.53
currentMIA3Michael PetersenMiddle Reliever1.0000010000.003.081.03
currentMIA4Pete FairbanksMiddle Reliever1.0211020009.007.271.46
simulationSEA1Bryan WooStarter5.2733361271104.764.171.03
simulationSEA2Andrés MuñozMiddle Reliever1.11111006246.753.901.27
simulationSEA3José A. FerrerMiddle Reliever1.01110104169.002.431.30
simulationMIA1Max MeyerStarter6.0400261251030.002.531.11
simulationMIA2Pete FairbanksMiddle Reliever1.02110205209.007.271.46
simulationMIA3Calvin FaucherMiddle Reliever1.01000004160.004.251.53
simulationMIA4Michael PetersenMiddle Reliever1.00000104170.003.081.03
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SEABryan WooStarter5.2373627110
SEAJosé A. FerrerMiddle Reliever1.01101416
SEAAndrés MuñozMiddle Reliever1.11110624
MIAMax MeyerStarter6.0042625103
MIACalvin FaucherMiddle Reliever1.00100416
MIAMichael PetersenMiddle Reliever1.00001417
MIAPete FairbanksMiddle Reliever1.01202520
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260707_TOR@SF

20260707_TOR@SF.json • 2026-07-07

TOR 5 - SF 2
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=4; 2B: current=0, sim=1; R: current=6, sim=2; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Casey Schmitt: H current=1 box=0; Heliot Ramos: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Luis Arraez: 2B current=0 box=1, RBI current=0 box=1; Jung Hoo Lee: H current=1 box=0, R current=1 box=0, SO current=0 box=1; Willy Adames: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Bryce Eldridge: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Victor Bericoto: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=2, sim=5; R: current=0, sim=5; BB: current=0, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Ernie Clement: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Kazuma Okamoto: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Nathan Lukes: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Vladimir Guerrero Jr.: AB current=4 box=5, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Brandon Valenzuela: AB current=3 box=4, H current=1 box=0; Sean Keys: RBI current=1 box=0, SO current=2 box=1; Daulton Varsho: AB current=4 box=3, H current=1 box=2, R current=0 box=1, BB current=0 box=1; Jonatan Clase: AB current=3 box=4, 2B current=0 box=1, SO current=2 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match TOR pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match TOR pitching: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match TOR pitching: 7.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=32 matches TOR BF=32.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match SF pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match SF pitching: 9.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match SF pitching: 9.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=39 matches SF BF=39.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF 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_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_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.614.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.614.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.386.
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: 0.475/0.666.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 9, SF 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 5 - SF 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TOR.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TOR.{'winner_confidence': 0.6143370695665922, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'TOR', 'confidence': 0.5691686320563026, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_TOR@SF.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_TOR@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@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: 133.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 172.
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: 172.
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: 133.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 5 - 2 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 5 - 2 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TOR wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TOR, final=TOR.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.614.
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: TOR wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TOR wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TOR wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match TOR pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match TOR pitching: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match TOR pitching: 7.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=32 matches TOR BF=32.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match SF pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match SF pitching: 9.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match SF pitching: 9.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=39 matches SF BF=39.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF 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_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_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.614.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.614.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.386.
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: 0.475/0.666.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 9, SF 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 5 - SF 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TOR.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TOR.{'winner_confidence': 0.6143370695665922, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-06', 'predicted_team': 'TOR', 'confidence': 0.5691686320563026, 'actual_winner': None, 'actual_margin': 0, 'file': '20260706_TOR@SF.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-07.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260707_TOR@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@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: 133.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 172.
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: 172.
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: 133.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 5 - 2 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 5 - 2 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TOR wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TOR, final=TOR.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.614.
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: TOR wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TOR wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TOR wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=4; 2B: current=0, sim=1; R: current=6, sim=2; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Casey Schmitt: H current=1 box=0; Heliot Ramos: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Luis Arraez: 2B current=0 box=1, RBI current=0 box=1; Jung Hoo Lee: H current=1 box=0, R current=1 box=0, SO current=0 box=1; Willy Adames: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Bryce Eldridge: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Victor Bericoto: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=2, sim=5; R: current=0, sim=5; BB: current=0, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Ernie Clement: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Kazuma Okamoto: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Nathan Lukes: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Vladimir Guerrero Jr.: AB current=4 box=5, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Brandon Valenzuela: AB current=3 box=4, H current=1 box=0; Sean Keys: RBI current=1 box=0, SO current=2 box=1; Daulton Varsho: AB current=4 box=3, H current=1 box=2, R current=0 box=1, BB current=0 box=1; Jonatan Clase: AB current=3 box=4, 2B current=0 box=1, SO current=2 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.01658153533935552.413100004196167Base ML historical model prediction
variance_applied62Random variance applied (0.9-1.1)
enhanced_prediction430.614Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TOR00200030059
SF20000000024
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTORbatting32900020090000
currentTORpitching402179.0200
currentSFbatting34900026180000
currentSFpitching915399.0500
simulationTORbatting369301553900
simulationTORpitching402179.0232133
simulationSFbatting314100221700
simulationSFpitching915399.0539172
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTOR2BErnie Clement041000000000.250
currentTOR3BKazuma Okamoto041000010100.250
currentTORRFNathan Lukes031000000000.333
currentTOR1BVladimir Guerrero Jr.041000000100.250
currentTORCBrandon Valenzuela031000000100.333
currentTORDHSean Keys041000010200.250
currentTORCFDaulton Varsho041000000100.250
currentTORLFJonatan Clase031000000200.333
currentTORSSAndrés Giménez031000000100.333
currentSF3BCasey Schmitt041000000100.250
currentSFRFHeliot Ramos041000110100.250
currentSFDHRafael Devers041000110100.250
currentSF2BLuis Arraez041000100100.250
currentSFCFJung Hoo Lee041000100000.250
currentSFSSWilly Adames041000100100.250
currentSF1BBryce Eldridge041000101100.250
currentSFLFVictor Bericoto031000000100.333
currentSFCDrew Cavanaugh031000000100.333
simulationTOR12BErnie Clement541100111000.250
simulationTOR2RFNathan Lukes542100111100.500
simulationTOR31BVladimir Guerrero Jr.550000110200.000
simulationTOR43BKazuma Okamoto440000000200.000
simulationTOR5CBrandon Valenzuela440000000100.000
simulationTOR6CFDaulton Varsho432000101100.667
simulationTOR7DHSean Keys441000000100.250
simulationTOR8LFJonatan Clase441100000100.250
simulationTOR9SSAndrés Giménez442001120000.500
simulationSF1RFHeliot Ramos431000001000.333
simulationSF22BLuis Arraez441100110100.250
simulationSF33BCasey Schmitt440000000100.000
simulationSF4DHRafael Devers441000110100.250
simulationSF5CFJung Hoo Lee440000000100.000
simulationSF6SSWilly Adames330000000000.000
simulationSF71BBryce Eldridge330000000100.000
simulationSF8LFVictor Bericoto330000000100.000
simulationSF9CDrew Cavanaugh331000000100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTOR1Spencer MilesStarter5.0422140003.602.831.04
currentTOR2Jeff HoffmanMiddle Reliever1.1000010000.004.421.42
currentTOR3Louis VarlandMiddle Reliever1.2000010000.000.960.96
currentTOR4Tyler RogersMiddle Reliever1.0000010000.001.771.20
currentSF1Trevor McDonaldStarter5.0522150003.604.421.23
currentSF2Caleb KilianMiddle Reliever1.0100000000.004.141.27
currentSF3Dylan SmithMiddle Reliever1.0000110000.003.861.29
currentSF4Erik MillerMiddle Reliever1.0000020000.003.381.50
currentSF5Ryan WalkerMiddle Reliever1.03331110027.005.181.56
simulationTOR1Spencer MilesStarter5.042214020793.602.831.04
simulationTOR2Louis VarlandMiddle Reliever1.20000105200.000.960.96
simulationTOR3Tyler RogersMiddle Reliever1.00000103160.001.771.20
simulationTOR4Jeff HoffmanMiddle Reliever1.10000104180.004.421.42
simulationSF1Trevor McDonaldStarter5.052215021983.604.421.23
simulationSF2Caleb KilianMiddle Reliever1.01000004170.004.141.27
simulationSF3Ryan WalkerMiddle Reliever1.033311172627.005.181.56
simulationSF4Erik MillerMiddle Reliever1.00000203140.003.381.50
simulationSF5Dylan SmithMiddle Reliever1.00001104170.003.861.29
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TORSpencer MilesStarter5.024142079
TORJeff HoffmanMiddle Reliever1.10001418
TORLouis VarlandMiddle Reliever1.20001520
TORTyler RogersMiddle Reliever1.00001316
SFTrevor McDonaldStarter5.025152198
SFCaleb KilianMiddle Reliever1.00100417
SFDylan SmithMiddle Reliever1.00011417
SFErik MillerMiddle Reliever1.00002314
SFRyan WalkerMiddle Reliever1.03311726
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERwarning0010Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.