MLB JSON Audit Report

Generated 2026-07-10 22:35:02. This single HTML file audits only the selected game date. The default view focuses on actionable problems first; detailed checks, passed checks, batting, pitching, pitch counts, and the rule catalog stay available in collapsible sections.

0Critical
0Error
15Warn
1373Pass
105Info

20260710_ARI@LAD

20260710_ARI@LAD.json • 2026-07-10

ARI 2 - 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_payloadcurrentARICURRENT_PITCHER_DUPLICATIONARI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=9, sim=4; 2B: current=0, sim=1; 3B: current=0, sim=1; R: current=3, sim=2; BB: current=1, sim=4; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Ketel Marte: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Ildemaro Vargas: H current=1 box=0, R current=1 box=0, SO current=0 box=1; Geraldo Perdomo: AB current=4 box=3, H current=1 box=0; Tommy Troy: AB current=3 box=2, H current=1 box=0, R current=1 box=0, BB current=0 box=2; Max Kepler: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=3; Gabriel Moreno: 2B current=0 box=1; Corbin Carroll: H current=1 box=2, 3B current=0 box=1, SO current=1 box=0; Lourdes Gurriel Jr.: AB current=4 box=3, 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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; H: current=9, sim=12; HR: current=0, sim=2; RBI: current=7, sim=6; R: current=8, sim=6; BB: current=2, sim=5; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0, BB current=1 box=2; Andy Pages: AB current=4 box=5, HR current=0 box=1, RBI current=1 box=2; Freddie Freeman: H current=1 box=2, BB current=0 box=1; Mookie Betts: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=0 box=1; Tommy Edman: RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Kyle Tucker: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Teoscar Hernández: AB current=4 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Miguel Rojas: AB current=3 box=4, SO current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match LAD pitching: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match LAD pitching: 0.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match LAD pitching: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match LAD pitching: 7.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=35 matches LAD BF=35.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match ARI pitching: 5.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match ARI pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match ARI pitching: 12.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match ARI pitching: 6.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=41 matches ARI BF=41.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentARICURRENT_LINEUP_SHAPEARI current lineup has 9 expected positions.
PASScurrent_payloadcurrentARICURRENT_MODEL_ZERO_FALLBACKARI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentARICURRENT_NAMES_PRESENTARI current hitter names are populated.
PASScurrent_payloadcurrentARICURRENT_PREDICTIONS_MATCH_FINALIZEDARI hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.461/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 4, LAD 12.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 2 - LAD 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for LAD.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_ARI@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@LAD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 176.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
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: 176.
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: 158.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 2 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 2 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/10 (0.900).
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: LAD wins 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 2-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-6, final 2-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 6-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 9/10 = 0.900.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match LAD pitching: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match LAD pitching: 0.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match LAD pitching: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match LAD pitching: 7.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=35 matches LAD BF=35.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match ARI pitching: 5.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match ARI pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match ARI pitching: 12.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match ARI pitching: 6.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=41 matches ARI BF=41.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentARICURRENT_LINEUP_SHAPEARI current lineup has 9 expected positions.
PASScurrent_payloadcurrentARICURRENT_MODEL_ZERO_FALLBACKARI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentARICURRENT_NAMES_PRESENTARI current hitter names are populated.
PASScurrent_payloadcurrentARICURRENT_PREDICTIONS_MATCH_FINALIZEDARI hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.461/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 4, LAD 12.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 2 - LAD 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for LAD.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_ARI@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@LAD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 176.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
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: 176.
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: 158.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 2 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 2 - 6 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 6-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 9/10 (0.900).
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: LAD wins 6-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 2-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-6.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-6, final 2-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 6-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 9/10 = 0.900.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentARICURRENT_PITCHER_DUPLICATIONARI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=9, sim=4; 2B: current=0, sim=1; 3B: current=0, sim=1; R: current=3, sim=2; BB: current=1, sim=4; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Ketel Marte: H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Ildemaro Vargas: H current=1 box=0, R current=1 box=0, SO current=0 box=1; Geraldo Perdomo: AB current=4 box=3, H current=1 box=0; Tommy Troy: AB current=3 box=2, H current=1 box=0, R current=1 box=0, BB current=0 box=2; Max Kepler: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=3; Gabriel Moreno: 2B current=0 box=1; Corbin Carroll: H current=1 box=2, 3B current=0 box=1, SO current=1 box=0; Lourdes Gurriel Jr.: AB current=4 box=3, 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-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; H: current=9, sim=12; HR: current=0, sim=2; RBI: current=7, sim=6; R: current=8, sim=6; BB: current=2, sim=5; SO: current=7, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0, BB current=1 box=2; Andy Pages: AB current=4 box=5, HR current=0 box=1, RBI current=1 box=2; Freddie Freeman: H current=1 box=2, BB current=0 box=1; Mookie Betts: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, SO current=0 box=1; Tommy Edman: RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Kyle Tucker: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Teoscar Hernández: AB current=4 box=3, H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Miguel Rojas: AB current=3 box=4, SO current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.6276473999023443.099984645843506Base ML historical model prediction
variance_applied53Random variance applied (0.9-1.1)
enhanced_prediction340.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment35Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review35Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target35Capped at max 12 realistic runs
simulation_result26Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ARI00020000024
LAD222000000612
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentARIbatting33900023180000
currentARIpitching1226568.0600
currentLADbatting34900078270000
currentLADpitching402479.0200
simulationARIbatting314110224700
simulationARIpitching1226568.0641176
simulationLADbatting3612002665600
simulationLADpitching402479.0235158
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentARIDHKetel Marte041000010100.250
currentARICIldemaro Vargas041000100000.250
currentARI1BGeraldo Perdomo041000001100.250
currentARI2BTommy Troy031000100100.333
currentARI3BMax Kepler031000000100.333
currentARISSGabriel Moreno041000000100.250
currentARILFCorbin Carroll041000110100.250
currentARICFLourdes Gurriel Jr.041000000100.250
currentARIRFNolan Arenado031000000100.333
currentLADDHShohei Ohtani041000111100.250
currentLADCFAndy Pages041000110100.250
currentLAD1BFreddie Freeman041000110100.250
currentLADSSMookie Betts041000110000.250
currentLAD3BTommy Edman041000110100.250
currentLADRFKyle Tucker041000111100.250
currentLADLFTeoscar Hernández041000110100.250
currentLAD2BMiguel Rojas031000000000.333
currentLADCDalton Rushing031000100100.333
simulationARI1OFTommy Troy420000002000.000
simulationARI2SSGeraldo Perdomo430000001100.000
simulationARI32BKetel Marte440000000000.000
simulationARI41BIldemaro Vargas440000000100.000
simulationARI5CGabriel Moreno441100000100.250
simulationARI63BNolan Arenado430000001100.000
simulationARI7RFCorbin Carroll442010110000.500
simulationARI8LFMax Kepler441000110300.250
simulationARI9LFLourdes Gurriel Jr.330000000000.000
simulationLAD1DHShohei Ohtani532000102000.667
simulationLAD2CFAndy Pages551001120100.200
simulationLAD31BFreddie Freeman542000111100.500
simulationLAD4SSMookie Betts551000000100.200
simulationLAD53BTommy Edman541000101000.250
simulationLAD6RFKyle Tucker441000000000.250
simulationLAD7LFTeoscar Hernández432001121000.667
simulationLAD82BMiguel Rojas441000000200.250
simulationLAD9CDalton Rushing441000110100.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentARI1Eduardo RodriguezStarter6.2733252004.052.451.23
currentARI2Jonathan LoáisigaMiddle Reliever0.1000010000.000.000.43
currentARI3Juan MorilloMiddle Reliever0.01110000010.802.40
currentARI4Kevin GinkelMiddle Reliever0.0111100009.002.00
currentARI5Paul SewaldMiddle Reliever1.0100200000.000.000.00
currentARI6Taylor ClarkeMiddle Reliever0.021100000108.009.00
currentLAD1Kyle HurtStarter5.0422330003.604.551.35
currentLAD2Edgardo HenriquezMiddle Reliever1.0000010000.002.430.89
currentLAD3Tanner ScottMiddle Reliever1.0000110000.002.630.80
currentLAD4Will KleinMiddle Reliever1.0000010000.002.271.37
currentLAD5Alex VesiaMiddle Reliever1.0000010000.002.351.14
simulationARI1Eduardo RodriguezStarter6.2733252291134.052.451.23
simulationARI2Paul SewaldMiddle Reliever1.0100200660.000.000.00
simulationARI3Jonathan LoáisigaMiddle Reliever0.10000101160.000.000.43
simulationARI4Juan MorilloMiddle Reliever0.011100012010.802.40
simulationARI5Kevin GinkelMiddle Reliever0.0111100259.002.00
simulationARI6Taylor ClarkeMiddle Reliever0.0211000216108.009.00
simulationLAD1Kyle HurtStarter5.042233022933.604.551.35
simulationLAD2Tanner ScottMiddle Reliever1.00001104170.002.630.80
simulationLAD3Edgardo HenriquezMiddle Reliever1.00000103130.002.430.89
simulationLAD4Alex VesiaMiddle Reliever1.00000103160.002.351.14
simulationLAD5Will KleinMiddle Reliever1.00000103190.002.271.37
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ARIEduardo RodriguezStarter6.2372529113
ARIJonathan LoáisigaMiddle Reliever0.10001116
ARIJuan MorilloMiddle Reliever0.01100120
ARIKevin GinkelMiddle Reliever0.0111025
ARIPaul SewaldMiddle Reliever1.0012066
ARITaylor ClarkeMiddle Reliever0.01200216
LADKyle HurtStarter5.024332293
LADEdgardo HenriquezMiddle Reliever1.00001313
LADTanner ScottMiddle Reliever1.00011417
LADWill KleinMiddle Reliever1.00001319
LADAlex VesiaMiddle Reliever1.00001316
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.

20260710_ATL@STL

20260710_ATL@STL.json • 2026-07-10

ATL 5 - 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_payloadcurrentATLCURRENT_PITCHER_DUPLICATIONATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSTLCURRENT_PITCHER_DUPLICATIONSTL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=7, sim=5; R: current=4, sim=5; BB: current=0, sim=5; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Matt Olson: AB current=4 box=5, H current=1 box=2, 2B current=0 box=2; Drake Baldwin: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, BB current=0 box=1; Michael Harris II: H current=1 box=2, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Ozzie Albies: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Mauricio Dubón: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Mike Yastrzemski: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Dominic Smith: BB current=0 box=1; Austin Riley: 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 (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=3, sim=2; R: current=4, sim=2; SO: current=7, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Iván Herrera: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Nelson Velázquez: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=1 box=2; Jordan Walker: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; JJ Wetherholt: R current=1 box=0, SO current=1 box=0; Alec Burleson: H current=1 box=2, RBI current=1 box=0; Masyn Winn: H current=1 box=0, SO current=1 box=0; Blaze Jordan: 2B current=0 box=1, SO current=0 box=1; José Fermín: H current=1 box=0, SO current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match STL pitching: 5.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match STL pitching: 8.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match STL pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=41 matches STL BF=41.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match ATL pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match ATL pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match ATL pitching: 6.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match ATL pitching: 5.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=33 matches ATL BF=33.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentATLCURRENT_LINEUP_SHAPEATL current lineup has 9 expected positions.
PASScurrent_payloadcurrentATLCURRENT_MODEL_ZERO_FALLBACKATL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentATLCURRENT_NAMES_PRESENTATL current hitter names are populated.
PASScurrent_payloadcurrentATLCURRENT_PREDICTIONS_MATCH_FINALIZEDATL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.609/0.826.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ATL 8, STL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 5 - STL 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ATL.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-02', 'predicted_team': 'ATL', 'confidence': 0.545, 'actual_winner': None, 'actual_margin': 0, 'file': '20260702_STL@ATL.json'}, {'date': '2026-07-01', 'predicted_team': 'ATL', 'confidence': 0.6, 'actual_winner': None, 'actual_margin': 0, 'file': '20260701_STL@ATL.json'}, {'date': '2026-06-30', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260630_STL@ATL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_ATL@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@STL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 117.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
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: 117.
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: 159.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 5 - 2 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 5 - 2 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ATL wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match STL pitching: 5.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match STL pitching: 8.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match STL pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=41 matches STL BF=41.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match ATL pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match ATL pitching: 2.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match ATL pitching: 6.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match ATL pitching: 5.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=33 matches ATL BF=33.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentATLCURRENT_LINEUP_SHAPEATL current lineup has 9 expected positions.
PASScurrent_payloadcurrentATLCURRENT_MODEL_ZERO_FALLBACKATL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentATLCURRENT_NAMES_PRESENTATL current hitter names are populated.
PASScurrent_payloadcurrentATLCURRENT_PREDICTIONS_MATCH_FINALIZEDATL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.609/0.826.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ATL 8, STL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ATL 5 - STL 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ATL.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-07-02', 'predicted_team': 'ATL', 'confidence': 0.545, 'actual_winner': None, 'actual_margin': 0, 'file': '20260702_STL@ATL.json'}, {'date': '2026-07-01', 'predicted_team': 'ATL', 'confidence': 0.6, 'actual_winner': None, 'actual_margin': 0, 'file': '20260701_STL@ATL.json'}, {'date': '2026-06-30', 'predicted_team': 'ATL', 'confidence': 0.66, 'actual_winner': None, 'actual_margin': 0, 'file': '20260630_STL@ATL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_ATL@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ATL@STL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 117.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
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: 117.
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: 159.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentATLPITCHING_TOTALS_SUMcurrent:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationATLPITCHING_TOTALS_SUMsimulation:ATL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ATL 5 - 2 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ATL 5 - 2 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ATL wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentATLCURRENT_PITCHER_DUPLICATIONATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSTLCURRENT_PITCHER_DUPLICATIONSTL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=7, sim=5; R: current=4, sim=5; BB: current=0, sim=5; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Matt Olson: AB current=4 box=5, H current=1 box=2, 2B current=0 box=2; Drake Baldwin: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, BB current=0 box=1; Michael Harris II: H current=1 box=2, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Ozzie Albies: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Mauricio Dubón: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Mike Yastrzemski: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Dominic Smith: BB current=0 box=1; Austin Riley: 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 (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=3, sim=2; R: current=4, sim=2; SO: current=7, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: Iván Herrera: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Nelson Velázquez: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=1 box=2; Jordan Walker: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; JJ Wetherholt: R current=1 box=0, SO current=1 box=0; Alec Burleson: H current=1 box=2, RBI current=1 box=0; Masyn Winn: H current=1 box=0, SO current=1 box=0; Blaze Jordan: 2B current=0 box=1, SO current=0 box=1; José Fermín: H current=1 box=0, SO current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.4172067642211913.2655091285705566Base ML historical model prediction
variance_applied63Random variance applied (0.9-1.1)
enhanced_prediction530.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment63Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review63Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target63Capped at max 12 realistic runs
simulation_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ATL20100200058
STL01000000126
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentATLbatting34900074090000
currentATLpitching622059.0200
currentSTLbatting32900034070000
currentSTLpitching815569.0500
simulationATLbatting358201555601
simulationATLpitching622059.0233117
simulationSTLbatting336102220500
simulationSTLpitching815569.0541159
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentATL1BMatt Olson041000110100.250
currentATLCDrake Baldwin041000110100.250
currentATLCFMichael Harris II041000110100.250
currentATL2BOzzie Albies041000110100.250
currentATLLFMauricio Dubón041000010100.250
currentATLRFMike Yastrzemski031000010100.333
currentATLDHDominic Smith031000000100.333
currentATL3BAustin Riley041000000100.250
currentATLSSJim Jarvis041000010100.250
currentSTLDHIván Herrera041000100100.250
currentSTLLFNelson Velázquez031000010100.333
currentSTLRFJordan Walker041000110100.250
currentSTL2BJJ Wetherholt041000100100.250
currentSTL1BAlec Burleson041000110100.250
currentSTLSSMasyn Winn041000000100.250
currentSTL3BBlaze Jordan031000000000.333
currentSTLCFJosé Fermín031000000000.333
currentSTLCPedro Pagés031000000100.333
simulationATL1CFMichael Harris II542000101000.500
simulationATL22BOzzie Albies550000000000.000
simulationATL31BMatt Olson552200110100.400
simulationATL4CDrake Baldwin531001121010.333
simulationATL5LFMauricio Dubón541000101000.250
simulationATL6RFMike Yastrzemski430000001100.000
simulationATL73BAustin Riley440000000200.000
simulationATL8DHDominic Smith431000001100.333
simulationATL9SSJim Jarvis441000120100.250
simulationSTL12BJJ Wetherholt441000000000.250
simulationSTL2DHIván Herrera440000000000.000
simulationSTL3RFJordan Walker440000000100.000
simulationSTL4LFNelson Velázquez442002120000.500
simulationSTL51BAlec Burleson442000100100.500
simulationSTL6SSMasyn Winn440000000000.000
simulationSTL7CFJosé Fermín330000000200.000
simulationSTL83BBlaze Jordan331100000100.333
simulationSTL9CPedro Pagés330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentATL1Chris SaleStarter6.0411051001.502.271.12
currentATL2Didier FuentesMiddle Reliever1.0111001009.002.521.15
currentATL3Dylan LeeMiddle Reliever1.0100000000.001.520.68
currentATL4Raisel IglesiasMiddle Reliever1.0000000000.002.301.12
currentSTL1Kyle LeahyStarter5.1655431008.443.861.45
currentSTL2George SorianoMiddle Reliever1.2100000000.003.291.12
currentSTL3JoJo RomeroMiddle Reliever1.0100120000.003.511.32
currentSTL4Riley O'BrienMiddle Reliever1.0000010000.003.621.15
simulationATL1Chris SaleStarter6.0411051221001.502.271.12
simulationATL2Raisel IglesiasMiddle Reliever1.0000000330.002.301.12
simulationATL3Dylan LeeMiddle Reliever1.01000004100.001.520.68
simulationATL4Didier FuentesMiddle Reliever1.0111001449.002.521.15
simulationSTL1Kyle LeahyStarter5.1655431261018.443.861.45
simulationSTL2Riley O'BrienMiddle Reliever1.00000104160.003.621.15
simulationSTL3JoJo RomeroMiddle Reliever1.01001205200.003.511.32
simulationSTL4George SorianoMiddle Reliever1.21000006220.003.291.12
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ATLChris SaleStarter6.0140522100
ATLDidier FuentesMiddle Reliever1.0110044
ATLDylan LeeMiddle Reliever1.00100410
ATLRaisel IglesiasMiddle Reliever1.0000033
STLKyle LeahyStarter5.1564326101
STLGeorge SorianoMiddle Reliever1.20100622
STLJoJo RomeroMiddle Reliever1.00112520
STLRiley O'BrienMiddle Reliever1.00001416
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.

20260710_BOS@NYM

20260710_BOS@NYM.json • 2026-07-10

BOS 5 - NYM 4
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentBOSCURRENT_PITCHER_DUPLICATIONBOS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=36; H: current=9, sim=10; HR: current=0, sim=2; RBI: current=2, sim=5; R: current=3, sim=5; BB: current=0, sim=3; SO: current=7, sim=10; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Anthony Seigler: AB current=3 box=5, SO current=1 box=3; Romy Gonzalez: H current=1 box=2, HR current=0 box=1, RBI current=1 box=3, BB current=0 box=1; Ceddanne Rafaela: AB current=4 box=5, H current=1 box=2, R current=0 box=1; Wilyer Abreu: H current=1 box=3, HR current=0 box=1, RBI current=0 box=2, SO current=1 box=0; Masataka Yoshida: H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Jarren Duran: RBI current=1 box=0; Caleb Durbin: AB current=3 box=4, H current=1 box=0; Connor Wong: 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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=2, sim=4; BB: current=1, sim=4; SO: current=9, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: A.J. Ewing: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Francisco Lindor: H current=1 box=0, R current=1 box=0, BB current=0 box=1; Carson Benge: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Juan Soto: AB current=4 box=5, H current=1 box=3, HR current=0 box=1, BB current=1 box=0; Jorge Polanco: H current=1 box=0, SO current=1 box=0; Jared Young: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Francisco Alvarez: AB current=3 box=4, H current=1 box=3, 2B current=0 box=1, R current=0 box=1; Brett Baty: 2B current=0 box=1, RBI current=0 box=1, R 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.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match NYM pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match NYM pitching: 2.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match NYM pitching: 10.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match NYM pitching: 10.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=40 matches NYM BF=40.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match BOS pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match BOS pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match BOS pitching: 8.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match BOS pitching: 4.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=39 matches BOS BF=39.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBOSCURRENT_LINEUP_SHAPEBOS current lineup has 9 expected positions.
PASScurrent_payloadcurrentBOSCURRENT_MODEL_ZERO_FALLBACKBOS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBOSCURRENT_NAMES_PRESENTBOS current hitter names are populated.
PASScurrent_payloadcurrentBOSCURRENT_PREDICTIONS_MATCH_FINALIZEDBOS hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.438/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 10, NYM 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 5 - NYM 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BOS.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': 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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_BOS@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@NYM.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 180.
PASSpitch_countsimulationBOSPITCH_COUNT_PITCHER_MATCHBOS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationBOSPITCH_COUNT_TOTAL_MATCHBOS pitch_count_summary total, row sum, and pitching total all match: 145.
PASSpitch_countsimulationNYMPITCH_COUNT_PITCHER_MATCHNYM pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 180.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 5 - 4 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 5 - 4 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BOS, final=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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: BOS wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match NYM pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match NYM pitching: 2.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match NYM pitching: 10.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match NYM pitching: 10.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=40 matches NYM BF=40.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match BOS pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match BOS pitching: 2.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match BOS pitching: 8.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match BOS pitching: 4.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=39 matches BOS BF=39.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBOSCURRENT_LINEUP_SHAPEBOS current lineup has 9 expected positions.
PASScurrent_payloadcurrentBOSCURRENT_MODEL_ZERO_FALLBACKBOS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBOSCURRENT_NAMES_PRESENTBOS current hitter names are populated.
PASScurrent_payloadcurrentBOSCURRENT_PREDICTIONS_MATCH_FINALIZEDBOS hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.438/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 10, NYM 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 5 - NYM 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BOS.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': 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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_BOS@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@NYM.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 180.
PASSpitch_countsimulationBOSPITCH_COUNT_PITCHER_MATCHBOS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationBOSPITCH_COUNT_TOTAL_MATCHBOS pitch_count_summary total, row sum, and pitching total all match: 145.
PASSpitch_countsimulationNYMPITCH_COUNT_PITCHER_MATCHNYM pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationNYMPITCH_COUNT_TOTAL_MATCHNYM pitch_count_summary total, row sum, and pitching total all match: 180.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 5 - 4 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 5 - 4 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BOS, final=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/10 (0.800).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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: BOS wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-4, final 5-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBOSCURRENT_PITCHER_DUPLICATIONBOS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=31, sim=36; H: current=9, sim=10; HR: current=0, sim=2; RBI: current=2, sim=5; R: current=3, sim=5; BB: current=0, sim=3; SO: current=7, sim=10; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Anthony Seigler: AB current=3 box=5, SO current=1 box=3; Romy Gonzalez: H current=1 box=2, HR current=0 box=1, RBI current=1 box=3, BB current=0 box=1; Ceddanne Rafaela: AB current=4 box=5, H current=1 box=2, R current=0 box=1; Wilyer Abreu: H current=1 box=3, HR current=0 box=1, RBI current=0 box=2, SO current=1 box=0; Masataka Yoshida: H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Jarren Duran: RBI current=1 box=0; Caleb Durbin: AB current=3 box=4, H current=1 box=0; Connor Wong: 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-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=2, sim=4; BB: current=1, sim=4; SO: current=9, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: A.J. Ewing: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Francisco Lindor: H current=1 box=0, R current=1 box=0, BB current=0 box=1; Carson Benge: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Juan Soto: AB current=4 box=5, H current=1 box=3, HR current=0 box=1, BB current=1 box=0; Jorge Polanco: H current=1 box=0, SO current=1 box=0; Jared Young: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Francisco Alvarez: AB current=3 box=4, H current=1 box=3, 2B current=0 box=1, R current=0 box=1; Brett Baty: 2B current=0 box=1, RBI current=0 box=1, R 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_ml4.7085070610046393.906919240951538Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction530.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment53Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review53Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target53Capped at max 12 realistic runs
simulation_result54Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BOS001030001510
NYM00000100348
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBOSbatting31900023070000
currentBOSpitching824449.0400
currentNYMbatting32800024190000
currentNYMpitching10253109.0500
simulationBOSbatting36100025531010
simulationBOSpitching824449.0439145
simulationNYMbatting358202444400
simulationNYMpitching10253109.0540180
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBOS2BAnthony Seigler031000100100.333
currentBOS1BRomy Gonzalez041000110100.250
currentBOSCFCeddanne Rafaela041000000100.250
currentBOSRFWilyer Abreu041000100100.250
currentBOSDHMasataka Yoshida031000000000.333
currentBOSLFJarren Duran041000010100.250
currentBOS3BCaleb Durbin031000000000.333
currentBOSCConnor Wong031000000100.333
currentBOSSSTsung-Che Cheng031000000100.333
currentNYMCFA.J. Ewing041000110100.250
currentNYMSSFrancisco Lindor041000100100.250
currentNYMRFCarson Benge041000100100.250
currentNYMLFJuan Soto041000111100.250
currentNYMDHJorge Polanco041000000100.250
currentNYM1BJared Young031000000100.333
currentNYMCFrancisco Alvarez031000000100.333
currentNYM3BBrett Baty031000000100.333
currentNYM2BZack Short030000000100.000
simulationBOS12BAnthony Seigler551000100300.200
simulationBOS2CFCeddanne Rafaela552000100100.400
simulationBOS3RFWilyer Abreu543001120000.750
simulationBOS41BRomy Gonzalez542001131100.500
simulationBOS5DHMasataka Yoshida430000001100.000
simulationBOS63BCaleb Durbin440000000000.000
simulationBOS7LFJarren Duran441000000100.250
simulationBOS8CConnor Wong440000000200.000
simulationBOS9SSTsung-Che Cheng431000101100.333
simulationNYM1CFA.J. Ewing550000000000.000
simulationNYM2LFJuan Soto553001110000.600
simulationNYM3SSFrancisco Lindor540000001100.000
simulationNYM4RFCarson Benge430000001000.000
simulationNYM5DHJorge Polanco440000000000.000
simulationNYM61BJared Young440000000200.000
simulationNYM7CFrancisco Alvarez443100100000.750
simulationNYM83BBrett Baty431100111100.333
simulationNYM92BZack Short431001121000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBOS1Sonny GrayStarter6.1211441001.422.611.10
currentBOS2Aroldis ChapmanMiddle Reliever1.0100000000.001.301.08
currentBOS3Garrett WhitlockMiddle Reliever1.0100000000.002.320.94
currentBOS4Justin SlatenMiddle Reliever0.24330010040.505.821.52
currentNYM1Nolan McLeanStarter5.2833261004.763.731.12
currentNYM2Brooks RaleyMiddle Reliever1.0000010000.002.161.20
currentNYM3Devin WilliamsMiddle Reliever1.0111011009.004.111.50
currentNYM4Luke WeaverMiddle Reliever1.0000010000.001.890.84
currentNYM5Huascar BrazobánMiddle Reliever0.11111100027.002.801.11
simulationBOS1Sonny GrayStarter6.1211441251021.422.611.10
simulationBOS2Aroldis ChapmanMiddle Reliever1.01000004160.001.301.08
simulationBOS3Garrett WhitlockMiddle Reliever1.01000004160.002.320.94
simulationBOS4Justin SlatenMiddle Reliever0.243300161140.505.821.52
simulationNYM1Nolan McLeanStarter5.2833261271104.763.731.12
simulationNYM2Devin WilliamsMiddle Reliever1.01110114219.004.111.50
simulationNYM3Luke WeaverMiddle Reliever1.00000103140.001.890.84
simulationNYM4Brooks RaleyMiddle Reliever1.00000103150.002.161.20
simulationNYM5Huascar BrazobánMiddle Reliever0.111111032027.002.801.11
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BOSSonny GrayStarter6.1124425102
BOSAroldis ChapmanMiddle Reliever1.00100416
BOSGarrett WhitlockMiddle Reliever1.00100416
BOSJustin SlatenMiddle Reliever0.23400611
NYMNolan McLeanStarter5.2382627110
NYMBrooks RaleyMiddle Reliever1.00001315
NYMDevin WilliamsMiddle Reliever1.01101421
NYMLuke WeaverMiddle Reliever1.00001314
NYMHuascar BrazobánMiddle Reliever0.11111320
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.

20260710_CHC@CIN

20260710_CHC@CIN.json • 2026-07-10

CHC 4 - CIN 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=5, sim=4; R: current=5, sim=4; BB: current=2, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Alex Bregman: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1, SO current=1 box=2; Pete Crow-Armstrong: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Michael Busch: H current=1 box=0, RBI current=1 box=0; Seiya Suzuki: RBI current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Nico Hoerner: H current=1 box=0, BB current=0 box=1; Ian Happ: AB current=4 box=5, H current=1 box=2, 3B current=0 box=1, BB current=1 box=0; Michael Conforto: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Carson Kelly: R current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 2B: current=0, sim=2; RBI: current=1, sim=3; BB: current=1, sim=2; SO: current=10, sim=11; 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: Elly De La Cruz: R current=1 box=0, SO current=1 box=2; Spencer Steer: H current=1 box=2; Sal Stewart: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; JJ Bleday: RBI current=0 box=2, R current=0 box=1, BB current=1 box=0, SO current=1 box=0; Eugenio Suárez: H current=1 box=2, 2B current=0 box=2; Tyler Stephenson: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Noelvi Marte: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Edwin Arroyo: AB current=3 box=4, H current=1 box=0, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match CIN pitching: 7.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match CIN pitching: 1.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match CIN pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match CIN pitching: 8.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=42 matches CIN BF=42.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match CHC pitching: 0.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match CHC pitching: 6.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match CHC pitching: 11.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=35 matches CHC BF=35.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.398/0.625.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHC 8, CIN 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 4 - CIN 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': 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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_CHC@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@CIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 190.
PASSpitch_countsimulationCHCPITCH_COUNT_PITCHER_MATCHCHC pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCHCPITCH_COUNT_TOTAL_MATCHCHC pitch_count_summary total, row sum, and pitching total all match: 148.
PASSpitch_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: 190.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHC 4 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 4 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC 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: CHC 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_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.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 3/10 = 0.300.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match CIN pitching: 7.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match CIN pitching: 1.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match CIN pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match CIN pitching: 8.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=42 matches CIN BF=42.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match CHC pitching: 0.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match CHC pitching: 6.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match CHC pitching: 11.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=35 matches CHC BF=35.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHCCURRENT_LINEUP_SHAPECHC current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHCCURRENT_MODEL_ZERO_FALLBACKCHC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHCCURRENT_NAMES_PRESENTCHC current hitter names are populated.
PASScurrent_payloadcurrentCHCCURRENT_PREDICTIONS_MATCH_FINALIZEDCHC hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.398/0.625.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CHC 8, CIN 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 4 - CIN 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHC.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': 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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_CHC@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@CIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 190.
PASSpitch_countsimulationCHCPITCH_COUNT_PITCHER_MATCHCHC pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCHCPITCH_COUNT_TOTAL_MATCHCHC pitch_count_summary total, row sum, and pitching total all match: 148.
PASSpitch_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: 190.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHCPITCHING_TOTALS_SUMcurrent:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHCPITCHING_TOTALS_SUMsimulation:CHC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHC 4 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 4 - 3 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHC wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC 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: CHC 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_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.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 3/10 = 0.300.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=5, sim=4; R: current=5, sim=4; BB: current=2, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Alex Bregman: RBI current=1 box=0, R current=0 box=1, BB current=0 box=1, SO current=1 box=2; Pete Crow-Armstrong: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Michael Busch: H current=1 box=0, RBI current=1 box=0; Seiya Suzuki: RBI current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Nico Hoerner: H current=1 box=0, BB current=0 box=1; Ian Happ: AB current=4 box=5, H current=1 box=2, 3B current=0 box=1, BB current=1 box=0; Michael Conforto: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Carson Kelly: R current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 2B: current=0, sim=2; RBI: current=1, sim=3; BB: current=1, sim=2; SO: current=10, sim=11; 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: Elly De La Cruz: R current=1 box=0, SO current=1 box=2; Spencer Steer: H current=1 box=2; Sal Stewart: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; JJ Bleday: RBI current=0 box=2, R current=0 box=1, BB current=1 box=0, SO current=1 box=0; Eugenio Suárez: H current=1 box=2, 2B current=0 box=2; Tyler Stephenson: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Noelvi Marte: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Edwin Arroyo: AB current=3 box=4, H current=1 box=0, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml8.3520927429199227.186662673950195Base ML historical model prediction
variance_applied87Random variance applied (0.9-1.1)
enhanced_prediction510.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment61Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review61Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target61Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHC01000003048
CIN20000100036
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHCbatting33900055280000
currentCHCpitching6032119.0300
currentCINbatting329000131100000
currentCINpitching814789.0400
simulationCHCbatting358111447800
simulationCHCpitching6032119.0335148
simulationCINbatting3262003321110
simulationCINpitching814789.0442190
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHC3BAlex Bregman041000010100.250
currentCHCCFPete Crow-Armstrong041000110100.250
currentCHC1BMichael Busch041000011100.250
currentCHCRFSeiya Suzuki041000110100.250
currentCHC2BNico Hoerner041000000000.250
currentCHCLFIan Happ041000101100.250
currentCHCDHMichael Conforto031000000100.333
currentCHCCCarson Kelly031000100100.333
currentCHCSSDansby Swanson031000110100.333
currentCINSSElly De La Cruz041000100100.250
currentCINCFSpencer Steer041000100100.250
currentCIN1BSal Stewart041000110100.250
currentCINLFJJ Bleday041000001100.250
currentCINDHEugenio Suárez041000000200.250
currentCINCTyler Stephenson031000000100.333
currentCINRFNoelvi Marte031000000100.333
currentCIN2BEdwin Arroyo031000000100.333
currentCIN3BTJ Friedl031000000100.333
simulationCHC1CFPete Crow-Armstrong540000001100.000
simulationCHC23BAlex Bregman541000101200.250
simulationCHC31BMichael Busch540000001100.000
simulationCHC4RFSeiya Suzuki541000001000.250
simulationCHC5LFIan Happ552010100200.400
simulationCHC62BNico Hoerner540000001000.000
simulationCHC7DHMichael Conforto442001120000.500
simulationCHC8CCarson Kelly431000001100.333
simulationCHC9SSDansby Swanson431100121100.333
simulationCIN1SSElly De La Cruz441000000200.250
simulationCIN21BSal Stewart430000001000.000
simulationCIN3CFSpencer Steer442000100100.500
simulationCIN4LFJJ Bleday441000120000.250
simulationCIN5DHEugenio Suárez442200000200.500
simulationCIN6CTyler Stephenson420000111000.000
simulationCIN7RFNoelvi Marte440000000300.000
simulationCIN82BEdwin Arroyo440000000300.000
simulationCIN9CFTJ Friedl330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHC1Shota ImanagaStarter5.2533260004.764.281.10
currentCHC2Caleb ThielbarMiddle Reliever1.1000010000.004.101.18
currentCHC3Jacob WebbMiddle Reliever1.0000020000.003.181.31
currentCHC4Trent ThorntonMiddle Reliever1.0100020000.002.601.01
currentCIN1Hunter GreeneStarter3.0311341003.0021.603.30
currentCIN2Brock BurkeMiddle Reliever1.0000220000.003.121.38
currentCIN3Caleb FergusonMiddle Reliever2.04330000013.502.001.33
currentCIN4Emilio PagánMiddle Reliever1.0000110000.006.461.50
currentCIN5Pierce JohnsonMiddle Reliever1.0100110000.004.151.31
currentCIN6Tejay AntoneMiddle Reliever1.0000000000.002.330.93
simulationCHC1Shota ImanagaStarter5.253326024974.764.281.10
simulationCHC2Jacob WebbMiddle Reliever1.00000203180.003.181.31
simulationCHC3Caleb ThielbarMiddle Reliever1.10000104170.004.101.18
simulationCHC4Trent ThorntonMiddle Reliever1.01000204160.002.601.01
simulationCIN1Hunter GreeneStarter3.031134115893.0021.603.30
simulationCIN2Emilio PagánMiddle Reliever1.00001104170.006.461.50
simulationCIN3Tejay AntoneMiddle Reliever1.00000003140.002.330.93
simulationCIN4Brock BurkeMiddle Reliever1.00002205210.003.121.38
simulationCIN5Caleb FergusonMiddle Reliever2.0433000102913.502.001.33
simulationCIN6Pierce JohnsonMiddle Reliever1.01001105200.004.151.31
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHCShota ImanagaStarter5.235262497
CHCCaleb ThielbarMiddle Reliever1.10001417
CHCJacob WebbMiddle Reliever1.00002318
CHCTrent ThorntonMiddle Reliever1.00102416
CINHunter GreeneStarter3.013341589
CINBrock BurkeMiddle Reliever1.00022521
CINCaleb FergusonMiddle Reliever2.034001029
CINEmilio PagánMiddle Reliever1.00011417
CINPierce JohnsonMiddle Reliever1.00111520
CINTejay AntoneMiddle Reliever1.00000314
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.

20260710_CLE@MIA

20260710_CLE@MIA.json • 2026-07-10

CLE 4 - MIA 3
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=30, sim=38; H: current=9, sim=11; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=2, sim=4; R: current=0, sim=4; BB: current=1, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Chase DeLauter: AB current=4 box=5, H current=1 box=4, 2B current=0 box=2, HR current=0 box=1; Travis Bazzana: AB current=4 box=5, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Brayan Rocchio: RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Kyle Manzardo: AB current=3 box=4, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Rhys Hoskins: AB current=3 box=5, H current=1 box=3, RBI current=0 box=1, R current=0 box=1; Kahlil Watson: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Daniel Schneemann: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Austin Hedges: AB current=3 box=4, H current=1 box=2, 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-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=9, sim=6; 2B: current=0, sim=3; R: current=4, sim=3; BB: current=2, sim=4; SO: current=7, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Javier Sanoja: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1, SO current=0 box=1; Otto Lopez: RBI current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=0 box=2; Heriberto Hernández: AB current=3 box=5, 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=3; Xavier Edwards: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Kyle Stowers: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Leo Jiménez: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Esteury Ruiz: AB current=3 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Jakob Marsee: 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match MIA pitching: 3.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match MIA pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match MIA pitching: 11.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=41 matches MIA BF=41.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match CLE pitching: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match CLE pitching: 0.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match CLE pitching: 6.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match CLE pitching: 10.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=38 matches CLE BF=38.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.438/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 11, MIA 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 4 - MIA 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CLE.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_CLE@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@MIA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
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: 170.
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: 165.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 4 - 3 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 4 - 3 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CLE, final=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CLE wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match MIA pitching: 3.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match MIA pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match MIA pitching: 11.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=41 matches MIA BF=41.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match CLE pitching: 4.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match CLE pitching: 0.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match CLE pitching: 6.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match CLE pitching: 10.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=38 matches CLE BF=38.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.438/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CLE 11, MIA 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 4 - MIA 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CLE.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CLE.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_CLE@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@MIA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
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: 170.
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: 165.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 4 - 3 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 4 - 3 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CLE wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CLE, final=CLE.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CLE wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CLE wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CLE wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=30, sim=38; H: current=9, sim=11; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=2, sim=4; R: current=0, sim=4; BB: current=1, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Chase DeLauter: AB current=4 box=5, H current=1 box=4, 2B current=0 box=2, HR current=0 box=1; Travis Bazzana: AB current=4 box=5, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Brayan Rocchio: RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Kyle Manzardo: AB current=3 box=4, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Rhys Hoskins: AB current=3 box=5, H current=1 box=3, RBI current=0 box=1, R current=0 box=1; Kahlil Watson: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Daniel Schneemann: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Austin Hedges: AB current=3 box=4, H current=1 box=2, 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-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=31, sim=33; H: current=9, sim=6; 2B: current=0, sim=3; R: current=4, sim=3; BB: current=2, sim=4; SO: current=7, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Javier Sanoja: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1, SO current=0 box=1; Otto Lopez: RBI current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=0 box=2; Heriberto Hernández: AB current=3 box=5, 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=3; Xavier Edwards: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Kyle Stowers: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Leo Jiménez: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Esteury Ruiz: AB current=3 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=0; Jakob Marsee: 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.2524099349975593.0443685054779053Base ML historical model prediction
variance_applied53Random variance applied (0.9-1.1)
enhanced_prediction430.510Enhanced 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
CLE102000100411
MIA20000000136
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCLEbatting30900020180000
currentCLEpitching6034109.0300
currentMIAbatting31900034270000
currentMIApitching1124389.0400
simulationCLEbatting3811202443800
simulationCLEpitching6034109.0338170
simulationMIAbatting3363003341001
simulationMIApitching1124389.0441165
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCLERFChase DeLauter041000010100.250
currentCLE2BTravis Bazzana041000000100.250
currentCLESSBrayan Rocchio041000010100.250
currentCLE1BKyle Manzardo031000000100.333
currentCLEDHRhys Hoskins031000001100.333
currentCLECFKahlil Watson031000000100.333
currentCLE3BDaniel Schneemann031000000100.333
currentCLECAustin Hedges031000000100.333
currentCLELFSteven Kwan031000000000.333
currentMIA3BJavier Sanoja031000000000.333
currentMIASSOtto Lopez041000110000.250
currentMIALFHeriberto Hernández031000010100.333
currentMIA2BXavier Edwards041000101100.250
currentMIA1BKyle Stowers041000110100.250
currentMIADHLeo Jiménez031000000100.333
currentMIARFEsteury Ruiz031000000100.333
currentMIACFJakob Marsee041000101100.250
currentMIACJoe Mack031000000100.333
simulationCLE12BTravis Bazzana551001110000.200
simulationCLE2SSBrayan Rocchio541000001000.250
simulationCLE3RFChase DeLauter554201120000.800
simulationCLE41BKyle Manzardo540000001200.000
simulationCLE5DHRhys Hoskins553000110000.600
simulationCLE6CFKahlil Watson440000000200.000
simulationCLE73BDaniel Schneemann440000000300.000
simulationCLE8CAustin Hedges442000100000.500
simulationCLE9LFSteven Kwan430000001100.000
simulationMIA1SSOtto Lopez541000001200.250
simulationMIA2LFHeriberto Hernández551100000300.200
simulationMIA32BXavier Edwards440000000000.000
simulationMIA43BJavier Sanoja441000120100.250
simulationMIA51BKyle Stowers442100100100.500
simulationMIA6DHLeo Jiménez430000001000.000
simulationMIA7RFEsteury Ruiz420000002000.000
simulationMIA8CFJakob Marsee441100110100.250
simulationMIA9CJoe Mack430000000210.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCLE1Parker MessickStarter6.0422360003.002.801.08
currentCLE2Cade SmithMiddle Reliever1.0100010000.002.761.11
currentCLE3Colin HoldermanMiddle Reliever1.0111120009.001.600.77
currentCLE4Hunter GaddisMiddle Reliever1.0000010000.002.511.26
currentMIA1Sandy AlcantaraStarter6.1833251004.264.001.25
currentMIA2Calvin FaucherMiddle Reliever1.0211121009.004.541.54
currentMIA3Pete FairbanksMiddle Reliever1.0000010000.006.751.43
currentMIA4Michael PetersenMiddle Reliever0.2000000000.002.920.97
currentMIA6William KempnerMiddle Reliever0.0100000001.740.87
simulationCLE1Parker MessickStarter6.0422360251123.002.801.08
simulationCLE2Cade SmithMiddle Reliever1.01000105250.002.761.11
simulationCLE3Hunter GaddisMiddle Reliever1.00000103130.002.511.26
simulationCLE4Colin HoldermanMiddle Reliever1.01111205209.001.600.77
simulationMIA1Sandy AlcantaraStarter6.1833251291124.264.001.25
simulationMIA2Pete FairbanksMiddle Reliever1.00000103160.006.751.43
simulationMIA3Calvin FaucherMiddle Reliever1.0211121669.004.541.54
simulationMIA4Michael PetersenMiddle Reliever0.20000002150.002.920.97
simulationMIA5William KempnerMiddle Reliever0.01000001161.740.87
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CLEParker MessickStarter6.0243625112
CLECade SmithMiddle Reliever1.00101525
CLEColin HoldermanMiddle Reliever1.01112520
CLEHunter GaddisMiddle Reliever1.00001313
MIASandy AlcantaraStarter6.1382529112
MIACalvin FaucherMiddle Reliever1.0121266
MIAPete FairbanksMiddle Reliever1.00001316
MIAMichael PetersenMiddle Reliever0.20000215
MIAWilliam KempnerMiddle Reliever0.00100116
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.

20260710_COL@SF

20260710_COL@SF.json • 2026-07-10

COL 3 - SF 5
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=5; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=2, sim=3; R: current=4, sim=3; BB: current=0, sim=5; 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-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Karros: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2; Cole Carrigg: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Hunter Goodman: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Jake McCarthy: RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; TJ Rumfield: H current=1 box=0, SO current=1 box=2; Mickey Moniak: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Tyler Freeman: H current=1 box=0, BB current=0 box=1; Willi Castro: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=11; 2B: current=0, sim=4; RBI: current=3, sim=5; R: current=6, sim=5; BB: current=0, sim=2; 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-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Luis Arraez: R current=1 box=0; Heliot Ramos: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=3, BB current=0 box=1; Rafael Devers: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Casey Schmitt: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Willy Adames: H current=1 box=2, 2B current=0 box=1; Bryce Eldridge: AB current=3 box=4, H current=1 box=2, 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=2; Drew Gilbert: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match SF pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match SF pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match SF pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match SF pitching: 6.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=37 matches SF BF=37.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match COL pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match COL pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match COL pitching: 11.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match COL pitching: 8.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=37 matches COL BF=37.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCOLCURRENT_LINEUP_SHAPECOL current lineup has 9 expected positions.
PASScurrent_payloadcurrentCOLCURRENT_MODEL_ZERO_FALLBACKCOL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCOLCURRENT_NAMES_PRESENTCOL current hitter names are populated.
PASScurrent_payloadcurrentCOLCURRENT_PREDICTIONS_MATCH_FINALIZEDCOL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.370.
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: 0.419/0.600.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: COL 5, SF 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 3 - SF 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SF.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SF.{'winner_confidence': 0.63, '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': '2026-07-09', 'predicted_team': 'COL', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260709_COL@SF.json'}, {'date': '2026-07-05', 'predicted_team': 'COL', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260705_SF@COL.json'}, {'date': '2026-07-04', 'predicted_team': 'SF', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260704_SF@COL.json'}, {'date': '2026-07-03', 'predicted_team': 'SF', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260703_SF@COL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_COL@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@SF.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
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: 162.
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: 155.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 3 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 3 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SF wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SF, final=SF.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SF wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SF wins 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SF wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match SF pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match SF pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match SF pitching: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match SF pitching: 6.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=37 matches SF BF=37.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match COL pitching: 2.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match COL pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match COL pitching: 11.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match COL pitching: 8.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=37 matches COL BF=37.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCOLCURRENT_LINEUP_SHAPECOL current lineup has 9 expected positions.
PASScurrent_payloadcurrentCOLCURRENT_MODEL_ZERO_FALLBACKCOL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCOLCURRENT_NAMES_PRESENTCOL current hitter names are populated.
PASScurrent_payloadcurrentCOLCURRENT_PREDICTIONS_MATCH_FINALIZEDCOL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.370.
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: 0.419/0.600.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: COL 5, SF 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 3 - SF 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SF.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SF.{'winner_confidence': 0.63, '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': '2026-07-09', 'predicted_team': 'COL', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260709_COL@SF.json'}, {'date': '2026-07-05', 'predicted_team': 'COL', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260705_SF@COL.json'}, {'date': '2026-07-04', 'predicted_team': 'SF', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260704_SF@COL.json'}, {'date': '2026-07-03', 'predicted_team': 'SF', 'confidence': 0.64, 'actual_winner': None, 'actual_margin': 0, 'file': '20260703_SF@COL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_COL@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@SF.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 155.
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: 162.
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: 155.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 3 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 3 - 5 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SF wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SF, final=SF.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.630.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SF wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SF wins 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-5, final 3-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SF wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=5; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=2, sim=3; R: current=4, sim=3; BB: current=0, sim=5; 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-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Karros: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2; Cole Carrigg: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Hunter Goodman: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Jake McCarthy: RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; TJ Rumfield: H current=1 box=0, SO current=1 box=2; Mickey Moniak: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Tyler Freeman: H current=1 box=0, BB current=0 box=1; Willi Castro: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=11; 2B: current=0, sim=4; RBI: current=3, sim=5; R: current=6, sim=5; BB: current=0, sim=2; 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-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Luis Arraez: R current=1 box=0; Heliot Ramos: AB current=4 box=3, 2B current=0 box=1, RBI current=1 box=3, BB current=0 box=1; Rafael Devers: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Casey Schmitt: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Willy Adames: H current=1 box=2, 2B current=0 box=1; Bryce Eldridge: AB current=3 box=4, H current=1 box=2, 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=2; Drew Gilbert: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.3902320861816415.731924057006836Base ML historical model prediction
variance_applied56Random variance applied (0.9-1.1)
enhanced_prediction340.630Enhanced 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_result35Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
COL00102000035
SF014000000511
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCOLbatting33900024080000
currentCOLpitching1105288.0500
currentSFbatting33900036080000
currentSFpitching513569.0300
simulationCOLbatting325201335600
simulationCOLpitching1105288.0537162
simulationSFbatting3411400552810
simulationSFpitching513569.0337155
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCOL3BKyle Karros031000100100.333
currentCOLCFCole Carrigg041000110100.250
currentCOLCHunter Goodman041000100100.250
currentCOLLFJake McCarthy041000010100.250
currentCOL1BTJ Rumfield041000000100.250
currentCOLDHMickey Moniak031000100100.333
currentCOLRFTyler Freeman031000000000.333
currentCOL2BWilli Castro041000000100.250
currentCOLSSEzequiel Tovar041000000100.250
currentSF2BLuis Arraez041000100100.250
currentSFLFHeliot Ramos041000110100.250
currentSFDHRafael Devers041000110100.250
currentSF3BCasey Schmitt041000110100.250
currentSFSSWilly Adames041000100100.250
currentSF1BBryce Eldridge031000000100.333
currentSFRFJung Hoo Lee041000100000.250
currentSFCFDrew Gilbert031000000100.333
currentSFCDrew Cavanaugh031000000100.333
simulationCOL1LFJake McCarthy541000001000.250
simulationCOL23BKyle Karros441100120100.250
simulationCOL3CFCole Carrigg430000001100.000
simulationCOL4CHunter Goodman430000001100.000
simulationCOL51BTJ Rumfield440000000200.000
simulationCOL6RFTyler Freeman430000001000.000
simulationCOL72BWilli Castro440000000100.000
simulationCOL8DHMickey Moniak441001110000.250
simulationCOL9SSEzequiel Tovar432100101000.667
simulationSF1LFHeliot Ramos531100131000.333
simulationSF22BLuis Arraez441000000100.250
simulationSF33BCasey Schmitt440000000200.000
simulationSF4DHRafael Devers431000001100.333
simulationSF5SSWilly Adames442100100100.500
simulationSF61BBryce Eldridge442100110000.500
simulationSF7RFJung Hoo Lee440000000200.000
simulationSF8CFDrew Gilbert442100100000.500
simulationSF9CDrew Cavanaugh442000110100.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCOL1Tanner GordonStarter4.21055150009.646.951.59
currentCOL2Antonio SenzatelaMiddle Reliever1.1000010000.003.061.21
currentCOL3Brennan BernardinoMiddle Reliever1.0000110000.003.131.29
currentCOL4Jimmy HergetMiddle Reliever1.0000010000.003.521.22
currentCOL5Jordan RomanoMiddle Reliever0.0100000004.911.45
currentCOL6Victor VodnikMiddle Reliever0.0000000004.761.66
currentSF1Robbie RayStarter6.0433441004.503.451.23
currentSF2Caleb KilianMiddle Reliever1.0100110000.004.031.29
currentSF3Erik MillerMiddle Reliever1.0000010000.003.241.44
currentSF4Sam HentgesMiddle Reliever1.0000000000.002.201.59
simulationCOL1Tanner GordonStarter4.2105515025939.646.951.59
simulationCOL2Antonio SenzatelaMiddle Reliever1.1000010440.003.061.21
simulationCOL3Jordan RomanoMiddle Reliever0.01000001184.911.45
simulationCOL4Jimmy HergetMiddle Reliever1.00000103170.003.521.22
simulationCOL5Brennan BernardinoMiddle Reliever1.00001104170.003.131.29
simulationCOL6Victor VodnikMiddle Reliever0.00000000134.761.66
simulationSF1Robbie RayStarter6.0433441261094.503.451.23
simulationSF2Caleb KilianMiddle Reliever1.01001105200.004.031.29
simulationSF3Erik MillerMiddle Reliever1.00000103130.003.241.44
simulationSF4Sam HentgesMiddle Reliever1.00000003130.002.201.59
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
COLTanner GordonStarter4.2510152593
COLAntonio SenzatelaMiddle Reliever1.1000144
COLBrennan BernardinoMiddle Reliever1.00011417
COLJimmy HergetMiddle Reliever1.00001317
COLJordan RomanoMiddle Reliever0.00100118
COLVictor VodnikMiddle Reliever0.00000013
SFRobbie RayStarter6.0344426109
SFCaleb KilianMiddle Reliever1.00111520
SFErik MillerMiddle Reliever1.00001313
SFSam HentgesMiddle Reliever1.00000313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_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.

20260710_HOU@TEX

20260710_HOU@TEX.json • 2026-07-10

HOU 5 - TEX 2
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; HR: current=0, sim=3; RBI: current=3, sim=5; R: current=3, sim=5; BB: current=1, sim=6; SO: current=9, 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-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jose Altuve: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Isaac Paredes: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, HBP current=0 box=1; Christian Walker: AB current=4 box=5, H current=1 box=2, RBI current=1 box=2, SO current=1 box=0; Yordan Alvarez: H current=1 box=2, HR current=0 box=1, BB current=1 box=0, HBP current=0 box=1; LaMonte Wade Jr.: AB current=3 box=4, H current=1 box=0, BB current=0 box=1; Yainer Diaz: H current=1 box=2, HR current=0 box=2, RBI current=1 box=2, R current=0 box=1; Cam Smith: AB current=3 box=5, H current=1 box=0; Brice Matthews: AB current=3 box=4, H current=1 box=2, R 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=32, sim=34; H: current=9, sim=7; BB: current=0, sim=2; SO: current=9, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Brandon Nimmo: AB current=4 box=3, HBP current=0 box=1; Joc Pederson: AB current=3 box=4, BB current=0 box=1, SO current=1 box=2; Wyatt Langford: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Josh Jung: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Jake Burger: RBI current=1 box=0; Ezequiel Duran: H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Evan Carter: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Nicky Lopez: AB current=3 box=4, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match TEX pitching: 6.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match TEX pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match TEX pitching: 9.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match TEX pitching: 6.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=44 matches TEX BF=44.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match HOU pitching: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match HOU pitching: 7.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match HOU pitching: 10.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=37 matches HOU BF=37.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.550.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.550.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.450.
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: 0.461/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 9, TEX 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 5 - TEX 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: HOU.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for HOU.{'winner_confidence': 0.5498711245207857, '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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_HOU@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@TEX.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
PASSpitch_countsimulationHOUPITCH_COUNT_PITCHER_MATCHHOU pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationHOUPITCH_COUNT_TOTAL_MATCHHOU pitch_count_summary total, row sum, and pitching total all match: 158.
PASSpitch_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: 182.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 5 - 2 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 5 - 2 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: HOU wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=HOU, final=HOU.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.550.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: HOU wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: HOU 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: HOU 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_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match TEX pitching: 6.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match TEX pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match TEX pitching: 9.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match TEX pitching: 6.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=44 matches TEX BF=44.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match HOU pitching: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match HOU pitching: 0.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match HOU pitching: 7.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match HOU pitching: 10.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=37 matches HOU BF=37.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.550.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.550.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.450.
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: 0.461/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: HOU 9, TEX 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 5 - TEX 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: HOU.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for HOU.{'winner_confidence': 0.5498711245207857, '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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_HOU@TEX.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@TEX.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 182.
PASSpitch_countsimulationHOUPITCH_COUNT_PITCHER_MATCHHOU pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationHOUPITCH_COUNT_TOTAL_MATCHHOU pitch_count_summary total, row sum, and pitching total all match: 158.
PASSpitch_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: 182.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 5 - 2 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 5 - 2 TEX.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: HOU wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=HOU, final=HOU.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.550.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: HOU wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: HOU 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: HOU 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_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; HR: current=0, sim=3; RBI: current=3, sim=5; R: current=3, sim=5; BB: current=1, sim=6; SO: current=9, 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-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jose Altuve: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Isaac Paredes: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, HBP current=0 box=1; Christian Walker: AB current=4 box=5, H current=1 box=2, RBI current=1 box=2, SO current=1 box=0; Yordan Alvarez: H current=1 box=2, HR current=0 box=1, BB current=1 box=0, HBP current=0 box=1; LaMonte Wade Jr.: AB current=3 box=4, H current=1 box=0, BB current=0 box=1; Yainer Diaz: H current=1 box=2, HR current=0 box=2, RBI current=1 box=2, R current=0 box=1; Cam Smith: AB current=3 box=5, H current=1 box=0; Brice Matthews: AB current=3 box=4, H current=1 box=2, R 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=32, sim=34; H: current=9, sim=7; BB: current=0, sim=2; SO: current=9, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Brandon Nimmo: AB current=4 box=3, HBP current=0 box=1; Joc Pederson: AB current=3 box=4, BB current=0 box=1, SO current=1 box=2; Wyatt Langford: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Josh Jung: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Jake Burger: RBI current=1 box=0; Ezequiel Duran: H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Evan Carter: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Nicky Lopez: AB current=3 box=4, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.8195466995239263.8944242000579834Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction430.550Enhanced 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
HOU03100100059
TEX00010100027
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentHOUbatting32900033190000
currentHOUpitching7022109.0200
currentTEXbatting32900022090000
currentTEXpitching935669.0500
simulationHOUbatting369003556602
simulationHOUpitching7022109.0237158
simulationTEXbatting3470002221001
simulationTEXpitching935669.0544182
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentHOU2BJose Altuve041000100100.250
currentHOU3BIsaac Paredes041000000100.250
currentHOU1BChristian Walker041000110100.250
currentHOUDHYordan Alvarez041000111100.250
currentHOULFLaMonte Wade Jr.031000000100.333
currentHOUCYainer Diaz041000010100.250
currentHOURFCam Smith031000000100.333
currentHOUCFBrice Matthews031000000100.333
currentHOUSSTaylor Trammell031000000100.333
currentTEXRFBrandon Nimmo041000000100.250
currentTEXDHJoc Pederson031000000100.333
currentTEXLFWyatt Langford041000110100.250
currentTEX3BJosh Jung041000100100.250
currentTEX1BJake Burger041000010100.250
currentTEXSSEzequiel Duran041000000100.250
currentTEXCFEvan Carter031000000100.333
currentTEX2BNicky Lopez031000000100.333
currentTEXCKyle Higashioka031000000100.333
simulationHOU1DHYordan Alvarez542001110110.500
simulationHOU23BIsaac Paredes530000001110.000
simulationHOU31BChristian Walker552000120000.400
simulationHOU42BJose Altuve540000001000.000
simulationHOU5LFLaMonte Wade Jr.540000001100.000
simulationHOU6RFCam Smith550000000100.000
simulationHOU7CYainer Diaz542002121100.500
simulationHOU8CFBrice Matthews542000101000.500
simulationHOU9CFTaylor Trammell431000101100.333
simulationTEX1DHJoc Pederson541000001200.250
simulationTEX2LFWyatt Langford440000000100.000
simulationTEX33BJosh Jung430000001100.000
simulationTEX4RFBrandon Nimmo431000000110.333
simulationTEX51BJake Burger441000000100.250
simulationTEX6SSEzequiel Duran442000110100.500
simulationTEX7CFEvan Carter442000110100.500
simulationTEX82BNicky Lopez440000000100.000
simulationTEX9CKyle Higashioka440000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentHOU1Hunter BrownStarter5.1622170003.383.381.36
currentHOU2Bryan AbreuMiddle Reliever1.2100020000.005.701.60
currentHOU3Bryan KingMiddle Reliever1.0000110000.002.021.18
currentHOU4Josh HaderMiddle Reliever1.0000000000.000.590.72
currentTEX1Cal QuantrillStarter5.0744232007.203.351.17
currentTEX2Jacob LatzMiddle Reliever1.1000110000.001.030.55
currentTEX3Peyton GrayMiddle Reliever1.0111011009.003.271.15
currentTEX4Tyler AlexanderMiddle Reliever1.0000110000.002.351.30
currentTEX5Cole WinnMiddle Reliever0.2100100000.006.321.37
currentTEX6Robby AhlstromMiddle Reliever0.0000100004.971.34
simulationHOU1Hunter BrownStarter5.1622170231013.383.381.36
simulationHOU2Josh HaderMiddle Reliever1.00000004160.000.590.72
simulationHOU3Bryan KingMiddle Reliever1.00001104170.002.021.18
simulationHOU4Bryan AbreuMiddle Reliever1.21000206240.005.701.60
simulationTEX1Cal QuantrillStarter5.074423224987.203.351.17
simulationTEX2Jacob LatzMiddle Reliever1.10001105210.001.030.55
simulationTEX3Peyton GrayMiddle Reliever1.01110114179.003.271.15
simulationTEX4Tyler AlexanderMiddle Reliever1.00001104170.002.351.30
simulationTEX5Cole WinnMiddle Reliever0.21001004150.006.321.37
simulationTEX6Robby AhlstromMiddle Reliever0.00001003144.971.34
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
HOUHunter BrownStarter5.1261723101
HOUBryan AbreuMiddle Reliever1.20102624
HOUBryan KingMiddle Reliever1.00011417
HOUJosh HaderMiddle Reliever1.00000416
TEXCal QuantrillStarter5.047232498
TEXJacob LatzMiddle Reliever1.10011521
TEXPeyton GrayMiddle Reliever1.01101417
TEXTyler AlexanderMiddle Reliever1.00011417
TEXCole WinnMiddle Reliever0.20110415
TEXRobby AhlstromMiddle Reliever0.00010314
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.

20260710_KC@BAL

20260710_KC@BAL.json • 2026-07-10

KC 3 - BAL 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_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=7; 2B: current=0, sim=1; RBI: current=3, sim=4; R: current=3, sim=4; BB: current=2, sim=5; 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-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Adley Rutschman: AB current=4 box=3, H current=1 box=2, R current=0 box=1, BB current=0 box=1; Gunnar Henderson: AB current=5 box=4, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Taylor Ward: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=2, SO current=1 box=0; Pete Alonso: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Samuel Basallo: AB current=3 box=4, H current=1 box=2, RBI current=1 box=0, R current=0 box=1; Blaze Alexander: HBP current=0 box=1; Colton Cowser: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Dylan Beavers: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC 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; HR: current=0, sim=2; R: current=2, sim=3; BB: current=0, sim=4; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Jac Caglianone: H current=1 box=0, SO current=1 box=2; Lane Thomas: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Bobby Witt Jr.: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Michael Massey: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Salvador Perez: AB current=4 box=3, HR current=0 box=1, R current=0 box=1, BB current=0 box=1; Carter Jensen: H current=1 box=0, RBI current=1 box=0; Josh Rojas: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Nick Loftin: AB current=3 box=4, H current=1 box=3, 2B 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.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match KC pitching: 5.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match KC pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match KC pitching: 7.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match KC pitching: 6.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=37 matches KC BF=37.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match BAL pitching: 4.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match BAL pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match BAL pitching: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match BAL pitching: 7.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=36 matches BAL BF=36.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBALCURRENT_LINEUP_SHAPEBAL current lineup has 9 expected positions.
PASScurrent_payloadcurrentBALCURRENT_MODEL_ZERO_FALLBACKBAL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBALCURRENT_NAMES_PRESENTBAL current hitter names are populated.
PASScurrent_payloadcurrentBALCURRENT_PREDICTIONS_MATCH_FINALIZEDBAL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.438/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 5, BAL 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 3 - BAL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BAL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BAL.{'winner_confidence': 0.64, '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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_KC@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@BAL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 164.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
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: 147.
PASSpitch_countsimulationKCPITCH_COUNT_PITCHER_MATCHKC pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationKCPITCH_COUNT_TOTAL_MATCHKC pitch_count_summary total, row sum, and pitching total all match: 164.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 3 - 4 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 3 - 4 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BAL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BAL, final=BAL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: BAL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BAL wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BAL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match KC pitching: 5.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match KC pitching: 0.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match KC pitching: 7.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match KC pitching: 6.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=37 matches KC BF=37.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match BAL pitching: 4.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match BAL pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match BAL pitching: 5.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match BAL pitching: 7.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=36 matches BAL BF=36.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBALCURRENT_LINEUP_SHAPEBAL current lineup has 9 expected positions.
PASScurrent_payloadcurrentBALCURRENT_MODEL_ZERO_FALLBACKBAL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBALCURRENT_NAMES_PRESENTBAL current hitter names are populated.
PASScurrent_payloadcurrentBALCURRENT_PREDICTIONS_MATCH_FINALIZEDBAL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.438/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 5, BAL 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 3 - BAL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BAL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BAL.{'winner_confidence': 0.64, '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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_KC@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@BAL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 164.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 147.
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: 147.
PASSpitch_countsimulationKCPITCH_COUNT_PITCHER_MATCHKC pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationKCPITCH_COUNT_TOTAL_MATCHKC pitch_count_summary total, row sum, and pitching total all match: 164.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 3 - 4 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 3 - 4 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BAL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BAL, final=BAL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: BAL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BAL wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BAL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBALCURRENT_PITCHER_DUPLICATIONBAL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=7; 2B: current=0, sim=1; RBI: current=3, sim=4; R: current=3, sim=4; BB: current=2, sim=5; 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-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Adley Rutschman: AB current=4 box=3, H current=1 box=2, R current=0 box=1, BB current=0 box=1; Gunnar Henderson: AB current=5 box=4, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Taylor Ward: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=2, SO current=1 box=0; Pete Alonso: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Samuel Basallo: AB current=3 box=4, H current=1 box=2, RBI current=1 box=0, R current=0 box=1; Blaze Alexander: HBP current=0 box=1; Colton Cowser: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Dylan Beavers: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC 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; HR: current=0, sim=2; R: current=2, sim=3; BB: current=0, sim=4; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Jac Caglianone: H current=1 box=0, SO current=1 box=2; Lane Thomas: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Bobby Witt Jr.: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Michael Massey: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Salvador Perez: AB current=4 box=3, HR current=0 box=1, R current=0 box=1, BB current=0 box=1; Carter Jensen: H current=1 box=0, RBI current=1 box=0; Josh Rojas: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Nick Loftin: AB current=3 box=4, H current=1 box=3, 2B 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_ml5.6220388412475594.462356090545654Base 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_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
KC01000020035
BAL21000010047
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentKCbatting31900032080000
currentKCpitching704568.0400
currentBALbatting32900033290000
currentBALpitching523479.0300
simulationKCbatting325102334700
simulationKCpitching704568.0437164
simulationBALbatting317100445601
simulationBALpitching523479.0336147
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentKCRFJac Caglianone041000000100.250
currentKCCFLane Thomas031000010100.333
currentKCSSBobby Witt Jr.041000100100.250
currentKC2BMichael Massey031000000100.333
currentKC1BSalvador Perez041000010100.250
currentKCCCarter Jensen041000010100.250
currentKC3BJosh Rojas031000000100.333
currentKCDHNick Loftin031000100000.333
currentKCLFIsaac Collins031000000100.333
currentBALCAdley Rutschman041000010100.250
currentBALSSGunnar Henderson051000100100.200
currentBALLFTaylor Ward041000101100.250
currentBAL1BPete Alonso041000111100.250
currentBALDHSamuel Basallo031000010100.333
currentBAL3BBlaze Alexander031000000100.333
currentBALCFColton Cowser031000000100.333
currentBALRFDylan Beavers031000000100.333
currentBAL2BJackson Holliday031000000100.333
simulationKC1CCarter Jensen440000000100.000
simulationKC2SSBobby Witt Jr.440000000000.000
simulationKC3RFJac Caglianone440000000200.000
simulationKC4CFLane Thomas430000001000.000
simulationKC52BMichael Massey430000001200.000
simulationKC61BSalvador Perez431001111100.333
simulationKC73BJosh Rojas430000001000.000
simulationKC8DHNick Loftin443100100000.750
simulationKC9LFIsaac Collins441001120100.250
simulationBAL1SSGunnar Henderson540000001000.000
simulationBAL2CAdley Rutschman432000111000.667
simulationBAL3LFTaylor Ward431100121000.333
simulationBAL41BPete Alonso440000000100.000
simulationBAL5DHSamuel Basallo442000100200.500
simulationBAL6RFDylan Beavers431000111000.333
simulationBAL7CFColton Cowser440000000200.000
simulationBAL83BBlaze Alexander431000000110.333
simulationBAL92BJackson Holliday430000001000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentKC1Luinder AvilaStarter4.0633340006.755.051.59
currentKC2Daniel Lynch IVMiddle Reliever1.1111210006.752.410.96
currentKC4Lucas ErcegMiddle Reliever1.2000010000.004.251.50
currentKC6Alex LangeMiddle Reliever1.0000000000.005.921.53
currentBAL1Brandon YoungStarter5.2311241001.593.381.36
currentBAL2Tyler WellsMiddle Reliever1.11221110013.503.091.05
currentBAL3Rico GarciaMiddle Reliever1.0100110000.002.750.86
currentBAL4Yennier CanoMiddle Reliever1.0000010000.002.100.93
simulationKC1Luinder AvilaStarter4.063334021926.755.051.59
simulationKC2Alex LangeMiddle Reliever1.00000004210.005.921.53
simulationKC3Daniel Lynch IVMiddle Reliever1.11112107286.752.410.96
simulationKC4Lucas ErcegMiddle Reliever1.20000105230.004.251.50
simulationBAL1Brandon YoungStarter5.231124122911.593.381.36
simulationBAL2Tyler WellsMiddle Reliever1.112211162113.503.091.05
simulationBAL3Yennier CanoMiddle Reliever1.00000103150.002.100.93
simulationBAL4Rico GarciaMiddle Reliever1.01001105200.002.750.86
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
KCLuinder AvilaStarter4.036342192
KCDaniel Lynch IVMiddle Reliever1.11121728
KCLucas ErcegMiddle Reliever1.20001523
KCAlex LangeMiddle Reliever1.00000421
BALBrandon YoungStarter5.213242291
BALTyler WellsMiddle Reliever1.12111621
BALRico GarciaMiddle Reliever1.00111520
BALYennier CanoMiddle Reliever1.00001315
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.

20260710_LAA@MIN

20260710_LAA@MIN.json • 2026-07-10

LAA 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_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; HR: current=0, sim=1; R: current=1, sim=3; 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-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Jorge Soler: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Nolan Schanuel: HR current=0 box=1, RBI current=0 box=3, R current=0 box=1, SO current=1 box=0; Zach Neto: H current=1 box=0, R current=1 box=0, SO current=1 box=3; Josh Lowe: AB current=3 box=4, SO current=1 box=0; Vaughn Grissom: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Jo Adell: RBI current=1 box=0, SO current=1 box=2; Tyler Heineman: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Wade Meckler: R current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=5, sim=6; BB: current=1, sim=3; SO: current=8, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Joe Ryan: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Trevor Larnach: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Kody Clemens: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Josh Bell: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Royce Lewis: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Alan Roden: H current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Brooks Lee: H current=1 box=3, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=3; Tristan Gray: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match MIN pitching: 6.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match MIN pitching: 9.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches MIN BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match LAA pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match LAA pitching: 8.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match LAA pitching: 4.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=35 matches LAA BF=35.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLAACURRENT_LINEUP_SHAPELAA current lineup has 9 expected positions.
PASScurrent_payloadcurrentLAACURRENT_MODEL_ZERO_FALLBACKLAA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLAACURRENT_NAMES_PRESENTLAA current hitter names are populated.
PASScurrent_payloadcurrentLAACURRENT_PREDICTIONS_MATCH_FINALIZEDLAA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.419/0.600.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAA 6, MIN 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_LAA@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@MIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 154.
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: 156.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAA 3 - 6 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 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: 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: 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_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match MIN pitching: 3.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match MIN pitching: 6.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match MIN pitching: 9.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=36 matches MIN BF=36.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match LAA pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match LAA pitching: 8.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match LAA pitching: 4.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=35 matches LAA BF=35.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLAACURRENT_LINEUP_SHAPELAA current lineup has 9 expected positions.
PASScurrent_payloadcurrentLAACURRENT_MODEL_ZERO_FALLBACKLAA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLAACURRENT_NAMES_PRESENTLAA current hitter names are populated.
PASScurrent_payloadcurrentLAACURRENT_PREDICTIONS_MATCH_FINALIZEDLAA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.419/0.600.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAA 6, MIN 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAA 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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_LAA@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAA@MIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 154.
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: 156.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAA 3 - 6 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAA 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: 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: 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_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 2/10 = 0.200.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 7/10 = 0.700.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; HR: current=0, sim=1; R: current=1, sim=3; 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-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Jorge Soler: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Nolan Schanuel: HR current=0 box=1, RBI current=0 box=3, R current=0 box=1, SO current=1 box=0; Zach Neto: H current=1 box=0, R current=1 box=0, SO current=1 box=3; Josh Lowe: AB current=3 box=4, SO current=1 box=0; Vaughn Grissom: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Jo Adell: RBI current=1 box=0, SO current=1 box=2; Tyler Heineman: AB current=3 box=4, H current=1 box=2, R current=0 box=1; Wade Meckler: R current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (H: current=9, sim=8; 2B: current=0, sim=3; HR: current=0, sim=1; RBI: current=5, sim=6; BB: current=1, sim=3; SO: current=8, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Joe Ryan: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Trevor Larnach: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, SO current=1 box=0; Kody Clemens: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Josh Bell: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Royce Lewis: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Alan Roden: H current=1 box=0, RBI current=1 box=0, BB current=1 box=0; Brooks Lee: H current=1 box=3, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=3; Tristan Gray: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.3046259880065926.981254577636719Base ML historical model prediction
variance_applied47Random 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
LAA00300000036
MIN00003003068
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLAAbatting32900031090000
currentLAApitching816348.0600
currentMINbatting32900056180000
currentMINpitching613399.0300
simulationLAAbatting336001333900
simulationLAApitching816348.0635154
simulationMINbatting328301663400
simulationMINpitching613399.0336156
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAADHJorge Soler041000010100.250
currentLAA1BNolan Schanuel041000000100.250
currentLAASSZach Neto041000100100.250
currentLAACFJosh Lowe031000000100.333
currentLAA3BVaughn Grissom041000010100.250
currentLAARFJo Adell041000010100.250
currentLAACTyler Heineman031000000100.333
currentLAALFWade Meckler031000000100.333
currentLAA2BOswald Peraza031000000100.333
currentMINCJoe Ryan031000000100.333
currentMINLFTrevor Larnach031000100100.333
currentMIN2BKody Clemens041000110100.250
currentMINDHJosh Bell041000110100.250
currentMIN1BRoyce Lewis041000110100.250
currentMINRFAlan Roden041000011100.250
currentMIN3BBrooks Lee041000110100.250
currentMINSSTristan Gray031000000100.333
currentMINCFLuke Keaschall031000100000.333
simulationLAA1SSZach Neto440000000300.000
simulationLAA21BNolan Schanuel441001130000.250
simulationLAA33BVaughn Grissom430000001100.000
simulationLAA4DHJorge Soler430000001100.000
simulationLAA5CFJosh Lowe441000000000.250
simulationLAA6RFJo Adell441000000200.250
simulationLAA72BOswald Peraza440000000100.000
simulationLAA8LFWade Meckler431000101000.333
simulationLAA9CTyler Heineman442000100100.500
simulationMIN1LFTrevor Larnach442100100000.500
simulationMIN2CJoe Ryan441100120100.250
simulationMIN32BKody Clemens430000101100.000
simulationMIN4DHJosh Bell430000001000.000
simulationMIN51BRoyce Lewis431000101000.333
simulationMIN63BBrooks Lee443101130000.750
simulationMIN7RFAlan Roden440000000100.000
simulationMIN8SSTristan Gray441000110100.250
simulationMIN9CFLuke Keaschall330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAA1Grayson RodriguezStarter4.0744130009.008.061.83
currentLAA4Ryan ZeferjahnMiddle Reliever1.21222010010.803.801.24
currentLAA6Sam BachmanMiddle Reliever2.1000010000.004.241.29
currentMIN1Zebby MatthewsStarter6.0433251004.504.431.16
currentMIN2Andrew MorrisMiddle Reliever1.1100120000.003.641.31
currentMIN3Yoendrys GómezMiddle Reliever1.0100020000.003.591.24
currentMIN4Taylor RogersMiddle Reliever0.2000000000.004.811.54
simulationLAA1Grayson RodriguezStarter4.074413020939.008.061.83
simulationLAA2Sam BachmanMiddle Reliever2.10000107290.004.241.29
simulationLAA3Ryan ZeferjahnMiddle Reliever1.212220183210.803.801.24
simulationMIN1Zebby MatthewsStarter6.043325124994.504.431.16
simulationMIN2Yoendrys GómezMiddle Reliever1.01000204160.003.591.24
simulationMIN3Andrew MorrisMiddle Reliever1.11001206240.003.641.31
simulationMIN4Taylor RogersMiddle Reliever0.20000002170.004.811.54
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LAAGrayson RodriguezStarter4.047132093
LAARyan ZeferjahnMiddle Reliever1.22120832
LAASam BachmanMiddle Reliever2.10001729
MINZebby MatthewsStarter6.034252499
MINAndrew MorrisMiddle Reliever1.10112624
MINYoendrys GómezMiddle Reliever1.00102416
MINTaylor RogersMiddle Reliever0.20000217
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.

20260710_MIL@PIT

20260710_MIL@PIT.json • 2026-07-10

MIL 5 - PIT 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', 'simulation_winner_reversal'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result', 'simulation_winner_reversal'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result', 'simulation_winner_reversal'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentPITCURRENT_PITCHER_DUPLICATIONPIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=3; HR: current=0, sim=2; RBI: current=3, sim=5; BB: current=3, sim=5; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Garrett Mitchell: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, BB current=0 box=1; Brice Turang: AB current=4 box=5, HR current=0 box=1, BB current=1 box=0; William Contreras: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Jake Bauers: H current=1 box=3, HR current=0 box=1, RBI current=1 box=2, SO current=1 box=0; Cooper Pratt: H current=1 box=0, BB current=1 box=2, SO current=1 box=0; Joey Ortiz: AB current=3 box=4, H current=1 box=0; Jackson Chourio: H current=1 box=0, R current=1 box=0; Christian Yelich: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=1; 3B: current=0, sim=1; RBI: current=4, sim=3; R: current=6, sim=3; BB: current=1, sim=3; SO: current=9, sim=8; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Jared Triolo: AB current=3 box=5, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Brandon Lowe: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, 3B current=0 box=1; Ryan O'Hearn: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Jake Mangum: AB current=4 box=5, H current=1 box=2, R current=1 box=0, SO current=1 box=2; Nick Gonzales: RBI current=0 box=1; Henry Davis: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Esmerlyn Valdez: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Bryan Reynolds: AB current=4 box=2, RBI current=1 box=0, R current=1 box=0, BB 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.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match PIT pitching: 5.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match PIT pitching: 2.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match PIT pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match PIT pitching: 7.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=41 matches PIT BF=41.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match MIL pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match MIL pitching: 9.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match MIL pitching: 8.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=40 matches MIL BF=40.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.510.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.461/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIL 9, PIT 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 5 - PIT 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PIT.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': 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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_MIL@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@PIT.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 177.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
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: 177.
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: 181.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIL 5 - 3 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 5 - 3 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation winner reversal is traced: pre=PIT, final=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIL wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL 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: MIL 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_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match PIT pitching: 5.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match PIT pitching: 2.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match PIT pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match PIT pitching: 7.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=41 matches PIT BF=41.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match MIL pitching: 3.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match MIL pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match MIL pitching: 9.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match MIL pitching: 8.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=40 matches MIL BF=40.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.510.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.461/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIL 9, PIT 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 5 - PIT 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PIT.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': 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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_MIL@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@PIT.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 177.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
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: 177.
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: 181.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMILPITCHING_TOTALS_SUMcurrent:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPITPITCHING_TOTALS_SUMcurrent:PIT pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMILPITCHING_TOTALS_SUMsimulation:MIL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIL 5 - 3 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 5 - 3 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation winner reversal is traced: pre=PIT, final=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIL wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL 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: MIL 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_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 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_payloadcurrentPITCURRENT_PITCHER_DUPLICATIONPIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=3; HR: current=0, sim=2; RBI: current=3, sim=5; BB: current=3, sim=5; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Garrett Mitchell: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, BB current=0 box=1; Brice Turang: AB current=4 box=5, HR current=0 box=1, BB current=1 box=0; William Contreras: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Jake Bauers: H current=1 box=3, HR current=0 box=1, RBI current=1 box=2, SO current=1 box=0; Cooper Pratt: H current=1 box=0, BB current=1 box=2, SO current=1 box=0; Joey Ortiz: AB current=3 box=4, H current=1 box=0; Jackson Chourio: H current=1 box=0, R current=1 box=0; Christian Yelich: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; 2B: current=0, sim=1; 3B: current=0, sim=1; RBI: current=4, sim=3; R: current=6, sim=3; BB: current=1, sim=3; SO: current=9, sim=8; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Jared Triolo: AB current=3 box=5, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Brandon Lowe: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, 3B current=0 box=1; Ryan O'Hearn: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Jake Mangum: AB current=4 box=5, H current=1 box=2, R current=1 box=0, SO current=1 box=2; Nick Gonzales: RBI current=0 box=1; Henry Davis: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1, SO current=1 box=0; Esmerlyn Valdez: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Bryan Reynolds: AB current=4 box=2, RBI current=1 box=0, R current=1 box=0, BB current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1252188682556156.088280200958252Base ML historical model prediction
variance_applied46Random variance applied (0.9-1.1)
enhanced_prediction240.510Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment24Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review24Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target24Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
simulation_winner_reversal53Inning simulation reversed the pre-simulation winner; primary prediction fields were reconciled to the final simulation score.
Inning-by-inning linescore
team123456789RH
MIL00000102259
PIT20010000039
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMILbatting32900035380000
currentMILpitching903389.0300
currentPITbatting32900046190000
currentPITpitching925579.0500
simulationMILbatting369302555700
simulationMILpitching903389.0340177
simulationPITbatting369110333801
simulationPITpitching925579.0541181
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMILDHGarrett Mitchell031000100100.333
currentMILCBrice Turang041000111100.250
currentMIL1BWilliam Contreras041000000100.250
currentMIL2BJake Bauers041000111100.250
currentMIL3BCooper Pratt031000001100.333
currentMILSSJoey Ortiz031000000100.333
currentMILLFJackson Chourio041000100100.250
currentMILCFChristian Yelich041000110100.250
currentMILRFSal Frelick031000000000.333
currentPITDHJared Triolo031000000100.333
currentPITCBrandon Lowe041000110100.250
currentPIT1BRyan O'Hearn041000110100.250
currentPIT2BJake Mangum041000100100.250
currentPIT3BNick Gonzales041000100100.250
currentPITSSHenry Davis031000010100.333
currentPITLFEsmerlyn Valdez031000100100.333
currentPITCFBryan Reynolds041000111100.250
currentPITRFTyler Callihan031000000100.333
simulationMIL1CFGarrett Mitchell541100111200.250
simulationMIL2SSCooper Pratt530000002000.000
simulationMIL32BBrice Turang551001110100.200
simulationMIL41BJake Bauers543001121000.750
simulationMIL5CWilliam Contreras552100110100.400
simulationMIL6SSJoey Ortiz440000000100.000
simulationMIL7RFSal Frelick440000000100.000
simulationMIL8LFJackson Chourio440000000100.000
simulationMIL9DHChristian Yelich432100101000.667
simulationPIT1CFJake Mangum552000000200.400
simulationPIT2SSJared Triolo551000110200.200
simulationPIT32BBrandon Lowe552110110200.400
simulationPIT4RFRyan O'Hearn541000000010.250
simulationPIT5CHenry Davis430000001000.000
simulationPIT63BNick Gonzales441000110100.250
simulationPIT7OFEsmerlyn Valdez440000000000.000
simulationPIT8LFBryan Reynolds421000002100.500
simulationPIT9LFTyler Callihan441000000000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIL1Brandon SproatStarter5.0722150003.605.131.37
currentMIL2Aaron AshbyMiddle Reliever1.0100010000.003.131.41
currentMIL3Abner UribeMiddle Reliever1.0000010000.002.631.01
currentMIL4Grant AndersonMiddle Reliever1.0000200000.003.321.11
currentMIL5Trevor MegillMiddle Reliever1.0000010000.002.000.92
currentMIL6Jared KoenigMiddle Reliever0.0111000002.572.14
currentPIT1Braxton AshcraftStarter6.0211471001.503.241.10
currentPIT2Dennis SantanaMiddle Reliever1.0100000000.005.491.40
currentPIT3Gregory SotoMiddle Reliever1.03221000018.003.460.95
currentPIT4Mason MontgomeryMiddle Reliever1.03220010018.003.751.25
simulationMIL1Brandon SproatStarter5.072215023913.605.131.37
simulationMIL2Trevor MegillMiddle Reliever1.00000103140.002.000.92
simulationMIL3Abner UribeMiddle Reliever1.00000103150.002.631.01
simulationMIL4Aaron AshbyMiddle Reliever1.01000104180.003.131.41
simulationMIL5Grant AndersonMiddle Reliever1.00002005210.003.321.11
simulationMIL6Jared KoenigMiddle Reliever0.01110002182.572.14
simulationPIT1Braxton AshcraftStarter6.0211471241101.503.241.10
simulationPIT2Dennis SantanaMiddle Reliever1.01000004230.005.491.40
simulationPIT3Mason MontgomeryMiddle Reliever1.032200162218.003.751.25
simulationPIT4Gregory SotoMiddle Reliever1.032210072618.003.460.95
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MILBrandon SproatStarter5.027152391
MILAaron AshbyMiddle Reliever1.00101418
MILAbner UribeMiddle Reliever1.00001315
MILGrant AndersonMiddle Reliever1.00020521
MILTrevor MegillMiddle Reliever1.00001314
MILJared KoenigMiddle Reliever0.01100218
PITBraxton AshcraftStarter6.0124724110
PITDennis SantanaMiddle Reliever1.00100423
PITGregory SotoMiddle Reliever1.02310726
PITMason MontgomeryMiddle Reliever1.02300622
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.

20260710_NYY@WAS

20260710_NYY@WAS.json • 2026-07-10

NYY 3 - WAS 2
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentWASCURRENT_PITCHER_DUPLICATIONWAS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=2, sim=3; R: current=2, sim=3; BB: current=1, sim=3; 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-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Ben Rice: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Amed Rosario: AB current=3 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Trent Grisham: AB current=4 box=3, HR current=0 box=1; Paul Goldschmidt: H current=1 box=0; Cody Bellinger: 2B current=0 box=1; Jasson Domínguez: H current=1 box=2, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Jazz Chisholm Jr.: AB current=4 box=3, BB current=0 box=1; José Caballero: AB current=3 box=4New 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=31; H: current=9, sim=4; HR: current=0, sim=2; RBI: current=3, sim=2; R: current=6, sim=2; BB: current=1, sim=0; SO: current=7, 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-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Curtis Mead: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=3; James Wood: HR current=0 box=1, BB current=1 box=0, SO current=1 box=2; Dylan Crews: AB current=4 box=3, H current=1 box=0, R current=1 box=0, HBP current=0 box=1; CJ Abrams: HR current=0 box=1, SO current=1 box=0; Jacob Young: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Nasim Nuñez: H current=1 box=0, SO current=1 box=2; Andrés Chaparro: H current=1 box=0, SO current=1 box=0; Luis García Jr.: H current=1 box=2, RBI current=1 box=0, R current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match WAS pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match WAS pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match WAS pitching: 8.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match WAS pitching: 11.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=38 matches WAS BF=38.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match NYY pitching: 0.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match NYY pitching: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match NYY pitching: 11.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=32 matches NYY BF=32.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.419/0.600.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYY 8, WAS 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 3 - WAS 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYY.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_NYY@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@WAS.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
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: 140.
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: 169.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 3 - 2 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 3 - 2 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYY wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 3-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-2, final 3-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 3/10 = 0.300.
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
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match WAS pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match WAS pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match WAS pitching: 8.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match WAS pitching: 11.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=38 matches WAS BF=38.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match NYY pitching: 0.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match NYY pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match NYY pitching: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match NYY pitching: 11.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=32 matches NYY BF=32.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.419/0.600.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYY 8, WAS 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 3 - WAS 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYY.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_NYY@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@WAS.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
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: 140.
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: 169.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 3 - 2 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 3 - 2 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYY wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 3-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-2.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-2, final 3-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 3/10 = 0.300.
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_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentWASCURRENT_PITCHER_DUPLICATIONWAS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=33, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=2, sim=3; R: current=2, sim=3; BB: current=1, sim=3; 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-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Ben Rice: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Amed Rosario: AB current=3 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Trent Grisham: AB current=4 box=3, HR current=0 box=1; Paul Goldschmidt: H current=1 box=0; Cody Bellinger: 2B current=0 box=1; Jasson Domínguez: H current=1 box=2, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Jazz Chisholm Jr.: AB current=4 box=3, BB current=0 box=1; José Caballero: AB current=3 box=4New 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=31; H: current=9, sim=4; HR: current=0, sim=2; RBI: current=3, sim=2; R: current=6, sim=2; BB: current=1, sim=0; SO: current=7, 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-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Curtis Mead: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=3; James Wood: HR current=0 box=1, BB current=1 box=0, SO current=1 box=2; Dylan Crews: AB current=4 box=3, H current=1 box=0, R current=1 box=0, HBP current=0 box=1; CJ Abrams: HR current=0 box=1, SO current=1 box=0; Jacob Young: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Nasim Nuñez: H current=1 box=0, SO current=1 box=2; Andrés Chaparro: H current=1 box=0, SO current=1 box=0; Luis García Jr.: H current=1 box=2, RBI current=1 box=0, R current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.8074321746826174.002744197845459Base ML historical model prediction
variance_applied64Random variance applied (0.9-1.1)
enhanced_prediction420.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment42Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review42Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target42Capped at max 12 realistic runs
simulation_result32Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYY11000010038
WAS00000200024
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYYbatting33900022190000
currentNYYpitching4220119.0200
currentWASbatting30900036170000
currentWASpitching8233119.0300
simulationNYYbatting3581023331100
simulationNYYpitching4220119.0232140
simulationWASbatting3140022201101
simulationWASpitching8233119.0338169
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYYDHBen Rice041000110100.250
currentNYY3BAmed Rosario031000000100.333
currentNYYCFTrent Grisham041000111100.250
currentNYY1BPaul Goldschmidt041000000100.250
currentNYYLFCody Bellinger041000000100.250
currentNYYRFJasson Domínguez041000000100.250
currentNYY2BJazz Chisholm Jr.041000000100.250
currentNYYSSJosé Caballero031000000100.333
currentNYYCAustin Wells031000000100.333
currentWAS3BCurtis Mead031000100100.333
currentWASRFJames Wood041000111100.250
currentWASLFDylan Crews041000100100.250
currentWASSSCJ Abrams041000110100.250
currentWASCFJacob Young031000000100.333
currentWAS2BNasim Nuñez031000000100.333
currentWASDHAndrés Chaparro031000000100.333
currentWAS1BLuis García Jr.031000110000.333
currentWASCKeibert Ruiz031000100000.333
simulationNYY13BAmed Rosario552001110100.400
simulationNYY2DHBen Rice550000000200.000
simulationNYY3CFTrent Grisham431001111100.333
simulationNYY41BPaul Goldschmidt440000000100.000
simulationNYY5LFCody Bellinger441100000100.250
simulationNYY6RFJasson Domínguez442000110200.500
simulationNYY72BJazz Chisholm Jr.431000001100.333
simulationNYY8SSJosé Caballero441000000100.250
simulationNYY9CAustin Wells430000001100.000
simulationWAS1RFJames Wood441001110200.250
simulationWAS23BCurtis Mead440000000300.000
simulationWAS3LFDylan Crews430000000110.000
simulationWAS4SSCJ Abrams441001110000.250
simulationWAS5CFJacob Young440000000200.000
simulationWAS6DHAndrés Chaparro330000000000.000
simulationWAS72BNasim Nuñez330000000200.000
simulationWAS81BLuis García Jr.332000000100.667
simulationWAS9CKeibert Ruiz330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYY1Ryan WeathersStarter5.0200040000.004.291.25
currentNYY2David BednarMiddle Reliever1.12220320013.502.921.16
currentNYY3Brent HeadrickMiddle Reliever1.0000020000.001.571.13
currentNYY4Fernando CruzMiddle Reliever1.0000010000.002.351.28
currentNYY5Paul BlackburnMiddle Reliever0.2000010000.002.311.14
currentWAS1Carson PalmquistStarter3.0522161006.007.111.58
currentWAS2Clayton BeeterMiddle Reliever1.2100020000.003.001.22
currentWAS3Justin LawrenceMiddle Reliever1.0100120000.006.611.81
currentWAS4Orlando RibaltaMiddle Reliever1.1000110000.003.291.17
currentWAS5PJ PoulinMiddle Reliever2.0111001004.502.831.31
simulationNYY1Ryan WeathersStarter5.020004018900.004.291.25
simulationNYY2David BednarMiddle Reliever1.12220326613.502.921.16
simulationNYY3Fernando CruzMiddle Reliever1.00000103120.002.351.28
simulationNYY4Brent HeadrickMiddle Reliever1.00000203150.001.571.13
simulationNYY5Paul BlackburnMiddle Reliever0.20000102170.002.311.14
simulationWAS1Carson PalmquistStarter3.052216115696.007.111.58
simulationWAS2Clayton BeeterMiddle Reliever1.21000206240.003.001.22
simulationWAS3PJ PoulinMiddle Reliever2.01110017344.502.831.31
simulationWAS4Orlando RibaltaMiddle Reliever1.10001105210.003.291.17
simulationWAS5Justin LawrenceMiddle Reliever1.01001205210.006.611.81
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYYRyan WeathersStarter5.002041890
NYYDavid BednarMiddle Reliever1.1220366
NYYBrent HeadrickMiddle Reliever1.00002315
NYYFernando CruzMiddle Reliever1.00001312
NYYPaul BlackburnMiddle Reliever0.20001217
WASCarson PalmquistStarter3.025161569
WASClayton BeeterMiddle Reliever1.20102624
WASJustin LawrenceMiddle Reliever1.00112521
WASOrlando RibaltaMiddle Reliever1.10011521
WASPJ PoulinMiddle Reliever2.01100734
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.

20260710_OAK@CHW

20260710_OAK@CHW.json • 2026-07-10

OAK 4 - CHW 5
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=8; 2B: current=0, sim=1; RBI: current=2, sim=5; R: current=4, sim=5; BB: current=1, sim=5; SO: current=9, sim=13).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: Jacob Gonzalez: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Kyle Teel: AB current=3 box=4, SO current=1 box=2; Colson Montgomery: AB current=4 box=3, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Tristan Peters: AB current=3 box=5, H current=1 box=3, RBI current=0 box=1, R current=0 box=1; Chase Meidroth: RBI current=0 box=1; 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, 2B current=0 box=1, RBI current=0 box=1, BB current=0 box=1; Sam Antonacci: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=4New 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=38; H: current=9, sim=11; 3B: current=0, sim=1; RBI: current=2, sim=4; R: current=1, sim=4; BB: current=2, sim=3; 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-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Tyler Soderstrom: RBI current=0 box=1, R current=0 box=1; Shea Langeliers: SO current=1 box=0; Lawrence Butler: AB current=3 box=4, BB current=0 box=1; Jacob Wilson: AB current=4 box=5, SO current=0 box=1; Jonah Heim: AB current=3 box=5, H current=1 box=2, R current=0 box=1, SO current=1 box=2; Joshua Kuroda-Grauer: 3B current=0 box=1, SO current=1 box=2; Joey Meneses: AB current=3 box=4, H current=1 box=0, BB current=1 box=0; Henry Bolte: 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match OAK pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match OAK pitching: 0.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match OAK pitching: 13.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=37 matches OAK BF=37.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match CHW pitching: 3.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match CHW pitching: 11.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match CHW pitching: 7.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=41 matches CHW BF=41.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.438/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: OAK 11, CHW 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 4 - CHW 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHW.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHW.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_OAK@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@CHW.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 176.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 173.
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: 173.
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: 176.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 4 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 4 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 1/10 (0.100).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_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.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 1/10 = 0.100.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match OAK pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match OAK pitching: 0.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match OAK pitching: 13.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=37 matches OAK BF=37.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match CHW pitching: 3.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match CHW pitching: 11.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match CHW pitching: 7.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=41 matches CHW BF=41.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.438/0.622.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: OAK 11, CHW 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 4 - CHW 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHW.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHW.{'winner_confidence': 0.66, 'h2h_net_margin': 0, 'prediction_memory': {'available': False, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': []}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_OAK@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@CHW.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 176.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 173.
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: 173.
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: 176.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 4 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 4 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 1/10 (0.100).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 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 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_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.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 1/10 = 0.100.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=8; 2B: current=0, sim=1; RBI: current=2, sim=5; R: current=4, sim=5; BB: current=1, sim=5; SO: current=9, sim=13).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: Jacob Gonzalez: AB current=3 box=4, H current=1 box=0, SO current=1 box=3; Kyle Teel: AB current=3 box=4, SO current=1 box=2; Colson Montgomery: AB current=4 box=3, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Tristan Peters: AB current=3 box=5, H current=1 box=3, RBI current=0 box=1, R current=0 box=1; Chase Meidroth: RBI current=0 box=1; 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, 2B current=0 box=1, RBI current=0 box=1, BB current=0 box=1; Sam Antonacci: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=4New 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=38; H: current=9, sim=11; 3B: current=0, sim=1; RBI: current=2, sim=4; R: current=1, sim=4; BB: current=2, sim=3; 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-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Tyler Soderstrom: RBI current=0 box=1, R current=0 box=1; Shea Langeliers: SO current=1 box=0; Lawrence Butler: AB current=3 box=4, BB current=0 box=1; Jacob Wilson: AB current=4 box=5, SO current=0 box=1; Jonah Heim: AB current=3 box=5, H current=1 box=2, R current=0 box=1, SO current=1 box=2; Joshua Kuroda-Grauer: 3B current=0 box=1, SO current=1 box=2; Joey Meneses: AB current=3 box=4, H current=1 box=0, BB current=1 box=0; Henry Bolte: 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.98789000511169434.7102952003479Base ML historical model prediction
variance_applied45Random variance applied (0.9-1.1)
enhanced_prediction360.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment36Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review36Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target36Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
OAK000000310411
CHW03000011058
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentOAKbatting33900021260000
currentOAKpitching8055138.0500
currentCHWbatting31900024190000
currentCHWpitching1104379.0400
simulationOAKbatting3811010443700
simulationOAKpitching8055138.0537176
simulationCHWbatting3281005551300
simulationCHWpitching1104379.0441173
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentOAKLFTyler Soderstrom041000001100.250
currentOAKDHShea Langeliers051000110100.200
currentOAKRFLawrence Butler031000000100.333
currentOAKSSJacob Wilson041000000000.250
currentOAKCJonah Heim031000010100.333
currentOAK3BJoshua Kuroda-Grauer041000000100.250
currentOAK1BJoey Meneses031000001000.333
currentOAKCFHenry Bolte041000000100.250
currentOAK2BJeff McNeil031000000000.333
currentCHWDHJacob Gonzalez031000000100.333
currentCHWCKyle Teel031000000100.333
currentCHW1BColson Montgomery041000010100.250
currentCHW2BTristan Peters031000000100.333
currentCHW3BChase Meidroth041000100100.250
currentCHWSSMiguel Vargas041000101100.250
currentCHWLFBraden Montgomery041000100100.250
currentCHWCFSam Antonacci031000100100.333
currentCHWRFAndrew Benintendi031000010100.333
simulationOAK1RFLawrence Butler541000001100.250
simulationOAK2DHShea Langeliers551000110000.200
simulationOAK3LFTyler Soderstrom541000111100.250
simulationOAK4CJonah Heim552000110200.400
simulationOAK5SSJacob Wilson551000000100.200
simulationOAK61BJoey Meneses440000000000.000
simulationOAK73BJoshua Kuroda-Grauer441010000200.250
simulationOAK8CFHenry Bolte442000000000.500
simulationOAK92BJeff McNeil432000111000.667
simulationCHW1CFTristan Peters553000110100.600
simulationCHW2SSColson Montgomery431000101000.333
simulationCHW32BChase Meidroth441000110100.250
simulationCHW4SSJacob Gonzalez440000000300.000
simulationCHW5CKyle Teel441000000200.250
simulationCHW63BMiguel Vargas420000002100.000
simulationCHW7OFBraden Montgomery431100111000.333
simulationCHW8SSSam Antonacci440000000400.000
simulationCHW9DHAndrew Benintendi431000121100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentOAK1Jacob LopezStarter3.2533360007.367.041.84
currentOAK2Mason BarnettMiddle Reliever1.2111130005.403.541.23
currentOAK3Hogan HarrisMiddle Reliever1.2211120005.403.511.59
currentOAK6Elvis AlvaradoMiddle Reliever1.0000020000.005.331.22
currentCHW1Davis MartinStarter6.0500030000.003.311.19
currentCHW2Bryan HudsonMiddle Reliever1.0100020000.001.571.35
currentCHW3Grant TaylorMiddle Reliever1.0211010009.001.421.26
currentCHW6Seranthony DomínguezMiddle Reliever1.03333100027.0013.503.00
simulationOAK1Jacob LopezStarter3.253336019887.367.041.84
simulationOAK2Elvis AlvaradoMiddle Reliever1.00000203170.005.331.22
simulationOAK3Hogan HarrisMiddle Reliever1.22111208315.403.511.59
simulationOAK4Mason BarnettMiddle Reliever1.21111307405.403.541.23
simulationCHW1Davis MartinStarter6.0500030231040.003.311.19
simulationCHW2Seranthony DomínguezMiddle Reliever1.033331093427.0013.503.00
simulationCHW3Grant TaylorMiddle Reliever1.02110105199.001.421.26
simulationCHW4Bryan HudsonMiddle Reliever1.01000204160.001.571.35
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
OAKJacob LopezStarter3.235361988
OAKMason BarnettMiddle Reliever1.21113740
OAKHogan HarrisMiddle Reliever1.21212831
OAKElvis AlvaradoMiddle Reliever1.00002317
CHWDavis MartinStarter6.0050323104
CHWBryan HudsonMiddle Reliever1.00102416
CHWGrant TaylorMiddle Reliever1.01201519
CHWSeranthony DomínguezMiddle Reliever1.03331934
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.

20260710_PHI@DET

20260710_PHI@DET.json • 2026-07-10

PHI 3 - DET 4
WARNING

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

CRITICAL 0ERROR 0WARN 1PASS 92INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
WARNScore
Review the listed finding and decide whether to fix the data or downgrade the rule.
0C / 0E / 1W-Score evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNscoreSCORE_STEP_ORDERScore evolution steps differ from expected order: ['historical_ml', 'variance_applied', 'enhanced_prediction', 'embedded_savant_run_environment', 'fundamental_edge_target_review', 'capped_target', 'simulation_result'].['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'simulation_result'] or ['historical_ml', 'variance_applied', 'enhanced_prediction', 'capped_target', 'score_target_reconciliation', 'simulation_result']; optional steps allowed: ['embedded_savant_run_environment', 'target_tie_break']
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentPHICURRENT_PITCHER_DUPLICATIONPHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=4; BB: current=1, sim=3; SO: current=9, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Colt Keith: AB current=3 box=4; Kevin McGonigle: AB current=4 box=3, SO current=1 box=2; Spencer Torkelson: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Riley Greene: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1; Kerry Carpenter: AB current=3 box=4, H current=1 box=2, 3B current=0 box=1, RBI current=0 box=2; Eduardo Valencia: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R current=2 box=1; Zach McKinstry: H current=1 box=0, SO current=1 box=2; James Outman: 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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=9, sim=5; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=3; BB: current=2, sim=4; SO: current=10, sim=5; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Trea Turner: R current=1 box=0; Brandon Marsh: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Bryce Harper: AB current=4 box=3, RBI current=1 box=0, SO current=1 box=0; Kyle Schwarber: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Alec Bohm: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Justin Crawford: AB current=3 box=4, SO current=1 box=2; Gabriel Rincones Jr.: AB current=3 box=4, H current=1 box=0; Bryson Stott: AB current=4 box=3, 2B current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match PHI pitching: 3.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match PHI pitching: 6.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match PHI pitching: 10.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=33 matches PHI BF=33.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match DET pitching: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match DET pitching: 5.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=37 matches DET BF=37.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.461/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PHI 5, DET 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 3 - DET 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.64, '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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_PHI@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@DET.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 152.
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: 152.
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: 150.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=DET, final=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: DET wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match PHI pitching: 3.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match PHI pitching: 6.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match PHI pitching: 10.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=33 matches PHI BF=33.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match DET pitching: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match DET pitching: 5.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=37 matches DET BF=37.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.461/0.650.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PHI 5, DET 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 3 - DET 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for DET.{'winner_confidence': 0.64, '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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_PHI@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@DET.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 152.
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: 152.
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: 150.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 3 - 4 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=DET, final=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/10 (0.800).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: DET wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentPHICURRENT_PITCHER_DUPLICATIONPHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=4; BB: current=1, sim=3; SO: current=9, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Colt Keith: AB current=3 box=4; Kevin McGonigle: AB current=4 box=3, SO current=1 box=2; Spencer Torkelson: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Riley Greene: AB current=4 box=3, RBI current=1 box=0, BB current=0 box=1; Kerry Carpenter: AB current=3 box=4, H current=1 box=2, 3B current=0 box=1, RBI current=0 box=2; Eduardo Valencia: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R current=2 box=1; Zach McKinstry: H current=1 box=0, SO current=1 box=2; James Outman: 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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=34, sim=32; H: current=9, sim=5; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=3; BB: current=2, sim=4; SO: current=10, sim=5; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Trea Turner: R current=1 box=0; Brandon Marsh: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Bryce Harper: AB current=4 box=3, RBI current=1 box=0, SO current=1 box=0; Kyle Schwarber: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Alec Bohm: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Justin Crawford: AB current=3 box=4, SO current=1 box=2; Gabriel Rincones Jr.: AB current=3 box=4, H current=1 box=0; Bryson Stott: AB current=4 box=3, 2B current=0 box=1, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.5132493972778325.9156694412231445Base ML historical model prediction
variance_applied56Random variance applied (0.9-1.1)
enhanced_prediction340.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PHI20000001035
DET40000000046
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPHIbatting349000232100000
currentPHIpitching6143108.0400
currentDETbatting30900024190000
currentDETpitching513459.0300
simulationPHIbatting325101334501
simulationPHIpitching6143108.0433150
simulationDETbatting3060114431000
simulationDETpitching513459.0337152
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPHISSTrea Turner051000100100.200
currentPHILFBrandon Marsh041000000100.250
currentPHI1BBryce Harper041000111100.250
currentPHIDHKyle Schwarber041000111200.250
currentPHI3BAlec Bohm041000000100.250
currentPHICFJustin Crawford031000000100.333
currentPHIRFGabriel Rincones Jr.031000000100.333
currentPHI2BBryson Stott041000000100.250
currentPHICRafael Marchán031000000100.333
currentDET3BColt Keith031000000100.333
currentDETSSKevin McGonigle041000101100.250
currentDET1BSpencer Torkelson041000010100.250
currentDETLFRiley Greene041000110100.250
currentDETRFKerry Carpenter031000000100.333
currentDETDHEduardo Valencia031000200100.333
currentDET2BZach McKinstry031000000100.333
currentDETCFJames Outman031000000100.333
currentDETCJake Rogers031000000100.333
simulationPHI1SSTrea Turner551000000100.200
simulationPHI2DHKyle Schwarber440000000000.000
simulationPHI31BBryce Harper431000101000.333
simulationPHI4LFBrandon Marsh431001120110.333
simulationPHI53BAlec Bohm430000111000.000
simulationPHI62BBryson Stott431100001000.333
simulationPHI7RFGabriel Rincones Jr.440000000100.000
simulationPHI8CFJustin Crawford441000000200.250
simulationPHI9CRafael Marchán430000001000.000
simulationDET1SSKevin McGonigle431000101200.333
simulationDET23BColt Keith441000000100.250
simulationDET3LFRiley Greene431000101100.333
simulationDET41BSpencer Torkelson430000001200.000
simulationDET5RFKerry Carpenter442010120200.500
simulationDET6DHEduardo Valencia441001120000.250
simulationDET72BZach McKinstry330000000200.000
simulationDET8CFJames Outman330000000000.000
simulationDET9CJake Rogers330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPHI1Aaron NolaStarter5.0644261007.205.871.46
currentPHI2Jhoan DuranMiddle Reliever1.0000010000.000.850.85
currentPHI4Orion KerkeringMiddle Reliever1.0000010000.002.501.19
currentPHI5José AlvaradoMiddle Reliever1.0000120000.007.031.78
currentDET1Jack FlahertyStarter5.0222231003.604.601.45
currentDET3Kenley JansenMiddle Reliever1.0100010000.003.971.15
currentDET4Kyle FinneganMiddle Reliever1.1111200006.751.701.39
currentDET5Tyler HoltonMiddle Reliever1.2100010000.003.291.34
simulationPHI1Aaron NolaStarter5.064426123937.205.871.46
simulationPHI2Jhoan DuranMiddle Reliever1.00000103160.000.850.85
simulationPHI3Orion KerkeringMiddle Reliever1.00000103190.002.501.19
simulationPHI4José AlvaradoMiddle Reliever1.00001204220.007.031.78
simulationDET1Jack FlahertyStarter5.022223120883.604.601.45
simulationDET2Kenley JansenMiddle Reliever1.01000104160.003.971.15
simulationDET3Kyle FinneganMiddle Reliever1.11112007246.751.701.39
simulationDET4Tyler HoltonMiddle Reliever1.21000106240.003.291.34
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PHIAaron NolaStarter5.046262393
PHIJhoan DuranMiddle Reliever1.00001316
PHIOrion KerkeringMiddle Reliever1.00001319
PHIJosé AlvaradoMiddle Reliever1.00012422
DETJack FlahertyStarter5.022232088
DETKenley JansenMiddle Reliever1.00101416
DETKyle FinneganMiddle Reliever1.11120724
DETTyler HoltonMiddle Reliever1.20101624
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.

20260710_SEA@TB

20260710_SEA@TB.json • 2026-07-10

SEA 2 - TB 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_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; RBI: current=3, sim=2; R: current=1, sim=2; BB: current=1, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: J.P. Crawford: BB current=1 box=0; Randy Arozarena: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Cal Raleigh: H current=1 box=0, RBI current=1 box=0; Dominic Canzone: AB current=3 box=4, H current=1 box=2, 2B current=0 box=2, RBI current=1 box=2; Cole Young: H current=1 box=0, SO current=1 box=2; Luke Raley: AB current=3 box=4, SO current=1 box=2; Miles Mastrobuoni: H current=1 box=0, BB current=0 box=1; Buddy Kennedy: AB current=3 box=4, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=30; H: current=9, sim=6; 2B: current=0, sim=1; 3B: current=0, sim=1; RBI: current=2, sim=5; R: current=3, sim=5; 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Yandy Díaz: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Jonathan Aranda: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Cedric Mullins: 3B current=0 box=1, RBI current=0 box=3, R current=0 box=1, SO current=1 box=2; Junior Caminero: SO current=1 box=0; Victor Mesa Jr.: H current=1 box=2, R current=0 box=1, BB current=0 box=1; Chandler Simpson: RBI current=0 box=1, R current=0 box=1, SO current=0 box=1; Richie Palacios: 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Taylor Walls: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match TB pitching: 2.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match TB pitching: 0.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match TB pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match TB pitching: 9.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=36 matches TB BF=36.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match SEA pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match SEA pitching: 6.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match SEA pitching: 10.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=34 matches SEA BF=34.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.578/0.789.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SEA 7, TB 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 2 - TB 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TB.{'winner_confidence': 0.64, '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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_SEA@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@TB.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
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: 141.
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: 166.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SEA 2 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 2 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
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: TB wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 2-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-5, final 2-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match TB pitching: 2.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match TB pitching: 0.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match TB pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match TB pitching: 9.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=36 matches TB BF=36.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match SEA pitching: 3.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match SEA pitching: 6.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match SEA pitching: 10.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=34 matches SEA BF=34.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.578/0.789.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SEA 7, TB 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 2 - TB 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TB.{'winner_confidence': 0.64, '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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_SEA@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@TB.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 166.
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: 141.
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: 166.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SEA 2 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 2 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
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: TB wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 2-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-5, final 2-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; 2B: current=0, sim=3; RBI: current=3, sim=2; R: current=1, sim=2; BB: current=1, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: J.P. Crawford: BB current=1 box=0; Randy Arozarena: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Cal Raleigh: H current=1 box=0, RBI current=1 box=0; Dominic Canzone: AB current=3 box=4, H current=1 box=2, 2B current=0 box=2, RBI current=1 box=2; Cole Young: H current=1 box=0, SO current=1 box=2; Luke Raley: AB current=3 box=4, SO current=1 box=2; Miles Mastrobuoni: H current=1 box=0, BB current=0 box=1; Buddy Kennedy: AB current=3 box=4, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=30; H: current=9, sim=6; 2B: current=0, sim=1; 3B: current=0, sim=1; RBI: current=2, sim=5; R: current=3, sim=5; 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-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Yandy Díaz: AB current=4 box=3, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Jonathan Aranda: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Cedric Mullins: 3B current=0 box=1, RBI current=0 box=3, R current=0 box=1, SO current=1 box=2; Junior Caminero: SO current=1 box=0; Victor Mesa Jr.: H current=1 box=2, R current=0 box=1, BB current=0 box=1; Chandler Simpson: RBI current=0 box=1, R current=0 box=1, SO current=0 box=1; Richie Palacios: 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Taylor Walls: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml7.5139646530151375.8280415534973145Base ML historical model prediction
variance_applied76Random variance applied (0.9-1.1)
enhanced_prediction430.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result25Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SEA00002000027
TB00000500056
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSEAbatting32900031190000
currentSEApitching6053108.0500
currentTBbatting32900023180000
currentTBpitching702299.0200
simulationSEAbatting347300222900
simulationSEApitching6053108.0534141
simulationTBbatting3061105531001
simulationTBpitching702299.0236166
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSEASSJ.P. Crawford041000001100.250
currentSEALFRandy Arozarena041000110100.250
currentSEACCal Raleigh041000010100.250
currentSEADHDominic Canzone031000010100.333
currentSEA2BCole Young041000000100.250
currentSEA1BJosh Naylor041000000100.250
currentSEACFLuke Raley031000000100.333
currentSEARFMiles Mastrobuoni031000000100.333
currentSEA3BBuddy Kennedy031000000100.333
currentTBDHYandy Díaz041000100100.250
currentTB1BJonathan Aranda041000011100.250
currentTBCFCedric Mullins041000000100.250
currentTB3BJunior Caminero041000110100.250
currentTBRFVictor Mesa Jr.031000000100.333
currentTBLFChandler Simpson041000000000.250
currentTB2BRichie Palacios031000000100.333
currentTBSSTaylor Walls031000100100.333
currentTBCHunter Feduccia031000000100.333
simulationSEA1SSJ.P. Crawford441000000100.250
simulationSEA2LFRandy Arozarena432100101000.667
simulationSEA3DHDominic Canzone442200120000.500
simulationSEA4CCal Raleigh440000000100.000
simulationSEA51BJosh Naylor441000000100.250
simulationSEA6CFLuke Raley441000000200.250
simulationSEA72BCole Young440000000200.000
simulationSEA8RFMiles Mastrobuoni430000001100.000
simulationSEA93BBuddy Kennedy440000000100.000
simulationTB1DHYandy Díaz430000000010.000
simulationTB21BJonathan Aranda430000001200.000
simulationTB33BJunior Caminero441000110000.250
simulationTB4CFCedric Mullins441010130200.250
simulationTB5LFChandler Simpson441000110100.250
simulationTB6RFVictor Mesa Jr.432000101100.667
simulationTB7SSTaylor Walls440000000300.000
simulationTB82BRichie Palacios331100100000.333
simulationTB9CHunter Feduccia320000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSEA1Luis CastilloStarter5.1655190008.444.791.33
currentSEA3José A. FerrerMiddle Reliever1.0000100000.002.371.26
currentSEA5Andrés MuñozMiddle Reliever1.2000110000.003.781.23
currentTB1Nick MartinezStarter6.0622170003.002.611.13
currentTB2Kevin KellyMiddle Reliever1.1100010000.002.570.95
currentTB3Bryan BakerMiddle Reliever1.0000110000.001.730.83
currentTB4Garrett CleavingerMiddle Reliever0.2000000000.003.861.29
simulationSEA1Luis CastilloStarter5.165519024998.444.791.33
simulationSEA2Andrés MuñozMiddle Reliever1.20001106250.003.781.23
simulationSEA3José A. FerrerMiddle Reliever1.00001004170.002.371.26
simulationTB1Nick MartinezStarter6.0622170251103.002.611.13
simulationTB2Bryan BakerMiddle Reliever1.00001104170.001.730.83
simulationTB3Kevin KellyMiddle Reliever1.11000105250.002.570.95
simulationTB4Garrett CleavingerMiddle Reliever0.20000002140.003.861.29
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SEALuis CastilloStarter5.156192499
SEAJosé A. FerrerMiddle Reliever1.00010417
SEAAndrés MuñozMiddle Reliever1.20011625
TBNick MartinezStarter6.0261725110
TBKevin KellyMiddle Reliever1.10101525
TBBryan BakerMiddle Reliever1.00011417
TBGarrett CleavingerMiddle Reliever0.20000214
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.

20260710_TOR@SD

20260710_TOR@SD.json • 2026-07-10

TOR 4 - SD 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_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=31, sim=29; H: current=7, sim=5; HR: current=0, sim=2; RBI: current=1, sim=5; R: current=1, sim=5; BB: current=1, sim=2; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Xander Bogaerts: AB current=4 box=3, H current=1 box=0, R current=0 box=1, BB current=0 box=1; Jackson Merrill: H current=1 box=0; Manny Machado: AB current=4 box=3, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Gavin Sheets: H current=1 box=2, HR current=0 box=2, RBI current=0 box=5, R current=0 box=1; Ty France: H current=1 box=0, SO current=1 box=0; Miguel Andujar: R current=0 box=1, SO current=1 box=0; Jase Bowen: SO current=1 box=2New 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=33, sim=35; H: current=9, sim=8; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=1, sim=4; BB: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Vladimir Guerrero Jr.: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Kazuma Okamoto: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; George Springer: H current=1 box=0, R current=1 box=0; Ernie Clement: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Luis Urías: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Alejandro Kirk: H current=1 box=0, SO current=1 box=0; Daulton Varsho: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Myles Straw: AB current=3 box=4, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match TOR pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match TOR pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match TOR pitching: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match TOR pitching: 6.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=31 matches TOR BF=31.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match SD pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match SD pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match SD pitching: 8.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match SD pitching: 7.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=36 matches SD BF=36.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.465.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.535.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.535.
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: 0.419/0.600.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 8, SD 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 4 - SD 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SD.{'winner_confidence': 0.5349976761151808, '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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_TOR@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@SD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 123.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
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: 138.
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: 123.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 4 - 5 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 4 - 5 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SD, final=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.535.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SD wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SD wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match TOR pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match TOR pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match TOR pitching: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match TOR pitching: 6.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=31 matches TOR BF=31.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match SD pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match SD pitching: 2.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match SD pitching: 8.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match SD pitching: 7.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=36 matches SD BF=36.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.465.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.535.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.535.
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: 0.419/0.600.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TOR 8, SD 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 4 - SD 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SD.{'winner_confidence': 0.5349976761151808, '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: 2026-07-10.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260710_TOR@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@SD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 123.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
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: 138.
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: 123.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TOR 4 - 5 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 4 - 5 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SD, final=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.535.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SD wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SD wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTORCURRENT_PITCHER_DUPLICATIONTOR pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=31, sim=29; H: current=7, sim=5; HR: current=0, sim=2; RBI: current=1, sim=5; R: current=1, sim=5; BB: current=1, sim=2; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Xander Bogaerts: AB current=4 box=3, H current=1 box=0, R current=0 box=1, BB current=0 box=1; Jackson Merrill: H current=1 box=0; Manny Machado: AB current=4 box=3, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Gavin Sheets: H current=1 box=2, HR current=0 box=2, RBI current=0 box=5, R current=0 box=1; Ty France: H current=1 box=0, SO current=1 box=0; Miguel Andujar: R current=0 box=1, SO current=1 box=0; Jase Bowen: SO current=1 box=2New 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=33, sim=35; H: current=9, sim=8; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=1, sim=4; BB: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Vladimir Guerrero Jr.: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Kazuma Okamoto: H current=1 box=0, RBI current=1 box=0, R current=1 box=0; George Springer: H current=1 box=0, R current=1 box=0; Ernie Clement: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Luis Urías: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Alejandro Kirk: H current=1 box=0, SO current=1 box=0; Daulton Varsho: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Myles Straw: AB current=3 box=4, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.2295298576354984.858100414276123Base ML historical model prediction
variance_applied35Random variance applied (0.9-1.1)
enhanced_prediction340.535Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TOR00101001148
SD30020000055
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTORbatting33900014070000
currentTORpitching525268.0500
currentSDbatting31700011190000
currentSDpitching824179.0400
simulationTORbatting358202441700
simulationTORpitching525268.0531123
simulationSDbatting295002552600
simulationSDpitching824179.0436138
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTOR1BVladimir Guerrero Jr.041000100100.250
currentTOR3BKazuma Okamoto041000110100.250
currentTORDHGeorge Springer041000100100.250
currentTORSSErnie Clement041000000000.250
currentTOR2BLuis Urías031000000100.333
currentTORCAlejandro Kirk041000000100.250
currentTORCFDaulton Varsho041000000100.250
currentTORRFMyles Straw031000000000.333
currentTORLFJonatan Clase031000100100.333
currentSD2BFernando Tatis Jr.041000100100.250
currentSDSSXander Bogaerts041000000100.250
currentSDCFJackson Merrill041000000100.250
currentSD3BManny Machado041000011100.250
currentSDLFGavin Sheets031000000100.333
currentSD1BTy France031000000100.333
currentSDDHMiguel Andujar031000000100.333
currentSDRFJase Bowen030000000100.000
currentSDCRodolfo Durán030000000100.000
simulationTOR1SSErnie Clement431000111100.333
simulationTOR21BVladimir Guerrero Jr.440000000200.000
simulationTOR33BKazuma Okamoto440000000100.000
simulationTOR4DHGeorge Springer440000000100.000
simulationTOR5CAlejandro Kirk440000000000.000
simulationTOR6CFDaulton Varsho442100100000.500
simulationTOR72BLuis Urías441100110100.250
simulationTOR8RFMyles Straw441000000100.250
simulationTOR9LFJonatan Clase443002120000.750
simulationSD12BFernando Tatis Jr.441000100100.250
simulationSD2CFJackson Merrill440000000100.000
simulationSD3SSXander Bogaerts430000101100.000
simulationSD43BManny Machado431000101000.333
simulationSD5LFGavin Sheets332002150000.667
simulationSD61BTy France330000000000.000
simulationSD7DHMiguel Andujar331000100000.333
simulationSD8RFJase Bowen330000000200.000
simulationSD9CRodolfo Durán330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTOR1Shane BieberStarter4.15551320010.389.002.08
currentTOR2Louis VarlandMiddle Reliever1.1000020000.000.940.94
currentTOR3Tyler RogersMiddle Reliever1.1000000000.001.731.18
currentTOR4Mason FluhartyMiddle Reliever0.2000100000.003.821.39
currentTOR6Jeff HoffmanMiddle Reliever0.1000010000.004.351.40
currentSD1JP SearsStarter5.2522041003.184.701.37
currentSD2Adrian MorejonMiddle Reliever1.1111111006.753.451.09
currentSD3Bradgley RodriguezMiddle Reliever1.0211010009.002.081.13
currentSD5Mason MillerMiddle Reliever1.0000010000.000.960.80
simulationTOR1Shane BieberStarter4.1555132198510.389.002.08
simulationTOR2Louis VarlandMiddle Reliever1.1000020440.000.940.94
simulationTOR3Tyler RogersMiddle Reliever1.1000000440.001.731.18
simulationTOR4Jeff HoffmanMiddle Reliever0.10000101170.004.351.40
simulationTOR5Mason FluhartyMiddle Reliever0.20001003130.003.821.39
simulationSD1JP SearsStarter5.252204122863.184.701.37
simulationSD2Mason MillerMiddle Reliever1.00000103160.000.960.80
simulationSD3Adrian MorejonMiddle Reliever1.11111116176.753.451.09
simulationSD4Bradgley RodriguezMiddle Reliever1.02110105199.002.081.13
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TORShane BieberStarter4.155131985
TORLouis VarlandMiddle Reliever1.1000244
TORTyler RogersMiddle Reliever1.1000044
TORMason FluhartyMiddle Reliever0.20010313
TORJeff HoffmanMiddle Reliever0.10001117
SDJP SearsStarter5.225042286
SDAdrian MorejonMiddle Reliever1.11111617
SDBradgley RodriguezMiddle Reliever1.01201519
SDMason MillerMiddle Reliever1.00001316
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.