MLB JSON Audit Report

Generated 2026-05-16 21:32:06. 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
2Warn
1384Pass
106Info

20260516_ARI@COL

20260516_ARI@COL.json • 2026-05-16

ARI 5 - COL 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI 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=2; RBI: current=2, 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-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Corbin Carroll: H current=1 box=3, 2B current=0 box=1, BB current=1 box=0, SO current=1 box=0; Ketel Marte: AB current=4 box=5, H current=1 box=0, R current=1 box=0; Lourdes Gurriel Jr.: H current=1 box=0, SO current=1 box=0; Ildemaro Vargas: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Jose Fernandez: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Nolan Arenado: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Geraldo Perdomo: AB current=4 box=2, H current=1 box=0, BB current=1 box=2; James McCann: AB current=3 box=4, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; 2B: current=0, sim=1; RBI: current=1, sim=3; BB: current=0, sim=2; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Sterlin Thompson: SO current=1 box=0; Brenton Doyle: AB current=3 box=5, H current=1 box=0, SO current=1 box=2; TJ Rumfield: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Willi Castro: AB current=4 box=5, H current=1 box=3; Mickey Moniak: RBI current=1 box=0, R current=1 box=0; Kyle Karros: AB current=3 box=4, H current=1 box=0; Hunter Goodman: RBI current=0 box=2, SO current=1 box=0; Jake McCarthy: 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.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match COL pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match COL pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match COL pitching: 8.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match COL pitching: 7.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=37 matches COL BF=37.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match ARI pitching: 2.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match ARI pitching: 9.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match ARI pitching: 7.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=38 matches ARI BF=38.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL 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_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.
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]: 0.588.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.588.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.412.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.312/0.724.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 8, COL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 5 - COL 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ARI.{'winner_confidence': 0.588131, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'ARI', 'confidence': 0.5236620000000001, 'actual_winner': None, 'actual_margin': 0, 'file': '20260515_ARI@COL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_ARI@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@COL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 154.
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: 156.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 4 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 5 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ARI, final=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.588.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ARI wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 5-3 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 15/43 = 0.349.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 7/45 = 0.156.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match COL pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match COL pitching: 2.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match COL pitching: 8.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match COL pitching: 7.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=37 matches COL BF=37.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match ARI pitching: 2.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match ARI pitching: 9.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match ARI pitching: 7.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=38 matches ARI BF=38.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaARICURRENT_FINALIZED_MATCH_BOXARI current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL 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_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.
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]: 0.588.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.588.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.412.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.312/0.724.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: ARI 8, COL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 5 - COL 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ARI.{'winner_confidence': 0.588131, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'ARI', 'confidence': 0.5236620000000001, 'actual_winner': None, 'actual_margin': 0, 'file': '20260515_ARI@COL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_ARI@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@COL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
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: 154.
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: 156.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 4 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 5 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ARI, final=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.588.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ARI wins 5-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 5-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 5-3 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 15/43 = 0.349.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 7/45 = 0.156.
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_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_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI 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=2; RBI: current=2, 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-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Corbin Carroll: H current=1 box=3, 2B current=0 box=1, BB current=1 box=0, SO current=1 box=0; Ketel Marte: AB current=4 box=5, H current=1 box=0, R current=1 box=0; Lourdes Gurriel Jr.: H current=1 box=0, SO current=1 box=0; Ildemaro Vargas: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; Jose Fernandez: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Nolan Arenado: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Geraldo Perdomo: AB current=4 box=2, H current=1 box=0, BB current=1 box=2; James McCann: AB current=3 box=4, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; 2B: current=0, sim=1; RBI: current=1, sim=3; BB: current=0, sim=2; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Sterlin Thompson: SO current=1 box=0; Brenton Doyle: AB current=3 box=5, H current=1 box=0, SO current=1 box=2; TJ Rumfield: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Willi Castro: AB current=4 box=5, H current=1 box=3; Mickey Moniak: RBI current=1 box=0, R current=1 box=0; Kyle Karros: AB current=3 box=4, H current=1 box=0; Hunter Goodman: RBI current=0 box=2, SO current=1 box=0; Jake McCarthy: 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_ml5.3680677413940434.097966194152832Base ML historical model prediction
variance_applied64Random variance applied (0.9-1.1)
enhanced_prediction430.588Enhanced ML with recent form, H2H, low-score analysis
capped_target43Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
ARI00100220058
COL00000003039
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentARIbatting34900025280000
currentARIpitching903279.0300
currentCOLbatting33900013090000
currentCOLpitching825279.0500
simulationARIbatting358202552700
simulationARIpitching903279.0338154
simulationCOLbatting369100332700
simulationCOLpitching825279.0537156
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentARIRFCorbin Carroll041000101100.250
currentARIDHKetel Marte041000100100.250
currentARILFLourdes Gurriel Jr.041000000100.250
currentARI2BIldemaro Vargas041000110000.250
currentARI1BJose Fernandez041000100100.250
currentARI3BNolan Arenado031000100100.333
currentARISSGeraldo Perdomo041000001100.250
currentARICJames McCann031000000100.333
currentARICFRyan Waldschmidt041000010100.250
currentCOLRFSterlin Thompson041000000100.250
currentCOLCFBrenton Doyle031000000100.333
currentCOL1BTJ Rumfield041000000100.250
currentCOL2BWilli Castro041000100100.250
currentCOLDHMickey Moniak041000110100.250
currentCOLSSEzequiel Tovar041000000100.250
currentCOL3BKyle Karros031000000100.333
currentCOLCHunter Goodman041000100100.250
currentCOLLFJake McCarthy031000000100.333
simulationARI1DHKetel Marte550000000100.000
simulationARI2RFCorbin Carroll443100100000.750
simulationARI3SSGeraldo Perdomo420000002100.000
simulationARI43BNolan Arenado441100110000.250
simulationARI52BIldemaro Vargas442001120000.500
simulationARI6LFLourdes Gurriel Jr.440000000000.000
simulationARI71BJose Fernandez440000000200.000
simulationARI8CJames McCann441000100100.250
simulationARI9CFRyan Waldschmidt441001120200.250
simulationCOL12BWilli Castro553000100100.600
simulationCOL2CFBrenton Doyle550000000200.000
simulationCOL31BTJ Rumfield431100111100.333
simulationCOL4CHunter Goodman441000120000.250
simulationCOL5DHMickey Moniak441000000100.250
simulationCOL6SSEzequiel Tovar441000000100.250
simulationCOL7RFSterlin Thompson441000000000.250
simulationCOL83BKyle Karros440000000100.000
simulationCOL9LFJake McCarthy431000001000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentARI1Eduardo RodriguezStarter6.2300250000.002.251.21
currentARI2Jonathan LoáisigaMiddle Reliever1.0000010000.000.000.43
currentARI3Juan MorilloMiddle Reliever0.16330100081.0010.802.40
currentARI5Paul SewaldMiddle Reliever1.0000000000.000.000.00
currentCOL1Tomoyuki SuganoStarter5.0411150001.804.071.19
currentCOL2Antonio SenzatelaMiddle Reliever1.13220110013.501.320.77
currentCOL3Juan MejiaMiddle Reliever1.1000000000.004.431.52
currentCOL4Victor VodnikMiddle Reliever1.01221010018.006.882.06
currentCOL5Jaden HillMiddle Reliever0.1000010000.003.601.60
simulationARI1Eduardo RodriguezStarter6.2300250251030.002.251.21
simulationARI2Paul SewaldMiddle Reliever1.00000003130.000.000.00
simulationARI3Juan MorilloMiddle Reliever0.163301072281.0010.802.40
simulationARI4Jonathan LoáisigaMiddle Reliever1.00000103160.000.000.43
simulationCOL1Tomoyuki SuganoStarter5.041115020821.804.071.19
simulationCOL2Victor VodnikMiddle Reliever1.012210152018.006.882.06
simulationCOL3Antonio SenzatelaMiddle Reliever1.132201171413.501.320.77
simulationCOL4Juan MejiaMiddle Reliever1.10000004230.004.431.52
simulationCOL5Jaden HillMiddle Reliever0.10000101170.003.601.60
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ARIEduardo RodriguezStarter6.2032525103
ARIJonathan LoáisigaMiddle Reliever1.00001316
ARIJuan MorilloMiddle Reliever0.13601722
ARIPaul SewaldMiddle Reliever1.00000313
COLTomoyuki SuganoStarter5.014152082
COLAntonio SenzatelaMiddle Reliever1.12301714
COLJuan MejiaMiddle Reliever1.10000423
COLVictor VodnikMiddle Reliever1.02110520
COLJaden HillMiddle Reliever0.10001117
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_BAL@WAS

20260516_BAL@WAS.json • 2026-05-16

BAL 3 - WAS 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 93INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 2B: current=0, sim=2; HR: current=0, sim=1; R: current=4, sim=3; BB: current=2, sim=7; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Samuel Basallo: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Tyler O'Neill: AB current=3 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Adley Rutschman: H current=1 box=2, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Leody Taveras: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Coby Mayo: AB current=3 box=2, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Jeremiah Jackson: RBI current=1 box=0; Taylor Ward: AB current=4 box=5, 2B current=0 box=1, R current=1 box=0, BB current=1 box=0; Pete Alonso: H current=1 box=0, RBI current=1 box=0, 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=9, sim=7; HR: current=0, sim=1; RBI: current=4, sim=6; R: current=7, sim=6; BB: current=1, sim=3; SO: current=8, sim=6; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Jorbit Vivas: RBI current=0 box=1; Nasim Nuñez: H current=1 box=0, BB current=0 box=1; Daylen Lile: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; CJ Abrams: SO current=1 box=0; James Wood: AB current=4 box=3, RBI current=1 box=0, SO current=1 box=2; Luis García Jr.: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Jose Fernandez: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, SO current=1 box=0; Keibert Ruiz: 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.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match WAS pitching: 7.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match WAS pitching: 6.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match WAS pitching: 7.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=40 matches WAS BF=40.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match BAL pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match BAL pitching: 7.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match BAL pitching: 6.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=34 matches BAL BF=34.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL 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_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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.409.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.591.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.591.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 10.4.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.263/0.625.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BAL 6, WAS 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 3 - WAS 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: WAS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for WAS.{'winner_confidence': 0.590856, 'h2h_net_margin': 1, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'WAS', 'confidence': 0.52245, 'actual_winner': 'WAS', 'actual_margin': 1, 'file': '20260515_BAL@WAS.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_BAL@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@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: 172.
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: 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: 172.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: BAL 4 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 3 - 6 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=WAS, final=WAS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.591.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: WAS wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 3-6 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: WAS wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 8/45 = 0.178.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 12/45 = 0.267.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match WAS pitching: 7.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match WAS pitching: 6.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match WAS pitching: 7.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=40 matches WAS BF=40.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match BAL pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match BAL pitching: 7.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match BAL pitching: 6.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=34 matches BAL BF=34.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL 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_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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.409.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.591.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.591.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 10.4.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.263/0.625.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BAL 6, WAS 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BAL 3 - WAS 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: WAS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for WAS.{'winner_confidence': 0.590856, 'h2h_net_margin': 1, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'WAS', 'confidence': 0.52245, 'actual_winner': 'WAS', 'actual_margin': 1, 'file': '20260515_BAL@WAS.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_BAL@WAS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BAL@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: 172.
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: 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: 172.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: BAL 4 - 5 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BAL 3 - 6 WAS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: WAS wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=WAS, final=WAS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.591.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: WAS wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: WAS wins 3-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 3-6 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: WAS wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 8/45 = 0.178.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 12/45 = 0.267.
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_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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; 2B: current=0, sim=2; HR: current=0, sim=1; R: current=4, sim=3; BB: current=2, sim=7; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Samuel Basallo: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Tyler O'Neill: AB current=3 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Adley Rutschman: H current=1 box=2, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Leody Taveras: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Coby Mayo: AB current=3 box=2, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Jeremiah Jackson: RBI current=1 box=0; Taylor Ward: AB current=4 box=5, 2B current=0 box=1, R current=1 box=0, BB current=1 box=0; Pete Alonso: H current=1 box=0, RBI current=1 box=0, 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=9, sim=7; HR: current=0, sim=1; RBI: current=4, sim=6; R: current=7, sim=6; BB: current=1, sim=3; SO: current=8, sim=6; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Jorbit Vivas: RBI current=0 box=1; Nasim Nuñez: H current=1 box=0, BB current=0 box=1; Daylen Lile: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2; CJ Abrams: SO current=1 box=0; James Wood: AB current=4 box=3, RBI current=1 box=0, SO current=1 box=2; Luis García Jr.: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Jose Fernandez: AB current=4 box=3, H current=1 box=0, RBI current=0 box=1, SO current=1 box=0; Keibert Ruiz: 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_ml00Base ML historical model prediction
variance_applied00Random variance applied (0.9-1.1)
enhanced_prediction450.591Enhanced ML with recent form, H2H, low-score analysis
capped_target45Capped at max 12 realistic runs
simulation_result36Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BAL00000200136
WAS00006000067
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBALbatting33900034290000
currentBALpitching716368.0600
currentWASbatting33900047180000
currentWASpitching613779.0300
simulationBALbatting336201337700
simulationBALpitching716368.0634140
simulationWASbatting307001663610
simulationWASpitching613779.0340172
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBALDHSamuel Basallo041000100100.250
currentBALRFTyler O'Neill031000101100.333
currentBALCAdley Rutschman041000010100.250
currentBALCFLeody Taveras031000000100.333
currentBAL3BCoby Mayo031000000100.333
currentBAL2BJeremiah Jackson041000010100.250
currentBALLFTaylor Ward041000101100.250
currentBAL1BPete Alonso041000110100.250
currentBALSSGunnar Henderson041000000100.250
currentWASDHJorbit Vivas031000100000.333
currentWAS2BNasim Nuñez031000000100.333
currentWASLFDaylen Lile041000110100.250
currentWASSSCJ Abrams041000110100.250
currentWASRFJames Wood041000111100.250
currentWAS1BLuis García Jr.041000110100.250
currentWAS3BJose Fernandez041000100100.250
currentWASCKeibert Ruiz031000000100.333
currentWASCFJacob Young041000100100.250
simulationBAL1SSGunnar Henderson551100000000.200
simulationBAL2LFTaylor Ward551100000200.200
simulationBAL3CAdley Rutschman542000101000.500
simulationBAL41BPete Alonso540000001200.000
simulationBAL5DHSamuel Basallo430000001100.000
simulationBAL6RFTyler O'Neill440000000100.000
simulationBAL7CFLeody Taveras420000112000.000
simulationBAL83BCoby Mayo421001122000.500
simulationBAL92BJeremiah Jackson441000000100.250
simulationWAS1RFJames Wood431000101200.333
simulationWAS21BLuis García Jr.440000000200.000
simulationWAS33BJose Fernandez430000110000.000
simulationWAS4SSCJ Abrams441000110000.250
simulationWAS5LFDaylen Lile442001120100.500
simulationWAS62BNasim Nuñez430000001100.000
simulationWAS7CKeibert Ruiz431000001000.333
simulationWAS8DHJorbit Vivas331000110000.333
simulationWAS9CFJacob Young331000110000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBAL1Chris BassittStarter4.26663310011.575.211.74
currentBAL2Dietrich EnnsMiddle Reliever1.1000010000.001.541.29
currentBAL3Rico GarciaMiddle Reliever1.0100010000.000.470.42
currentBAL4Anthony NunezMiddle Reliever1.0000010000.002.701.00
currentWAS1Cade CavalliStarter4.2422340003.864.021.59
currentWAS2Brad LordMiddle Reliever1.1000010000.003.211.14
currentWAS3Gus VarlandMiddle Reliever1.2111310005.404.321.50
currentWAS4PJ PoulinMiddle Reliever0.2000100000.003.151.40
currentWAS6Richard LoveladyMiddle Reliever0.2100011000.001.961.75
simulationBAL1Chris BassittStarter4.2666331238911.575.211.74
simulationBAL2Rico GarciaMiddle Reliever1.01000104160.000.470.42
simulationBAL3Anthony NunezMiddle Reliever1.00000103170.002.701.00
simulationBAL4Dietrich EnnsMiddle Reliever1.10000104180.001.541.29
simulationWAS1Cade CavalliStarter4.242234021833.864.021.59
simulationWAS2Gus VarlandMiddle Reliever1.21113109225.404.321.50
simulationWAS3PJ PoulinMiddle Reliever0.20001003180.003.151.40
simulationWAS4Brad LordMiddle Reliever1.10000104330.003.211.14
simulationWAS5Richard LoveladyMiddle Reliever0.21000113160.001.961.75
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BALChris BassittStarter4.266332389
BALDietrich EnnsMiddle Reliever1.10001418
BALRico GarciaMiddle Reliever1.00101416
BALAnthony NunezMiddle Reliever1.00001317
WASCade CavalliStarter4.224342183
WASBrad LordMiddle Reliever1.10001433
WASGus VarlandMiddle Reliever1.21131922
WASPJ PoulinMiddle Reliever0.20010318
WASRichard LoveladyMiddle Reliever0.20101316
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_BOS@ATL

20260516_BOS@ATL.json • 2026-05-16

BOS 0 - ATL 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 93INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=0, sim=1; 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-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Mauricio Dubón: 3B current=0 box=1, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Ozzie Albies: RBI current=0 box=1; Drake Baldwin: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Michael Harris II: H current=1 box=0, R current=1 box=0; Sandy León: H current=1 box=2, R current=0 box=1, SO current=1 box=0; José Azócar: R current=0 box=1, SO current=1 box=0; Matt Olson: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=3; Austin Riley: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=8, sim=3; 2B: current=0, sim=1; BB: current=0, sim=1; SO: current=7, sim=9; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Caleb Durbin: SO current=1 box=0; Marcelo Mayer: H current=1 box=0, SO current=1 box=3; Willson Contreras: H current=1 box=0; Ceddanne Rafaela: AB current=4 box=2, H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Wilyer Abreu: AB current=4 box=3, 2B current=0 box=1, BB current=0 box=1; Masataka Yoshida: AB current=3 box=4; Jarren Duran: H current=1 box=0; Mickey Gasper: H current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match BOS pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match BOS pitching: 2.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match BOS pitching: 9.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match BOS pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=34 matches BOS BF=34.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match ATL pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match ATL pitching: 0.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match ATL pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match ATL pitching: 9.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=32 matches ATL BF=32.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 0.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS 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_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.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.381/0.862.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 3, ATL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 0 - ATL 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ATL.{'winner_confidence': 0.64, 'h2h_net_margin': 1, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'ATL', 'confidence': 0.559541, 'actual_winner': 'ATL', 'actual_margin': 1, 'file': '20260515_BOS@ATL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_BOS@ATL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@ATL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 132.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 127.
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: 127.
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: 132.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS 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_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 1 - 5 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 0 - 6 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 6-0.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ATL wins 6-0.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 0-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 0-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 0-6 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 6-0.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 14/45 = 0.311.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 8/44 = 0.182.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match BOS pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match BOS pitching: 2.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match BOS pitching: 9.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match BOS pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=34 matches BOS BF=34.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match ATL pitching: 1.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match ATL pitching: 0.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match ATL pitching: 3.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match ATL pitching: 9.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=32 matches ATL BF=32.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 0.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS 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_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.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.381/0.862.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 3, ATL 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 0 - ATL 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ATL.{'winner_confidence': 0.64, 'h2h_net_margin': 1, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'ATL', 'confidence': 0.559541, 'actual_winner': 'ATL', 'actual_margin': 1, 'file': '20260515_BOS@ATL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_BOS@ATL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@ATL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 132.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 127.
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: 127.
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: 132.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS 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_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 1 - 5 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 0 - 6 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 6-0.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ATL wins 6-0.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 0-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 0-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 0-6 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 6-0.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 14/45 = 0.311.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 8/44 = 0.182.
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_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_vs_finalcross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=2; RBI: current=4, sim=6; R: current=5, sim=6; BB: current=0, sim=1; 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-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Mauricio Dubón: 3B current=0 box=1, RBI current=1 box=0, R current=0 box=1, SO current=1 box=0; Ozzie Albies: RBI current=0 box=1; Drake Baldwin: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Michael Harris II: H current=1 box=0, R current=1 box=0; Sandy León: H current=1 box=2, R current=0 box=1, SO current=1 box=0; José Azócar: R current=0 box=1, SO current=1 box=0; Matt Olson: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=3; Austin Riley: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=8, sim=3; 2B: current=0, sim=1; BB: current=0, sim=1; SO: current=7, sim=9; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Caleb Durbin: SO current=1 box=0; Marcelo Mayer: H current=1 box=0, SO current=1 box=3; Willson Contreras: H current=1 box=0; Ceddanne Rafaela: AB current=4 box=2, H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Wilyer Abreu: AB current=4 box=3, 2B current=0 box=1, BB current=0 box=1; Masataka Yoshida: AB current=3 box=4; Jarren Duran: H current=1 box=0; Mickey Gasper: H current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.7160077095031745.2730255126953125Base ML historical model prediction
variance_applied65Random variance applied (0.9-1.1)
enhanced_prediction150.640Enhanced ML with recent form, H2H, low-score analysis
capped_target15Capped at max 12 realistic runs
simulation_result06Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BOS00000000003
ATL21000030069
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBOSbatting33800000070000
currentBOSpitching926168.0600
currentATLbatting33900045080000
currentATLpitching300199.0000
simulationBOSbatting303100001901
simulationBOSpitching926168.0634132
simulationATLbatting339112661600
simulationATLpitching300199.0032127
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBOS3BCaleb Durbin030000000100.000
currentBOS2BMarcelo Mayer031000000100.333
currentBOS1BWillson Contreras041000000100.250
currentBOSCFCeddanne Rafaela041000000100.250
currentBOSRFWilyer Abreu041000000100.250
currentBOSDHMasataka Yoshida031000000000.333
currentBOSLFJarren Duran041000000100.250
currentBOSCMickey Gasper041000000000.250
currentBOSSSAndruw Monasterio041000000100.250
currentATLLFMauricio Dubón041000010100.250
currentATL2BOzzie Albies041000100100.250
currentATLDHDrake Baldwin041000110100.250
currentATLCFMichael Harris II041000100100.250
currentATLCSandy León031000000100.333
currentATLRFJosé Azócar031000000100.333
currentATL1BMatt Olson041000110100.250
currentATL3BAustin Riley041000110100.250
currentATLSSHa-Seong Kim031000000000.333
simulationBOS1LFJarren Duran440000000100.000
simulationBOS2CMickey Gasper440000000100.000
simulationBOS3RFWilyer Abreu431100001100.333
simulationBOS41BWillson Contreras440000000100.000
simulationBOS5DHMasataka Yoshida441000000000.250
simulationBOS6CFCeddanne Rafaela320000000210.000
simulationBOS72BMarcelo Mayer330000000300.000
simulationBOS8SSAndruw Monasterio331000000000.333
simulationBOS93BCaleb Durbin330000000000.000
simulationATL1DHDrake Baldwin430000001100.000
simulationATL22BOzzie Albies441000110100.250
simulationATL31BMatt Olson442101130100.500
simulationATL43BAustin Riley442001120100.500
simulationATL5LFMauricio Dubón441010100000.250
simulationATL6CFMichael Harris II440000000100.000
simulationATL7SSHa-Seong Kim440000000100.000
simulationATL8CSandy León332000100000.667
simulationATL9RFJosé Azócar331000100000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBOS1Payton TolleStarter5.1733031005.062.780.88
currentBOS2Aroldis ChapmanMiddle Reliever2.02331210013.500.610.82
currentBOS5Garrett WhitlockMiddle Reliever0.2000010000.003.121.10
currentATL1Bryce ElderStarter6.2200070000.001.811.01
currentATL2Raisel IglesiasMiddle Reliever1.0100010000.000.000.73
currentATL3Robert SuarezMiddle Reliever1.0000000000.000.470.88
currentATL4Dylan LeeMiddle Reliever0.1000110000.000.840.47
simulationBOS1Payton TolleStarter5.173303123885.062.780.88
simulationBOS2Aroldis ChapmanMiddle Reliever2.023312192913.500.610.82
simulationBOS3Garrett WhitlockMiddle Reliever0.20000102150.003.121.10
simulationATL1Bryce ElderStarter6.220007023900.001.811.01
simulationATL2Raisel IglesiasMiddle Reliever1.01000104160.000.000.73
simulationATL3Robert SuarezMiddle Reliever1.0000000360.000.470.88
simulationATL4Dylan LeeMiddle Reliever0.10001102150.000.840.47
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BOSPayton TolleStarter5.137032388
BOSAroldis ChapmanMiddle Reliever2.03212929
BOSGarrett WhitlockMiddle Reliever0.20001215
ATLBryce ElderStarter6.202072390
ATLRaisel IglesiasMiddle Reliever1.00101416
ATLRobert SuarezMiddle Reliever1.0000036
ATLDylan LeeMiddle Reliever0.10011215
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_CHC@CHW

20260516_CHC@CHW.json • 2026-05-16

CHC 6 - CHW 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; 2B: current=0, sim=2; RBI: current=4, sim=6; BB: current=4, sim=5; SO: current=8, sim=11; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Pete Crow-Armstrong: R current=1 box=0, SO current=1 box=2; Seiya Suzuki: AB current=4 box=5, BB current=1 box=0, SO current=1 box=2; Nico Hoerner: R current=0 box=1, BB current=0 box=1; Ian Happ: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2; Matt Shaw: AB current=3 box=5; Michael Busch: RBI current=1 box=0, R current=0 box=1; Alex Bregman: RBI current=0 box=1, BB current=0 box=1, SO current=1 box=2; Michael Conforto: AB current=3 box=4, H current=1 box=0, 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.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=7; 2B: current=0, sim=2; RBI: current=4, sim=5; R: current=6, sim=5; BB: current=3, sim=6; SO: current=10, sim=6; SF: 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-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Munetaka Murakami: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Chase Meidroth: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Miguel Vargas: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Sam Antonacci: RBI current=0 box=2, SF current=0 box=1; Jarred Kelenic: R current=0 box=1, SO current=1 box=0, HBP current=0 box=1; Tristan Peters: 2B current=0 box=1, RBI current=0 box=3, R current=0 box=1, SO current=1 box=0; Colson Montgomery: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Andrew Benintendi: AB current=4 box=3, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match CHW pitching: 5.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match CHW pitching: 9.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match CHW pitching: 11.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=43 matches CHW BF=43.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match CHC pitching: 6.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match CHC pitching: 0.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match CHC pitching: 7.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match CHC pitching: 6.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=41 matches CHC BF=41.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
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 11 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
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 9, CHW 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 6 - CHW 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CHC; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'CHW', 'opponent_team': 'CHC', 'h2h_net_margin': -5, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-05-15', 'predicted_team_runs': 5, 'opponent_runs': 10, 'margin_for_predicted_team': -5, 'winner': 'CHC'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'CHW', 'confidence': 0.533702, 'actual_winner': 'CHC', 'actual_margin': 5, 'path': '20260515_CHC@CHW.json'}]}, 'guardrail_predicted_team': 'CHW', 'guardrail_opponent_team': 'CHC', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'CHW', 'final_score_winner': 'CHC', 'pre_simulation_winner': 'CHC', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'CHC 6 - 5 CHW', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'CHC 6 - 5 CHW', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'advisory_box_score_draw', 'final_prediction_source': 'pre_simulation_target'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_CHC@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@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: 178.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 192.
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: 178.
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: 192.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW 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_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_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_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHC 6 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 6 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 6-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
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: CHC wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 6-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-5, final 6-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 6-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 12/45 = 0.267.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 17/44 = 0.386.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match CHW pitching: 5.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match CHW pitching: 9.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match CHW pitching: 11.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=43 matches CHW BF=43.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match CHC pitching: 6.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match CHC pitching: 0.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match CHC pitching: 7.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match CHC pitching: 6.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=41 matches CHC BF=41.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
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 11 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
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 9, CHW 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHC 6 - CHW 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CHC; cap=0.53, reasons=latest same-matchup result beat the predicted side; predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'CHW', 'opponent_team': 'CHC', 'h2h_net_margin': -5, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-05-15', 'predicted_team_runs': 5, 'opponent_runs': 10, 'margin_for_predicted_team': -5, 'winner': 'CHC'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'CHW', 'confidence': 0.533702, 'actual_winner': 'CHC', 'actual_margin': 5, 'path': '20260515_CHC@CHW.json'}]}, 'guardrail_predicted_team': 'CHW', 'guardrail_opponent_team': 'CHC', 'output_pre_simulation_winner': 'CHC', 'output_opponent_team': 'CHW', 'final_score_winner': 'CHC', 'pre_simulation_winner': 'CHC', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'CHC 6 - 5 CHW', 'winner': 'CHC'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'CHC 6 - 5 CHW', 'winner': 'CHC'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'advisory_box_score_draw', 'final_prediction_source': 'pre_simulation_target'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_CHC@CHW.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHC@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: 178.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 192.
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: 178.
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: 192.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW 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_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_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_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHC 6 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHC 6 - 5 CHW.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHC wins 6-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHC, final=CHC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
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: CHC wins 6-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHC wins 6-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-5, final 6-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 11.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHC wins 6-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 12/45 = 0.267.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 17/44 = 0.386.
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_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=33, sim=36; 2B: current=0, sim=2; RBI: current=4, sim=6; BB: current=4, sim=5; SO: current=8, sim=11; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Pete Crow-Armstrong: R current=1 box=0, SO current=1 box=2; Seiya Suzuki: AB current=4 box=5, BB current=1 box=0, SO current=1 box=2; Nico Hoerner: R current=0 box=1, BB current=0 box=1; Ian Happ: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2; Matt Shaw: AB current=3 box=5; Michael Busch: RBI current=1 box=0, R current=0 box=1; Alex Bregman: RBI current=0 box=1, BB current=0 box=1, SO current=1 box=2; Michael Conforto: AB current=3 box=4, H current=1 box=0, 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.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=9, sim=7; 2B: current=0, sim=2; RBI: current=4, sim=5; R: current=6, sim=5; BB: current=3, sim=6; SO: current=10, sim=6; SF: 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-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Munetaka Murakami: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Chase Meidroth: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Miguel Vargas: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Sam Antonacci: RBI current=0 box=2, SF current=0 box=1; Jarred Kelenic: R current=0 box=1, SO current=1 box=0, HBP current=0 box=1; Tristan Peters: 2B current=0 box=1, RBI current=0 box=3, R current=0 box=1, SO current=1 box=0; Colson Montgomery: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Andrew Benintendi: AB current=4 box=3, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.3519892692565927.3296613693237305Base ML historical model prediction
variance_applied57Random variance applied (0.9-1.1)
enhanced_prediction650.510Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
capped_target65Capped at max 12 realistic runs
simulation_result65Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHC00002400069
CHW02020100057
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHCbatting33900046480000
currentCHCpitching705669.0500
currentCHWbatting339000463100000
currentCHWpitching9065119.0600
simulationCHCbatting3692006651102
simulationCHCpitching705669.0541178
simulationCHWbatting327200556621
simulationCHWpitching9065119.0643192
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHCCFPete Crow-Armstrong041000100100.250
currentCHCRFSeiya Suzuki041000111100.250
currentCHCSSNico Hoerner041000010000.250
currentCHCDHIan Happ041000111100.250
currentCHC2BMatt Shaw031000000100.333
currentCHC1BMichael Busch041000011100.250
currentCHC3BAlex Bregman041000100100.250
currentCHCLFMichael Conforto031000101100.333
currentCHCCMiguel Amaya031000100100.333
currentCHW1BMunetaka Murakami041000111200.250
currentCHW2BChase Meidroth041000110100.250
currentCHW3BMiguel Vargas041000111100.250
currentCHWLFSam Antonacci041000100100.250
currentCHWRFJarred Kelenic031000000100.333
currentCHWCFTristan Peters031000000100.333
currentCHWSSColson Montgomery041000110100.250
currentCHWDHAndrew Benintendi041000000100.250
currentCHWCDrew Romo031000101100.333
simulationCHC1SSNico Hoerner541000111000.250
simulationCHC21BMichael Busch541000101100.250
simulationCHC33BAlex Bregman541000111200.250
simulationCHC4DHIan Happ532100122100.667
simulationCHC5RFSeiya Suzuki551000110200.200
simulationCHC6LFMichael Conforto540000110210.000
simulationCHC72BMatt Shaw551000000100.200
simulationCHC8CFPete Crow-Armstrong441000000200.250
simulationCHC9CMiguel Amaya431100000010.333
simulationCHW1LFSam Antonacci541000120100.250
simulationCHW21BMunetaka Murakami530000002000.000
simulationCHW33BMiguel Vargas550000000200.000
simulationCHW4SSColson Montgomery540000001200.000
simulationCHW52BChase Meidroth542100101000.500
simulationCHW6DHAndrew Benintendi432000101000.667
simulationCHW7RFJarred Kelenic431000100010.333
simulationCHW8CFTristan Peters431100130000.333
simulationCHW9CDrew Romo430000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHC1Jameson TaillonStarter5.2433340004.763.941.14
currentCHC2Daniel PalenciaMiddle Reliever1.0211200009.002.251.12
currentCHC3Jacob WebbMiddle Reliever1.0000010000.003.441.47
currentCHC4Phil MatonMiddle Reliever1.0111000009.007.711.63
currentCHC5Hoby MilnerMiddle Reliever0.1000110000.002.210.98
currentCHW1Davis MartinStarter7.05114100001.291.621.00
currentCHW2Grant TaylorMiddle Reliever1.0000010000.001.421.26
currentCHW3Bryan HudsonMiddle Reliever1.0000000000.001.541.63
currentCHW5Sean NewcombMiddle Reliever0.0011000007.711.71
currentCHW6Seranthony DomínguezMiddle Reliever0.04441000013.503.00
simulationCHC1Jameson TaillonStarter5.243334024994.763.941.14
simulationCHC2Daniel PalenciaMiddle Reliever1.02112007279.002.251.12
simulationCHC3Phil MatonMiddle Reliever1.01110004179.007.711.63
simulationCHC4Jacob WebbMiddle Reliever1.00000103180.003.441.47
simulationCHC5Hoby MilnerMiddle Reliever0.10001103170.002.210.98
simulationCHW1Davis MartinStarter7.05114100301191.291.621.00
simulationCHW2Seranthony DomínguezMiddle Reliever0.044410051613.503.00
simulationCHW3Grant TaylorMiddle Reliever1.00000104180.001.421.26
simulationCHW4Sean NewcombMiddle Reliever0.00110000217.711.71
simulationCHW5Bryan HudsonMiddle Reliever1.00000004180.001.541.63
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHCJameson TaillonStarter5.234342499
CHCDaniel PalenciaMiddle Reliever1.01220727
CHCJacob WebbMiddle Reliever1.00001318
CHCPhil MatonMiddle Reliever1.01100417
CHCHoby MilnerMiddle Reliever0.10011317
CHWDavis MartinStarter7.01541030119
CHWGrant TaylorMiddle Reliever1.00001418
CHWBryan HudsonMiddle Reliever1.00000418
CHWSean NewcombMiddle Reliever0.01000021
CHWSeranthony DomínguezMiddle Reliever0.04410516
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_CIN@CLE

20260516_CIN@CLE.json • 2026-05-16

CIN 5 - CLE 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=39; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=4, sim=5; R: current=6, sim=5; BB: current=5, sim=6; 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-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Ke'Bryan Hayes: AB current=3 box=5, H current=1 box=2, 3B current=0 box=1, RBI current=0 box=1; Elly De La Cruz: H current=1 box=2, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Jose Trevino: AB current=3 box=5, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; JJ Bleday: AB current=3 box=4, SO current=1 box=0; Spencer Steer: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Blake Dunn: AB current=4 box=5, RBI current=0 box=1, BB current=1 box=0; Dane Myers: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Sal Stewart: AB current=4 box=5, H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=39; HR: current=0, sim=1; RBI: current=3, sim=4; BB: current=5, sim=2; SO: current=7, 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-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Steven Kwan: AB current=4 box=5, H current=1 box=3, RBI current=0 box=2, R current=0 box=1; José Ramírez: AB current=4 box=5, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Chase DeLauter: RBI current=1 box=0, SO current=0 box=1; Kyle Manzardo: AB current=4 box=5, H current=1 box=2, R current=0 box=1, SO current=1 box=2; Daniel Schneemann: HR current=0 box=1, R current=0 box=1, BB current=1 box=0, HBP current=0 box=1; Travis Bazzana: AB current=3 box=4, H current=1 box=0, R current=1 box=0; Austin Hedges: AB current=3 box=4, RBI current=0 box=1, SO current=1 box=0; Angel Martínez: H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match CLE pitching: 6.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match CLE pitching: 9.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match CLE pitching: 6.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=46 matches CLE BF=46.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match CIN pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match CIN pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match CIN pitching: 9.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match CIN pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=42 matches CIN BF=42.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
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 9 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CIN 9, CLE 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 5 - CLE 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CIN; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result; latest same-series result flipped a stale matchup lean.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'CIN', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-05-15', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'CIN'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'CLE', 'confidence': 0.523662, 'actual_winner': 'CIN', 'actual_margin': 1, 'path': '20260515_CIN@CLE.json'}]}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'CIN', 'output_opponent_team': 'CLE', 'final_score_winner': 'CIN', 'pre_simulation_winner': 'CIN', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'CIN 6 - 5 CLE', 'winner': 'CIN'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CIN 5 - 4 CLE', 'winner': 'CIN'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -1, 'home_run_delta': -1, 'total_run_delta': -2, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'advisory_box_score_draw', 'final_prediction_source': 'pre_simulation_target'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_CIN@CLE.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@CLE.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 199.
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: 169.
PASSpitch_countsimulationCLEPITCH_COUNT_PITCHER_MATCHCLE pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCLEPITCH_COUNT_TOTAL_MATCHCLE pitch_count_summary total, row sum, and pitching total all match: 199.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 6 - 5 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 5 - 4 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CIN wins 5-4 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CIN, final=CIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
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: CIN wins 5-4 (Extra Innings - 10).
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CIN wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-5, final 5-4 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CIN wins 5-4 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 11/45 = 0.244.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 17/46 = 0.370.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match CLE pitching: 6.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match CLE pitching: 9.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match CLE pitching: 6.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=46 matches CLE BF=46.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match CIN pitching: 2.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match CIN pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match CIN pitching: 9.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match CIN pitching: 8.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=42 matches CIN BF=42.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCINCURRENT_LINEUP_SHAPECIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentCINCURRENT_MODEL_ZERO_FALLBACKCIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCINCURRENT_NAMES_PRESENTCIN current hitter names are populated.
PASScurrent_payloadcurrentCINCURRENT_PREDICTIONS_MATCH_FINALIZEDCIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
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 9 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 10 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: CIN 9, CLE 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CIN 5 - CLE 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for CIN; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result; latest same-series result flipped a stale matchup lean.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'CLE', 'opponent_team': 'CIN', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-05-15', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'CIN'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'CLE', 'confidence': 0.523662, 'actual_winner': 'CIN', 'actual_margin': 1, 'path': '20260515_CIN@CLE.json'}]}, 'guardrail_predicted_team': 'CLE', 'guardrail_opponent_team': 'CIN', 'output_pre_simulation_winner': 'CIN', 'output_opponent_team': 'CLE', 'final_score_winner': 'CIN', 'pre_simulation_winner': 'CIN', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'CIN 6 - 5 CLE', 'winner': 'CIN'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'CIN 5 - 4 CLE', 'winner': 'CIN'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -1, 'home_run_delta': -1, 'total_run_delta': -2, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'advisory_box_score_draw', 'final_prediction_source': 'pre_simulation_target'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_CIN@CLE.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CIN@CLE.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 169.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 199.
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: 169.
PASSpitch_countsimulationCLEPITCH_COUNT_PITCHER_MATCHCLE pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationCLEPITCH_COUNT_TOTAL_MATCHCLE pitch_count_summary total, row sum, and pitching total all match: 199.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CIN 6 - 5 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CIN 5 - 4 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CIN wins 5-4 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CIN, final=CIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
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: CIN wins 5-4 (Extra Innings - 10).
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CIN wins 5-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-5, final 5-4 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CIN wins 5-4 (Extra Innings - 10).
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCINRECENT_FORM_RANGECIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCINTEAM_RECENT_RECORDCIN wins and win_pct agree: 11/45 = 0.244.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 17/46 = 0.370.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCINCURRENT_PITCHER_DUPLICATIONCIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=39; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=4, sim=5; R: current=6, sim=5; BB: current=5, sim=6; 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-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Ke'Bryan Hayes: AB current=3 box=5, H current=1 box=2, 3B current=0 box=1, RBI current=0 box=1; Elly De La Cruz: H current=1 box=2, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Jose Trevino: AB current=3 box=5, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; JJ Bleday: AB current=3 box=4, SO current=1 box=0; Spencer Steer: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Blake Dunn: AB current=4 box=5, RBI current=0 box=1, BB current=1 box=0; Dane Myers: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Sal Stewart: AB current=4 box=5, H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=39; HR: current=0, sim=1; RBI: current=3, sim=4; BB: current=5, sim=2; SO: current=7, 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-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Steven Kwan: AB current=4 box=5, H current=1 box=3, RBI current=0 box=2, R current=0 box=1; José Ramírez: AB current=4 box=5, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Chase DeLauter: RBI current=1 box=0, SO current=0 box=1; Kyle Manzardo: AB current=4 box=5, H current=1 box=2, R current=0 box=1, SO current=1 box=2; Daniel Schneemann: HR current=0 box=1, R current=0 box=1, BB current=1 box=0, HBP current=0 box=1; Travis Bazzana: AB current=3 box=4, H current=1 box=0, R current=1 box=0; Austin Hedges: AB current=3 box=4, RBI current=0 box=1, SO current=1 box=0; Angel Martínez: H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.0180468559265144.797111511230469Base ML historical model prediction
variance_applied45Random variance applied (0.9-1.1)
enhanced_prediction650.510Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
capped_target65Capped at max 12 realistic runs
simulation_result54Final inning-by-inning simulation result
Inning-by-inning linescore
team12345678910RH
CIN100101001159
CLE202000000049
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCINbatting33900046590000
currentCINpitching9142810.0400
currentCLEbatting33900034570000
currentCLEpitching9156610.0500
simulationCINbatting399111556601
simulationCINpitching9142810.0442169
simulationCLEbatting399001442801
simulationCLEpitching9156610.0546199
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCIN3BKe'Bryan Hayes031000000100.333
currentCINSSElly De La Cruz041000110100.250
currentCINCJose Trevino031000000100.333
currentCINDHJJ Bleday031000111100.333
currentCINLFSpencer Steer041000100100.250
currentCINRFBlake Dunn041000101100.250
currentCINCFDane Myers041000111100.250
currentCIN1BSal Stewart041000101100.250
currentCIN2BMatt McLain041000011100.250
currentCLELFSteven Kwan041000001100.250
currentCLE3BJosé Ramírez041000101100.250
currentCLEDHChase DeLauter041000011000.250
currentCLE1BKyle Manzardo041000000100.250
currentCLECFDaniel Schneemann041000011100.250
currentCLE2BTravis Bazzana031000101100.333
currentCLECAustin Hedges031000100100.333
currentCLERFAngel Martínez041000110100.250
currentCLESSBrayan Rocchio031000000000.333
simulationCIN1CFDane Myers650000001200.000
simulationCIN2SSElly De La Cruz542000001100.500
simulationCIN31BSal Stewart550000000100.000
simulationCIN4LFSpencer Steer532100111110.667
simulationCIN5DHJJ Bleday541000111000.250
simulationCIN62BMatt McLain530000002000.000
simulationCIN7RFBlake Dunn551000110100.200
simulationCIN8CJose Trevino551001110000.200
simulationCIN93BKe'Bryan Hayes552010110000.400
simulationCLE1CFDaniel Schneemann541001110110.250
simulationCLE23BJosé Ramírez550000000100.000
simulationCLE3DHChase DeLauter541000001100.250
simulationCLE41BKyle Manzardo552000100200.400
simulationCLE52BTravis Bazzana540000001100.000
simulationCLE6LFSteven Kwan553000120100.600
simulationCLE7RFAngel Martínez440000000100.000
simulationCLE8CAustin Hedges441000110000.250
simulationCLE9SSBrayan Rocchio441000000000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCIN1Chris PaddackStarter4.0844221009.007.631.66
currentCIN2Brock BurkeMiddle Reliever1.1000020000.002.611.45
currentCIN3Graham AshcraftMiddle Reliever1.1000010000.001.661.20
currentCIN4Pierce JohnsonMiddle Reliever1.1000000000.003.501.28
currentCIN5Tony SantillanMiddle Reliever1.0100020000.003.501.28
currentCIN7Luis MeyReliever1.0000010000.00
currentCLE1Joey CantilloStarter5.2522240003.182.981.32
currentCLE2Cade SmithMiddle Reliever2.0111001004.503.051.11
currentCLE3Erik SabrowskiMiddle Reliever1.0000310000.001.860.88
currentCLE4Hunter GaddisMiddle Reliever0.23221000027.005.791.61
currentCLE5Matt FestaMiddle Reliever0.2000010000.004.871.18
simulationCIN1Chris PaddackStarter4.084422122849.007.631.66
simulationCIN2Graham AshcraftMiddle Reliever1.10000104180.001.661.20
simulationCIN3Tony SantillanMiddle Reliever1.01000204160.003.501.28
simulationCIN4Pierce JohnsonMiddle Reliever1.10000004170.003.501.28
simulationCIN5Brock BurkeMiddle Reliever1.10000205170.002.611.45
simulationCIN6Luis MeyReliever1.00000103170.003.381.25
simulationCLE1Joey CantilloStarter5.2522240241063.182.981.32
simulationCLE2Cade SmithMiddle Reliever2.01110017334.503.051.11
simulationCLE3Erik SabrowskiMiddle Reliever1.00003106250.001.860.88
simulationCLE4Matt FestaMiddle Reliever0.20000103140.004.871.18
simulationCLE5Hunter GaddisMiddle Reliever0.232210062127.005.791.61
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CINChris PaddackStarter4.048222284
CINBrock BurkeMiddle Reliever1.10002517
CINGraham AshcraftMiddle Reliever1.10001418
CINPierce JohnsonMiddle Reliever1.10000417
CINTony SantillanMiddle Reliever1.00102416
CINLuis MeyReliever1.00001317
CLEJoey CantilloStarter5.2252424106
CLECade SmithMiddle Reliever2.01100733
CLEErik SabrowskiMiddle Reliever1.00031625
CLEHunter GaddisMiddle Reliever0.22310621
CLEMatt FestaMiddle Reliever0.20001314
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_KC@STL

20260516_KC@STL.json • 2026-05-16

KC 3 - STL 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 93INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; RBI: current=1, sim=3; R: current=1, sim=3; BB: current=0, sim=3; SO: current=9, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Isaac Collins: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Carter Jensen: AB current=3 box=4, SO current=1 box=2; Bobby Witt Jr.: RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Maikel Garcia: AB current=4 box=2, BB current=0 box=2, SO current=1 box=0; Vinnie Pasquantino: H current=1 box=0; Jac Caglianone: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Michael Massey: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Kyle Isbel: AB current=3 box=4, H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (H: current=9, sim=10; 2B: current=0, sim=4; HR: current=0, sim=1; RBI: current=3, sim=4; R: current=3, sim=4; BB: current=1, sim=0; 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-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: José Fermin: SO current=1 box=0; Iván Herrera: H current=1 box=3, 2B current=0 box=3, RBI current=1 box=0, BB current=1 box=0; Pedro Pagés: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Alec Burleson: RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Masyn Winn: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Jordan Walker: 2B current=0 box=1; Thomas Saggese: AB current=3 box=4, H current=1 box=0; Victor Scott II: H 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.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match STL pitching: 3.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match STL pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match STL pitching: 6.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match STL pitching: 4.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=36 matches STL BF=36.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match KC pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match KC pitching: 10.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match KC pitching: 9.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches KC BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC 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_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASScurrent_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]: 0.463.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.537.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.537.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 10.4.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.284/0.667.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 6, STL 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 3 - STL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for STL.{'winner_confidence': 0.537258, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'STL', 'confidence': 0.529472, 'actual_winner': None, 'actual_margin': 0, 'file': '20260515_KC@STL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_KC@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@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: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 128.
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: 139.
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: 128.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: KC 3 - 4 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 3 - 4 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=STL, final=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.537.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: STL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
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: STL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 9/45 = 0.200.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 9/44 = 0.205.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match STL pitching: 3.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match STL pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match STL pitching: 6.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match STL pitching: 4.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=36 matches STL BF=36.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match KC pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match KC pitching: 10.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match KC pitching: 9.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=34 matches KC BF=34.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC 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_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASScurrent_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]: 0.463.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.537.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.537.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 10.4.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.284/0.667.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 6, STL 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 3 - STL 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: STL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for STL.{'winner_confidence': 0.537258, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'STL', 'confidence': 0.529472, 'actual_winner': None, 'actual_margin': 0, 'file': '20260515_KC@STL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_KC@STL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@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: 139.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 128.
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: 139.
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: 128.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: KC 3 - 4 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 3 - 4 STL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: STL wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=STL, final=STL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.537.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: STL wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: STL wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
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: STL wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 9/45 = 0.200.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 9/44 = 0.205.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; RBI: current=1, sim=3; R: current=1, sim=3; BB: current=0, sim=3; SO: current=9, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Isaac Collins: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1; Carter Jensen: AB current=3 box=4, SO current=1 box=2; Bobby Witt Jr.: RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Maikel Garcia: AB current=4 box=2, BB current=0 box=2, SO current=1 box=0; Vinnie Pasquantino: H current=1 box=0; Jac Caglianone: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Michael Massey: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Kyle Isbel: AB current=3 box=4, H current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (H: current=9, sim=10; 2B: current=0, sim=4; HR: current=0, sim=1; RBI: current=3, sim=4; R: current=3, sim=4; BB: current=1, sim=0; 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-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: José Fermin: SO current=1 box=0; Iván Herrera: H current=1 box=3, 2B current=0 box=3, RBI current=1 box=0, BB current=1 box=0; Pedro Pagés: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Alec Burleson: RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Masyn Winn: HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Jordan Walker: 2B current=0 box=1; Thomas Saggese: AB current=3 box=4, H current=1 box=0; Victor Scott II: H current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.7365446090698244.753571033477783Base ML historical model prediction
variance_applied45Random variance applied (0.9-1.1)
enhanced_prediction340.537Enhanced ML with recent form, H2H, low-score analysis
capped_target34Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
KC03000000036
STL100100200410
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentKCbatting32900011090000
currentKCpitching1014098.0400
currentSTLbatting33900033190000
currentSTLpitching603349.0300
simulationKCbatting336100333400
simulationKCpitching1014098.0434139
simulationSTLbatting3310401440910
simulationSTLpitching603349.0336128
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentKCLFIsaac Collins031000000100.333
currentKCCCarter Jensen031000000100.333
currentKCSSBobby Witt Jr.041000010100.250
currentKCDHSalvador Perez041000000100.250
currentKC3BMaikel Garcia041000100100.250
currentKC1BVinnie Pasquantino041000000100.250
currentKCRFJac Caglianone041000000100.250
currentKC2BMichael Massey031000000100.333
currentKCCFKyle Isbel031000000100.333
currentSTL3BJosé Fermin041000000100.250
currentSTLLFNathan Church041000000100.250
currentSTLDHIván Herrera041000111100.250
currentSTLCPedro Pagés031000000100.333
currentSTL1BAlec Burleson041000110100.250
currentSTLSSMasyn Winn041000000100.250
currentSTLRFJordan Walker041000110100.250
currentSTL2BThomas Saggese031000000100.333
currentSTLCFVictor Scott II031000000100.333
simulationKC13BMaikel Garcia421000102000.500
simulationKC2SSBobby Witt Jr.441000120000.250
simulationKC31BVinnie Pasquantino440000000100.000
simulationKC4DHSalvador Perez441000000100.250
simulationKC5CCarter Jensen441000000200.250
simulationKC6RFJac Caglianone430000001000.000
simulationKC7LFIsaac Collins442100110000.500
simulationKC82BMichael Massey440000000000.000
simulationKC9CFKyle Isbel440000000000.000
simulationSTL1SSMasyn Winn441001120100.250
simulationSTL2DHIván Herrera443300100100.750
simulationSTL3RFJordan Walker441100110100.250
simulationSTL41BAlec Burleson441000000200.250
simulationSTL53BJosé Fermin441000000000.250
simulationSTL62BThomas Saggese440000000100.000
simulationSTL7LFNathan Church441000000100.250
simulationSTL8CPedro Pagés320000110100.000
simulationSTL9CFVictor Scott II332000000100.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentKC1Noah CameronStarter5.0733090005.405.551.63
currentKC3Lucas ErcegMiddle Reliever2.0000000000.003.441.47
currentKC4Nick MearsMiddle Reliever1.0000000000.002.871.34
currentKC6Matt StrahmMiddle Reliever0.0311001003.861.29
currentSTL1Kyle LeahyStarter5.0633330005.404.311.59
currentSTL2George SorianoMiddle Reliever1.2000000000.003.381.23
currentSTL3JoJo RomeroMiddle Reliever1.0000010000.003.221.21
currentSTL4Riley O'BrienMiddle Reliever1.1000000000.002.450.91
simulationKC1Noah CameronStarter5.073309022865.405.551.63
simulationKC2Lucas ErcegMiddle Reliever2.00000006230.003.441.47
simulationKC3Matt StrahmMiddle Reliever0.03110013163.861.29
simulationKC4Nick MearsMiddle Reliever1.00000003140.002.871.34
simulationSTL1Kyle LeahyStarter5.063333024935.404.311.59
simulationSTL2Riley O'BrienMiddle Reliever1.10000004130.002.450.91
simulationSTL3JoJo RomeroMiddle Reliever1.00000103170.003.221.21
simulationSTL4George SorianoMiddle Reliever1.2000000550.003.381.23
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
KCNoah CameronStarter5.037092286
KCLucas ErcegMiddle Reliever2.00000623
KCNick MearsMiddle Reliever1.00000314
KCMatt StrahmMiddle Reliever0.01300316
STLKyle LeahyStarter5.036332493
STLGeorge SorianoMiddle Reliever1.2000055
STLJoJo RomeroMiddle Reliever1.00001317
STLRiley O'BrienMiddle Reliever1.10000413
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_LAD@LAA

20260516_LAD@LAA.json • 2026-05-16

LAD 4 - LAA 2
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=35, sim=32; H: current=9, sim=5; HR: current=0, sim=1; SO: current=10, sim=8).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: Jose Siri: AB current=4 box=3, H current=1 box=0; Oswald Peraza: AB current=4 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=2; Vaughn Grissom: H current=1 box=2, HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Jo Adell: RBI current=1 box=0, SO current=1 box=0; Logan O'Hoppe: H current=1 box=0, SO current=1 box=0; Nolan Schanuel: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Zach Neto: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=3; Jorge Soler: SO current=2 box=1New 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 (H: current=9, sim=7; 2B: current=0, sim=3; R: current=6, sim=4; SO: current=9, sim=8; 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-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Hyeseong Kim: AB current=3 box=4, H current=1 box=0; Teoscar Hernández: 2B current=0 box=1, SO current=1 box=0; Freddie Freeman: AB current=4 box=3, BB current=0 box=1; Will Smith: H current=1 box=0, RBI current=1 box=0; Shohei Ohtani: AB current=4 box=2, H current=1 box=0, RBI current=0 box=1, SF current=0 box=1; Alex Call: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Mookie Betts: RBI current=1 box=0, R current=1 box=0; Max Muncy: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match LAD pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match LAD pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match LAD pitching: 8.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=34 matches LAD BF=34.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match LAA pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match LAA pitching: 7.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match LAA pitching: 8.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=36 matches LAA BF=36.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA 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_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_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]: 0.536.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.536.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.464.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.381/0.862.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAD 7, LAA 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 4 - LAA 2.
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': 0.536484, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'LAD', 'confidence': 0.521922, 'actual_winner': None, 'actual_margin': 0, 'file': '20260515_LAD@LAA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_LAD@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@LAA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 142.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
PASSpitch_countsimulationLAAPITCH_COUNT_PITCHER_MATCHLAA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLAAPITCH_COUNT_TOTAL_MATCHLAA pitch_count_summary total, row sum, and pitching total all match: 143.
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: 142.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 3 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 4 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.536.
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: LAD wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 4-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-2, final 4-2 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 4-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 10/45 = 0.222.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 14/45 = 0.311.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match LAD pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match LAD pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match LAD pitching: 8.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=34 matches LAD BF=34.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match LAA pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match LAA pitching: 7.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match LAA pitching: 8.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=36 matches LAA BF=36.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA 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_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_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]: 0.536.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.536.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.464.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.381/0.862.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: LAD 7, LAA 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 4 - LAA 2.
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': 0.536484, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'LAD', 'confidence': 0.521922, 'actual_winner': None, 'actual_margin': 0, 'file': '20260515_LAD@LAA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_LAD@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@LAA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 142.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 143.
PASSpitch_countsimulationLAAPITCH_COUNT_PITCHER_MATCHLAA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationLAAPITCH_COUNT_TOTAL_MATCHLAA pitch_count_summary total, row sum, and pitching total all match: 143.
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: 142.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 3 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 4 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=LAD, final=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.536.
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: LAD wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 4-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-2, final 4-2 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 4-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 10/45 = 0.222.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 14/45 = 0.311.
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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=35, sim=32; H: current=9, sim=5; HR: current=0, sim=1; SO: current=10, sim=8).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: Jose Siri: AB current=4 box=3, H current=1 box=0; Oswald Peraza: AB current=4 box=2, H current=1 box=0, BB current=0 box=2, SO current=1 box=2; Vaughn Grissom: H current=1 box=2, HR current=0 box=1, R current=0 box=1, SO current=1 box=0; Jo Adell: RBI current=1 box=0, SO current=1 box=0; Logan O'Hoppe: H current=1 box=0, SO current=1 box=0; Nolan Schanuel: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Zach Neto: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=3; Jorge Soler: SO current=2 box=1New 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 (H: current=9, sim=7; 2B: current=0, sim=3; R: current=6, sim=4; SO: current=9, sim=8; 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-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Hyeseong Kim: AB current=3 box=4, H current=1 box=0; Teoscar Hernández: 2B current=0 box=1, SO current=1 box=0; Freddie Freeman: AB current=4 box=3, BB current=0 box=1; Will Smith: H current=1 box=0, RBI current=1 box=0; Shohei Ohtani: AB current=4 box=2, H current=1 box=0, RBI current=0 box=1, SF current=0 box=1; Alex Call: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Mookie Betts: RBI current=1 box=0, R current=1 box=0; Max Muncy: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml2.9806022644042973.675942897796631Base ML historical model prediction
variance_applied34Random variance applied (0.9-1.1)
enhanced_prediction320.536Enhanced ML with recent form, H2H, low-score analysis
capped_target32Capped at max 12 realistic runs
simulation_result42Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAD00000040047
LAA11000000025
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLADbatting33900046290000
currentLADpitching512289.0200
currentLAAbatting359000222100000
currentLAApitching704289.0400
simulationLADbatting337300442810
simulationLADpitching512289.0234142
simulationLAAbatting325001222800
simulationLAApitching704289.0436143
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLAD2BHyeseong Kim031000000100.333
currentLADLFTeoscar Hernández041000110100.250
currentLAD1BFreddie Freeman041000000100.250
currentLADCWill Smith041000010100.250
currentLADDHShohei Ohtani041000101100.250
currentLADRFAlex Call031000101100.333
currentLADSSMookie Betts041000110100.250
currentLAD3BMax Muncy031000100100.333
currentLADCFAndy Pages041000110100.250
currentLAALFJose Siri041000000100.250
currentLAA2BOswald Peraza041000000100.250
currentLAA3BVaughn Grissom041000010100.250
currentLAARFJo Adell041000010100.250
currentLAACLogan O'Hoppe031000000100.333
currentLAA1BNolan Schanuel041000000100.250
currentLAASSZach Neto041000101100.250
currentLAADHJorge Soler041000000200.250
currentLAACFMike Trout041000101100.250
simulationLAD1DHShohei Ohtani420000111100.000
simulationLAD2SSMookie Betts441000000100.250
simulationLAD31BFreddie Freeman431000001100.333
simulationLAD4CWill Smith440000000100.000
simulationLAD5CFAndy Pages441000000100.250
simulationLAD63BMax Muncy442100110100.500
simulationLAD7LFTeoscar Hernández441100110000.250
simulationLAD8RFAlex Call441100110100.250
simulationLAD92BHyeseong Kim440000000100.000
simulationLAA13BVaughn Grissom442001110000.500
simulationLAA2CFMike Trout440000000100.000
simulationLAA3SSZach Neto440000000300.000
simulationLAA4DHJorge Soler441000000100.250
simulationLAA5RFJo Adell441000000000.250
simulationLAA62BOswald Peraza420000002200.000
simulationLAA71BNolan Schanuel441000110000.250
simulationLAA8CLogan O'Hoppe330000000000.000
simulationLAA9LFJose Siri330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAD1Justin WrobleskiStarter7.0322251002.572.420.99
currentLAD2Tanner ScottMiddle Reliever1.0000010000.001.470.60
currentLAD3Alex VesiaMiddle Reliever0.2100010000.002.931.04
currentLAD6Kyle HurtMiddle Reliever0.1100010000.000.750.67
currentLAA1José SorianoStarter6.1222260002.841.661.05
currentLAA2Ryan ZeferjahnMiddle Reliever1.14220000013.504.151.06
currentLAA3Sam BachmanMiddle Reliever1.1000020000.003.101.03
currentLAA6Kirby YatesMiddle Reliever0.0100000006.751.50
simulationLAD1Justin WrobleskiStarter7.0322251261052.572.420.99
simulationLAD2Tanner ScottMiddle Reliever1.00000103140.001.470.60
simulationLAD3Alex VesiaMiddle Reliever0.21000103110.002.931.04
simulationLAD4Kyle HurtMiddle Reliever0.11000102120.000.750.67
simulationLAA1José SorianoStarter6.122226023952.841.661.05
simulationLAA2Ryan ZeferjahnMiddle Reliever1.14220008913.504.151.06
simulationLAA3Sam BachmanMiddle Reliever1.10000204200.003.101.03
simulationLAA4Kirby YatesMiddle Reliever0.01000001196.751.50
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LADJustin WrobleskiStarter7.0232526105
LADTanner ScottMiddle Reliever1.00001314
LADAlex VesiaMiddle Reliever0.20101311
LADKyle HurtMiddle Reliever0.10101212
LAAJosé SorianoStarter6.122262395
LAARyan ZeferjahnMiddle Reliever1.1240089
LAASam BachmanMiddle Reliever1.10002420
LAAKirby YatesMiddle Reliever0.00100119
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_MIA@TB

20260516_MIA@TB.json • 2026-05-16

MIA 1 - 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
WARNPrediction target vs final simulation drift
The inning simulation can vary from ML target, but large drift should be reviewed or explicitly documented as acceptable variance.
0C / 0E / 1W-Final total runs 6 differs from low-score expected_total_runs 10.3 by more than 4.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 differs from low-score expected_total_runs 10.3 by more than 4.
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 differs from low-score expected_total_runs 10.3 by more than 4.
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_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-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=9, sim=3; 2B: current=0, sim=2; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Connor Norby: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Xavier Edwards: H current=1 box=0, R current=1 box=0; Liam Hicks: H current=1 box=0, RBI current=1 box=0, SO current=0 box=1; Otto Lopez: 2B current=0 box=1; Joe Mack: H current=1 box=0, SO current=1 box=2; Jakob Marsee: AB current=4 box=3, H current=1 box=0, BB current=1 box=0, SO current=1 box=0; Javier Sanoja: AB current=4 box=3, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=30; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=5; R: current=3, sim=5; BB: current=1, sim=6; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Jake Fraley: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1; Hunter Feduccia: AB current=3 box=2, H current=1 box=0, BB current=0 box=2; Junior Caminero: R current=1 box=0, SO current=1 box=2; Richie Palacios: R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Chandler Simpson: H current=1 box=2, RBI current=0 box=1, BB current=0 box=1; Cedric Mullins: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Yandy Díaz: AB current=4 box=3, H current=1 box=0, R current=0 box=1, SO current=0 box=1; Jonathan Aranda: AB current=4 box=2, HR current=0 box=1, RBI current=1 box=2, 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.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match TB pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match TB pitching: 0.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match TB pitching: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match TB pitching: 9.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=31 matches TB BF=31.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match MIA pitching: 6.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match MIA pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match MIA pitching: 7.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=37 matches MIA BF=37.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA 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_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASScurrent_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.399.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.601.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.601.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIA 3, TB 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 1 - 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': 0.600947, 'h2h_net_margin': 5, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'TB', 'confidence': 0.535378, 'actual_winner': 'TB', 'actual_margin': 5, 'file': '20260515_MIA@TB.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_MIA@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@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: 162.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 126.
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: 162.
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: 126.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA 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_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA 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: MIA 1 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 1 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.601.
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: TB wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 1-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 11/45 = 0.244.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 13/43 = 0.302.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match TB pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match TB pitching: 0.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match TB pitching: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match TB pitching: 9.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=31 matches TB BF=31.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match MIA pitching: 6.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match MIA pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match MIA pitching: 7.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=37 matches MIA BF=37.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA 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_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASScurrent_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.399.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.601.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.601.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIA 3, TB 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 1 - 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': 0.600947, 'h2h_net_margin': 5, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'TB', 'confidence': 0.535378, 'actual_winner': 'TB', 'actual_margin': 5, 'file': '20260515_MIA@TB.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_MIA@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@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: 162.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 126.
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: 162.
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: 126.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA 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_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA 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: MIA 1 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 1 - 5 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TB, final=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.601.
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: TB wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 1-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 11/45 = 0.244.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 13/43 = 0.302.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=9, sim=3; 2B: current=0, sim=2; SO: current=8, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Connor Norby: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Xavier Edwards: H current=1 box=0, R current=1 box=0; Liam Hicks: H current=1 box=0, RBI current=1 box=0, SO current=0 box=1; Otto Lopez: 2B current=0 box=1; Joe Mack: H current=1 box=0, SO current=1 box=2; Jakob Marsee: AB current=4 box=3, H current=1 box=0, BB current=1 box=0, SO current=1 box=0; Javier Sanoja: AB current=4 box=3, H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=32, sim=30; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=5; R: current=3, sim=5; BB: current=1, sim=6; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Jake Fraley: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1; Hunter Feduccia: AB current=3 box=2, H current=1 box=0, BB current=0 box=2; Junior Caminero: R current=1 box=0, SO current=1 box=2; Richie Palacios: R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Chandler Simpson: H current=1 box=2, RBI current=0 box=1, BB current=0 box=1; Cedric Mullins: H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Yandy Díaz: AB current=4 box=3, H current=1 box=0, R current=0 box=1, SO current=0 box=1; Jonathan Aranda: AB current=4 box=2, HR current=0 box=1, RBI current=1 box=2, 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_ml2.8854091167449954.5114593505859375Base ML historical model prediction
variance_applied35Random variance applied (0.9-1.1)
enhanced_prediction150.601Enhanced ML with recent form, H2H, low-score analysis
capped_target15Capped at max 12 realistic runs
simulation_result15Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIA01000000013
TB21001010057
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMIAbatting33900011180000
currentMIApitching715688.0500
currentTBbatting32900033170000
currentTBpitching301199.0100
simulationMIAbatting303200111900
simulationMIApitching715688.0537162
simulationTBbatting307101556810
simulationTBpitching301199.0131126
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIALFKyle Stowers041000000100.250
currentMIA1BConnor Norby031000000100.333
currentMIA2BXavier Edwards041000100100.250
currentMIADHLiam Hicks041000010000.250
currentMIASSOtto Lopez041000000100.250
currentMIACJoe Mack031000000100.333
currentMIACFJakob Marsee041000001100.250
currentMIA3BJavier Sanoja041000000100.250
currentMIARFOwen Caissie031000000100.333
currentTBRFJake Fraley031000000100.333
currentTBCHunter Feduccia031000000100.333
currentTB3BJunior Caminero041000100100.250
currentTB2BRichie Palacios031000000100.333
currentTBLFChandler Simpson041000100000.250
currentTBCFCedric Mullins041000010100.250
currentTBDHYandy Díaz041000010000.250
currentTB1BJonathan Aranda041000111100.250
currentTBSSTaylor Walls031000000100.333
simulationMIA12BXavier Edwards440000000100.000
simulationMIA2DHLiam Hicks440000000100.000
simulationMIA3SSOtto Lopez441100000100.250
simulationMIA4LFKyle Stowers430000001100.000
simulationMIA51BConnor Norby331100110000.333
simulationMIA6CFJakob Marsee330000000000.000
simulationMIA73BJavier Sanoja330000000100.000
simulationMIA8RFOwen Caissie331000000200.333
simulationMIA9CJoe Mack330000000200.000
simulationTB1LFChandler Simpson542000111000.500
simulationTB23BJunior Caminero441000000200.250
simulationTB31BJonathan Aranda421001122000.500
simulationTB4DHYandy Díaz430000110100.000
simulationTB5RFJake Fraley441000110100.250
simulationTB62BRichie Palacios431000101000.333
simulationTB7CFCedric Mullins440000000200.000
simulationTB8CHunter Feduccia420000002100.000
simulationTB9SSTaylor Walls441100000100.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIA1Sandy AlcantaraStarter6.0544361006.003.901.27
currentMIA2Tyler PhillipsMiddle Reliever1.1000120000.001.081.24
currentMIA3Calvin FaucherMiddle Reliever0.2000100000.003.061.42
currentMIA6Pete FairbanksMiddle Reliever0.02111000010.001.44
currentTB1Nick MartinezStarter6.0311160001.501.701.05
currentTB2Bryan BakerMiddle Reliever1.0000000000.002.601.04
currentTB3Cole SulserMiddle Reliever1.0000030000.002.451.23
currentTB4Garrett CleavingerMiddle Reliever1.0000000000.003.861.71
simulationMIA1Sandy AlcantaraStarter6.0544361261036.003.901.27
simulationMIA2Tyler PhillipsMiddle Reliever1.10001205280.001.081.24
simulationMIA3Pete FairbanksMiddle Reliever0.021110031710.001.44
simulationMIA4Calvin FaucherMiddle Reliever0.20001003140.003.061.42
simulationTB1Nick MartinezStarter6.031116022891.501.701.05
simulationTB2Bryan BakerMiddle Reliever1.00000003150.002.601.04
simulationTB3Cole SulserMiddle Reliever1.0000030380.002.451.23
simulationTB4Garrett CleavingerMiddle Reliever1.00000003140.003.861.71
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MIASandy AlcantaraStarter6.0453626103
MIATyler PhillipsMiddle Reliever1.10012528
MIACalvin FaucherMiddle Reliever0.20010314
MIAPete FairbanksMiddle Reliever0.01210317
TBNick MartinezStarter6.013162289
TBBryan BakerMiddle Reliever1.00000315
TBCole SulserMiddle Reliever1.0000338
TBGarrett CleavingerMiddle 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_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_ANALYSISwarning0012Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_MIL@MIN

20260516_MIL@MIN.json • 2026-05-16

MIL 5 - MIN 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; HR: current=0, sim=2; BB: current=3, 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-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Andrew Vaughn: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Gary Sánchez: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=3; Luis Rengifo: AB current=4 box=5, H current=1 box=3, RBI current=1 box=2, R current=0 box=1; Jackson Chourio: AB current=5 box=4, H current=1 box=0, SO current=2 box=1, HBP current=0 box=1; Sal Frelick: H current=1 box=0, R current=1 box=0, SO current=1 box=0; William Contreras: H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; Brice Turang: HR current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Blake Perkins: HR 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.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=2; BB: current=3, sim=1; 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-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Austin Martin: BB current=1 box=0; Brooks Lee: H current=1 box=0, SO current=1 box=0; Ryan Jeffers: 2B current=0 box=1, BB current=1 box=0; Tristan Gray: HR current=0 box=1, R current=0 box=1; Kody Clemens: AB current=3 box=4, R current=1 box=0; James Outman: AB current=4 box=2, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Josh Bell: RBI current=1 box=0, SO current=1 box=0; Trevor Larnach: AB current=3 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match MIN pitching: 5.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match MIN pitching: 2.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match MIN pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match MIN pitching: 9.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=42 matches MIN BF=42.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match MIL pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match MIL pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match MIL pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match MIL pitching: 6.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=35 matches MIL BF=35.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN 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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.620.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.620.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.380.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
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, MIN 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 5 - MIN 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.620097, 'h2h_net_margin': 1, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'MIL', 'confidence': 0.51, 'actual_winner': 'MIL', 'actual_margin': 1, 'file': '20260515_MIL@MIN.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_MIL@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@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: 135.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 172.
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: 135.
PASSpitch_countsimulationMINPITCH_COUNT_PITCHER_MATCHMIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMINPITCH_COUNT_TOTAL_MATCHMIN pitch_count_summary total, row sum, and pitching total all match: 172.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN 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_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_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_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: MIL 5 - 3 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 5 - 3 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIL, final=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.620.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
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.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
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 matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 17/42 = 0.405.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 9/45 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match MIN pitching: 5.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match MIN pitching: 2.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match MIN pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match MIN pitching: 9.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=42 matches MIN BF=42.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match MIL pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match MIL pitching: 2.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match MIL pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match MIL pitching: 6.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=35 matches MIL BF=35.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN 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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.620.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.620.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.380.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
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, MIN 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 5 - MIN 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.620097, 'h2h_net_margin': 1, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'MIL', 'confidence': 0.51, 'actual_winner': 'MIL', 'actual_margin': 1, 'file': '20260515_MIL@MIN.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_MIL@MIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@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: 135.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 172.
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: 135.
PASSpitch_countsimulationMINPITCH_COUNT_PITCHER_MATCHMIN pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMINPITCH_COUNT_TOTAL_MATCHMIN pitch_count_summary total, row sum, and pitching total all match: 172.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN 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_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_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_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: MIL 5 - 3 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 5 - 3 MIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 5-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=MIL, final=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.620.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
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.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
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 matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 17/42 = 0.405.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 9/45 = 0.200.
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_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-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; HR: current=0, sim=2; BB: current=3, 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-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Andrew Vaughn: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Gary Sánchez: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=3; Luis Rengifo: AB current=4 box=5, H current=1 box=3, RBI current=1 box=2, R current=0 box=1; Jackson Chourio: AB current=5 box=4, H current=1 box=0, SO current=2 box=1, HBP current=0 box=1; Sal Frelick: H current=1 box=0, R current=1 box=0, SO current=1 box=0; William Contreras: H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; Brice Turang: HR current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Blake Perkins: HR 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.
INFOcurrent_vs_finalcross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=2; BB: current=3, sim=1; 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-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Austin Martin: BB current=1 box=0; Brooks Lee: H current=1 box=0, SO current=1 box=0; Ryan Jeffers: 2B current=0 box=1, BB current=1 box=0; Tristan Gray: HR current=0 box=1, R current=0 box=1; Kody Clemens: AB current=3 box=4, R current=1 box=0; James Outman: AB current=4 box=2, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Josh Bell: RBI current=1 box=0, SO current=1 box=0; Trevor Larnach: AB current=3 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.8439583778381353.966951847076416Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction530.620Enhanced ML with recent form, H2H, low-score analysis
capped_target53Capped at max 12 realistic runs
simulation_result53Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIL10100030059
MIN00200010037
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMILbatting34900055390000
currentMILpitching723169.0300
currentMINbatting33900033390000
currentMINpitching925599.0500
simulationMILbatting369002555901
simulationMILpitching723169.0335135
simulationMINbatting347102331600
simulationMINpitching925599.0542172
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIL1BAndrew Vaughn041000110100.250
currentMILCGary Sánchez031000101100.333
currentMIL3BLuis Rengifo041000010000.250
currentMILLFJackson Chourio051000000200.200
currentMILRFSal Frelick041000100100.250
currentMILDHWilliam Contreras041000111100.250
currentMIL2BBrice Turang041000111100.250
currentMILCFBlake Perkins031000010100.333
currentMILSSJoey Ortiz031000000100.333
currentMINRFAustin Martin041000001100.250
currentMINSSBrooks Lee041000000100.250
currentMINCRyan Jeffers041000111100.250
currentMIN2BTristan Gray041000010100.250
currentMIN1BKody Clemens031000100100.333
currentMINCFJames Outman041000100100.250
currentMINDHJosh Bell041000010100.250
currentMINLFTrevor Larnach031000001100.333
currentMIN3BRoyce Lewis031000000100.333
simulationMIL1LFJackson Chourio540000000110.000
simulationMIL22BBrice Turang541001121200.250
simulationMIL3DHWilliam Contreras542000101000.500
simulationMIL41BAndrew Vaughn540000001100.000
simulationMIL53BLuis Rengifo553000120000.600
simulationMIL6CGary Sánchez540000001300.000
simulationMIL7RFSal Frelick440000000000.000
simulationMIL8CFBlake Perkins431001111100.333
simulationMIL9SSJoey Ortiz442000100100.500
simulationMIN1RFAustin Martin441000000100.250
simulationMIN2SSBrooks Lee440000000000.000
simulationMIN3CRyan Jeffers441100110100.250
simulationMIN4LFTrevor Larnach440000000000.000
simulationMIN5DHJosh Bell441000000000.250
simulationMIN61BKody Clemens441000000100.250
simulationMIN73BRoyce Lewis441001110200.250
simulationMIN82BTristan Gray441001110100.250
simulationMIN9CFJames Outman321000001000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIL1Logan HendersonStarter4.1422031004.154.150.92
currentMIL2Aaron AshbyMiddle Reliever2.0100100000.002.171.31
currentMIL3Abner UribeMiddle Reliever1.1111021006.754.671.21
currentMIL5Trevor MegillMiddle Reliever1.1100010000.003.381.12
currentMIN1Connor PrielippStarter5.0422270003.603.321.00
currentMIN2Eric OrzeMiddle Reliever1.1100010000.004.261.47
currentMIN3Taylor RogersMiddle Reliever1.1000110000.002.601.44
currentMIN4Justin TopaMiddle Reliever1.14332020020.256.751.77
simulationMIL1Logan HendersonStarter4.142203117674.154.150.92
simulationMIL2Abner UribeMiddle Reliever1.11110215206.754.671.21
simulationMIL3Aaron AshbyMiddle Reliever2.01001008280.002.171.31
simulationMIL4Trevor MegillMiddle Reliever1.11000105200.003.381.12
simulationMIN1Connor PrielippStarter5.042227022943.603.321.00
simulationMIN2Justin TopaMiddle Reliever1.1433202103720.256.751.77
simulationMIN3Eric OrzeMiddle Reliever1.11000105200.004.261.47
simulationMIN4Taylor RogersMiddle Reliever1.10001105210.002.601.44
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MILLogan HendersonStarter4.124031767
MILAaron AshbyMiddle Reliever2.00110828
MILAbner UribeMiddle Reliever1.11102520
MILTrevor MegillMiddle Reliever1.10101520
MINConnor PrielippStarter5.024272294
MINEric OrzeMiddle Reliever1.10101520
MINTaylor RogersMiddle Reliever1.10011521
MINJustin TopaMiddle Reliever1.134201037
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_NYY@NYM

20260516_NYY@NYM.json • 2026-05-16

NYY 5 - NYM 2
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; R: current=1, sim=2; BB: current=2, sim=1; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Mark Vientos: RBI current=1 box=0, SO current=1 box=0; Juan Soto: RBI current=1 box=0, BB current=1 box=0, SO current=1 box=0; Austin Slater: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Carson Benge: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Bo Bichette: SO current=1 box=2; A.J. Ewing: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Luis Torrens: H current=1 box=0, SO current=1 box=0; Brett Baty: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=6, sim=5; R: current=6, sim=5; BB: current=6, sim=2; 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-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Amed Rosario: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2, SO current=1 box=3; Cody Bellinger: AB current=4 box=2, RBI current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Jazz Chisholm Jr.: H current=1 box=0, SO current=1 box=3; Austin Wells: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Paul Goldschmidt: H current=1 box=3, 2B current=0 box=2, RBI current=1 box=2, SO current=1 box=0; Ben Rice: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Anthony Volpe: AB current=3 box=4, H current=1 box=0, BB current=2 box=0; Aaron Judge: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match NYY pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match NYY pitching: 0.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match NYY pitching: 7.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match NYY pitching: 7.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=35 matches NYY BF=35.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match NYM pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match NYM pitching: 10.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=37 matches NYM BF=37.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASScurrent_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.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 10.4.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.263/0.625.
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: NYY 7, NYM 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 5 - NYM 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': 0.64, 'h2h_net_margin': 3, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'NYY', 'confidence': 0.534149, 'actual_winner': 'NYY', 'actual_margin': 3, 'file': '20260515_NYY@NYM.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_NYY@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@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: 122.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
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: 154.
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: 122.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
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_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_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.
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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 4 - 2 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 5 - 2 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
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: 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 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-2, final 5-2 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY 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_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 17/44 = 0.386.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 16/45 = 0.356.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match NYY pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match NYY pitching: 0.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match NYY pitching: 7.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match NYY pitching: 7.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=35 matches NYY BF=35.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match NYM pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match NYM pitching: 10.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=37 matches NYM BF=37.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASScurrent_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.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 10.4.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.263/0.625.
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: NYY 7, NYM 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 5 - NYM 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': 0.64, 'h2h_net_margin': 3, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'NYY', 'confidence': 0.534149, 'actual_winner': 'NYY', 'actual_margin': 3, 'file': '20260515_NYY@NYM.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_NYY@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@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: 122.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 154.
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: 154.
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: 122.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
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_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_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.
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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 4 - 2 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 5 - 2 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
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: 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 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-2, final 5-2 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY 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_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 17/44 = 0.386.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 16/45 = 0.356.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; R: current=1, sim=2; BB: current=2, sim=1; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Mark Vientos: RBI current=1 box=0, SO current=1 box=0; Juan Soto: RBI current=1 box=0, BB current=1 box=0, SO current=1 box=0; Austin Slater: AB current=3 box=4, H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Carson Benge: AB current=4 box=3, H current=1 box=0, BB current=0 box=1; Bo Bichette: SO current=1 box=2; A.J. Ewing: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, BB current=1 box=0; Luis Torrens: H current=1 box=0, SO current=1 box=0; Brett Baty: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=6, sim=5; R: current=6, sim=5; BB: current=6, sim=2; 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-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Amed Rosario: AB current=3 box=4, HR current=0 box=1, RBI current=1 box=2, SO current=1 box=3; Cody Bellinger: AB current=4 box=2, RBI current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Jazz Chisholm Jr.: H current=1 box=0, SO current=1 box=3; Austin Wells: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Paul Goldschmidt: H current=1 box=3, 2B current=0 box=2, RBI current=1 box=2, SO current=1 box=0; Ben Rice: AB current=4 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Anthony Volpe: AB current=3 box=4, H current=1 box=0, BB current=2 box=0; Aaron Judge: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.2195816040039061.965072751045227Base ML historical model prediction
variance_applied42Random variance applied (0.9-1.1)
enhanced_prediction420.640Enhanced ML with recent form, H2H, low-score analysis
capped_target42Capped at max 12 realistic runs
simulation_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYY10010300057
NYM01010000027
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYYbatting33900066690000
currentNYYpitching702179.0200
currentNYMbatting33900021290000
currentNYMpitching7152109.0500
simulationNYYbatting3472015521001
simulationNYYpitching702179.0235122
simulationNYMbatting347100221700
simulationNYMpitching7152109.0537154
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYY3BAmed Rosario031000110100.333
currentNYYLFCody Bellinger041000111100.250
currentNYY2BJazz Chisholm Jr.041000000100.250
currentNYYCAustin Wells031000000100.333
currentNYY1BPaul Goldschmidt041000110100.250
currentNYYDHBen Rice041000111100.250
currentNYYSSAnthony Volpe031000002100.333
currentNYYRFAaron Judge041000111100.250
currentNYYCFTrent Grisham041000111100.250
currentNYM1BMark Vientos041000010100.250
currentNYMLFJuan Soto041000011100.250
currentNYMDHAustin Slater031000000100.333
currentNYMRFCarson Benge041000000100.250
currentNYM2BMarcus Semien041000000100.250
currentNYMSSBo Bichette041000000100.250
currentNYMCFA.J. Ewing031000101100.333
currentNYMCLuis Torrens031000000100.333
currentNYM3BBrett Baty041000000100.250
simulationNYY1DHBen Rice550000000200.000
simulationNYY2RFAaron Judge430000101000.000
simulationNYY3LFCody Bellinger421000101010.500
simulationNYY41BPaul Goldschmidt443200120000.750
simulationNYY52BJazz Chisholm Jr.440000000300.000
simulationNYY63BAmed Rosario441001120300.250
simulationNYY7CFTrent Grisham442000110100.500
simulationNYY8SSAnthony Volpe440000000100.000
simulationNYY9CAustin Wells440000000000.000
simulationNYM1RFCarson Benge430000001100.000
simulationNYM2SSBo Bichette441000000200.250
simulationNYM3LFJuan Soto441000000000.250
simulationNYM41BMark Vientos441000000000.250
simulationNYM52BMarcus Semien441000000100.250
simulationNYM6CFA.J. Ewing441100110100.250
simulationNYM7DHAustin Slater442000110100.500
simulationNYM83BBrett Baty440000000100.000
simulationNYM9CLuis Torrens330000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYY1Carlos RodónStarter4.1522140004.156.231.62
currentNYY3David BednarMiddle Reliever2.2000010000.003.791.42
currentNYY4Fernando CruzMiddle Reliever1.0100000000.002.501.39
currentNYY5Tim HillMiddle Reliever1.0100020000.001.000.78
currentNYM1Huascar BrazobánStarter4.2322270003.862.140.95
currentNYM2Austin WarrenMiddle Reliever1.1000000000.000.711.11
currentNYM3Brooks RaleyMiddle Reliever1.0000020000.001.060.94
currentNYM4Devin WilliamsMiddle Reliever1.03330010027.003.951.32
currentNYM5Luke WeaverMiddle Reliever1.0100010000.004.151.21
simulationNYY1Carlos RodónStarter4.152214019784.156.231.62
simulationNYY2David BednarMiddle Reliever2.20000108120.003.791.42
simulationNYY3Fernando CruzMiddle Reliever1.01000004160.002.501.39
simulationNYY4Tim HillMiddle Reliever1.01000204160.001.000.78
simulationNYM1Huascar BrazobánStarter4.232227019783.862.140.95
simulationNYM2Devin WilliamsMiddle Reliever1.033300162227.003.951.32
simulationNYM3Luke WeaverMiddle Reliever1.01000104180.004.151.21
simulationNYM4Brooks RaleyMiddle Reliever1.00000204130.001.060.94
simulationNYM5Austin WarrenMiddle Reliever1.10000004230.000.711.11
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYYCarlos RodónStarter4.125141978
NYYDavid BednarMiddle Reliever2.20001812
NYYFernando CruzMiddle Reliever1.00100416
NYYTim HillMiddle Reliever1.00102416
NYMHuascar BrazobánStarter4.223271978
NYMAustin WarrenMiddle Reliever1.10000423
NYMBrooks RaleyMiddle Reliever1.00002413
NYMDevin WilliamsMiddle Reliever1.03300622
NYMLuke WeaverMiddle Reliever1.00101418
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_PHI@PIT

20260516_PHI@PIT.json • 2026-05-16

PHI 4 - PIT 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 93INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=35, sim=37; H: current=9, sim=10; 2B: current=0, sim=1; HR: current=1, sim=3; RBI: current=3, sim=4; BB: current=2, sim=4; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Harper: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, BB current=1 box=2; Bryson Stott: H current=1 box=0, RBI current=1 box=0; Brandon Marsh: AB current=4 box=5, H current=1 box=2, R current=1 box=0, SO current=1 box=0; Adolis García: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Trea Turner: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=2; Alec Bohm: AB current=4 box=5; Kyle Schwarber: AB current=4 box=5, H current=1 box=2, HR current=1 box=0, RBI current=1 box=0; J.T. Realmuto: SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=35, sim=30; H: current=8, sim=6; HR: current=0, sim=1; RBI: current=4, sim=5; BB: current=2, sim=6; SO: current=9, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Bryan Reynolds: AB current=4 box=3, RBI current=1 box=2; Konnor Griffin: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Brandon Lowe: AB current=4 box=2, RBI current=1 box=0, BB current=1 box=2, SO current=1 box=0; Oneil Cruz: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Jared Triolo: AB current=4 box=3, R current=0 box=1, BB current=0 box=1; Henry Davis: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Marcell Ozuna: H current=1 box=2, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Ryan O'Hearn: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match PIT pitching: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match PIT pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match PIT pitching: 10.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match PIT pitching: 7.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=41 matches PIT BF=41.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match PHI pitching: 6.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match PHI pitching: 6.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match PHI pitching: 3.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=36 matches PHI BF=36.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI 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_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASScurrent_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.490.
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 9 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PHI 10, PIT 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 4 - PIT 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PIT; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result; latest same-series result flipped a stale matchup lean.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'PIT', 'opponent_team': 'PHI', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-05-15', 'predicted_team_runs': 9, 'opponent_runs': 11, 'margin_for_predicted_team': -2, 'winner': 'PHI'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'PIT', 'confidence': 0.525473, 'actual_winner': 'PHI', 'actual_margin': 2, 'path': '20260515_PHI@PIT.json'}]}, 'guardrail_predicted_team': 'PIT', 'guardrail_opponent_team': 'PHI', 'output_pre_simulation_winner': 'PIT', 'output_opponent_team': 'PHI', 'final_score_winner': 'PIT', 'pre_simulation_winner': 'PIT', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'PHI 5 - 6 PIT', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PHI 4 - 5 PIT', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -1, 'home_run_delta': -1, 'total_run_delta': -2, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'advisory_box_score_draw', 'final_prediction_source': 'pre_simulation_target'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_PHI@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@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: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 184.
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: 140.
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: 184.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
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_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_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.
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: PHI 5 - 6 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 4 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-6, final 4-5 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT 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_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 10/45 = 0.222.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 11/45 = 0.244.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match PIT pitching: 4.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match PIT pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match PIT pitching: 10.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match PIT pitching: 7.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=41 matches PIT BF=41.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match PHI pitching: 6.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match PHI pitching: 6.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match PHI pitching: 3.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=36 matches PHI BF=36.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI 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_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASScurrent_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.490.
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 9 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PHI 10, PIT 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 4 - PIT 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PIT; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result; latest same-series result flipped a stale matchup lean.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'PIT', 'opponent_team': 'PHI', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-05-15', 'predicted_team_runs': 9, 'opponent_runs': 11, 'margin_for_predicted_team': -2, 'winner': 'PHI'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'PIT', 'confidence': 0.525473, 'actual_winner': 'PHI', 'actual_margin': 2, 'path': '20260515_PHI@PIT.json'}]}, 'guardrail_predicted_team': 'PIT', 'guardrail_opponent_team': 'PHI', 'output_pre_simulation_winner': 'PIT', 'output_opponent_team': 'PHI', 'final_score_winner': 'PIT', 'pre_simulation_winner': 'PIT', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 6, 'score_text': 'PHI 5 - 6 PIT', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'PHI 4 - 5 PIT', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'away_run_delta': -1, 'home_run_delta': -1, 'total_run_delta': -2, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'advisory_box_score_draw', 'final_prediction_source': 'pre_simulation_target'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_PHI@PIT.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@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: 140.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 184.
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: 140.
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: 184.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
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_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_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.
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: PHI 5 - 6 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 4 - 5 PIT.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-6, final 4-5 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT 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_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 10/45 = 0.222.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 11/45 = 0.244.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=35, sim=37; H: current=9, sim=10; 2B: current=0, sim=1; HR: current=1, sim=3; RBI: current=3, sim=4; BB: current=2, sim=4; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Harper: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, BB current=1 box=2; Bryson Stott: H current=1 box=0, RBI current=1 box=0; Brandon Marsh: AB current=4 box=5, H current=1 box=2, R current=1 box=0, SO current=1 box=0; Adolis García: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Trea Turner: H current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=2; Alec Bohm: AB current=4 box=5; Kyle Schwarber: AB current=4 box=5, H current=1 box=2, HR current=1 box=0, RBI current=1 box=0; J.T. Realmuto: SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=35, sim=30; H: current=8, sim=6; HR: current=0, sim=1; RBI: current=4, sim=5; BB: current=2, sim=6; SO: current=9, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Bryan Reynolds: AB current=4 box=3, RBI current=1 box=2; Konnor Griffin: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Brandon Lowe: AB current=4 box=2, RBI current=1 box=0, BB current=1 box=2, SO current=1 box=0; Oneil Cruz: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Jared Triolo: AB current=4 box=3, R current=0 box=1, BB current=0 box=1; Henry Davis: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Marcell Ozuna: H current=1 box=2, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Ryan O'Hearn: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.7408139705657966.060431480407715Base ML historical model prediction
variance_applied46Random variance applied (0.9-1.1)
enhanced_prediction560.510Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
capped_target56Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PHI022000000410
PIT03000020056
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPHIbatting35900134290000
currentPHIpitching615638.0500
currentPITbatting35800045290000
currentPITpitching1034479.0400
simulationPHIbatting3710103444700
simulationPHIpitching615638.0536140
simulationPITbatting306001556300
simulationPITpitching1034479.0441184
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPHI1BBryce Harper041000111100.250
currentPHI2BBryson Stott041000010100.250
currentPHILFBrandon Marsh041000100100.250
currentPHIRFAdolis García041000000100.250
currentPHISSTrea Turner041000100100.250
currentPHI3BAlec Bohm041000000100.250
currentPHIDHKyle Schwarber041001111100.250
currentPHICJ.T. Realmuto041000000100.250
currentPHICFJustin Crawford031000000100.333
currentPITLFBryan Reynolds041000111100.250
currentPITSSKonnor Griffin041000100100.250
currentPIT2BBrandon Lowe041000111100.250
currentPITCFOneil Cruz041000110100.250
currentPITRFJared Triolo041000000100.250
currentPITCHenry Davis030000000100.000
currentPITDHMarcell Ozuna041000000100.250
currentPIT1BRyan O'Hearn041000110100.250
currentPIT3BNick Gonzales041000000100.250
simulationPHI1SSTrea Turner540000001200.000
simulationPHI2DHKyle Schwarber552000100000.400
simulationPHI31BBryce Harper531001122200.333
simulationPHI43BAlec Bohm551000000100.200
simulationPHI5LFBrandon Marsh552000000000.400
simulationPHI6RFAdolis García431001111100.333
simulationPHI72BBryson Stott440000000100.000
simulationPHI8CJ.T. Realmuto441000000000.250
simulationPHI9CFJustin Crawford442101110000.500
simulationPIT1CFOneil Cruz440000000000.000
simulationPIT2SSKonnor Griffin430000001100.000
simulationPIT3LFBryan Reynolds431000121100.333
simulationPIT4DHMarcell Ozuna442001120000.500
simulationPIT51BRyan O'Hearn440000000000.000
simulationPIT63BNick Gonzales441000000000.250
simulationPIT72BBrandon Lowe421000102000.500
simulationPIT8RFJared Triolo431000101100.333
simulationPIT9CHenry Davis430000111000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPHI1Cristopher SánchezStarter6.1433530004.262.111.28
currentPHI2Jhoan DuranMiddle Reliever1.01221010018.001.541.11
currentPHI3Brad KellerMiddle Reliever0.2100000000.003.861.23
currentPIT1Bubba ChandlerStarter5.0844333007.204.621.46
currentPIT2Dennis SantanaMiddle Reliever1.0000020000.003.441.25
currentPIT3Gregory SotoMiddle Reliever1.1100020000.002.420.85
currentPIT4Mason MontgomeryMiddle Reliever1.0100000000.003.001.22
currentPIT5Isaac MattsonMiddle Reliever0.2000100000.004.671.56
simulationPHI1Cristopher SánchezStarter6.1433530281124.262.111.28
simulationPHI2Jhoan DuranMiddle Reliever1.012210151218.001.541.11
simulationPHI3Brad KellerMiddle Reliever0.21000003160.003.861.23
simulationPIT1Bubba ChandlerStarter5.0844333261117.204.621.46
simulationPIT2Gregory SotoMiddle Reliever1.11000205270.002.420.85
simulationPIT3Dennis SantanaMiddle Reliever1.00000203150.003.441.25
simulationPIT4Mason MontgomeryMiddle Reliever1.01000004160.003.001.22
simulationPIT5Isaac MattsonMiddle Reliever0.20001003150.004.671.56
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PHICristopher SánchezStarter6.1345328112
PHIJhoan DuranMiddle Reliever1.02110512
PHIBrad KellerMiddle Reliever0.20100316
PITBubba ChandlerStarter5.0483326111
PITDennis SantanaMiddle Reliever1.00002315
PITGregory SotoMiddle Reliever1.10102527
PITMason MontgomeryMiddle Reliever1.00100416
PITIsaac MattsonMiddle Reliever0.20010315
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_SD@SEA

20260516_SD@SEA.json • 2026-05-16

SD 4 - SEA 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=4; R: current=0, sim=4; 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-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Jackson Merrill: 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Gavin Sheets: AB current=3 box=4, SO current=1 box=0; Fernando Tatis Jr.: AB current=4 box=5, H current=1 box=0; Rodolfo Durán: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Manny Machado: BB current=0 box=1, SO current=1 box=0; Nick Castellanos: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Xander Bogaerts: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, HBP current=0 box=1; Ramón Laureano: 3B current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=8, sim=9; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=4, sim=3; 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-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: J.P. Crawford: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Jhonny Pereda: AB current=3 box=4, H current=1 box=0; Cole Young: RBI current=1 box=0; Luke Raley: HR current=0 box=1, RBI current=1 box=2, BB current=0 box=1, SO current=1 box=2; Leo Rivas: AB current=3 box=4, H current=0 box=3, 2B current=0 box=1, R current=0 box=1; Randy Arozarena: AB current=4 box=3, RBI current=0 box=1, BB current=0 box=1, SO current=1 box=2; Josh Naylor: AB current=4 box=5, H current=1 box=0; Dominic Canzone: AB current=3 box=4, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match SEA pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match SEA pitching: 8.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match SEA pitching: 5.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=39 matches SEA BF=39.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match SD pitching: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match SD pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match SD pitching: 9.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match SD pitching: 10.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=39 matches SD BF=39.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
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 10.4.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.263/0.625.
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: SD 8, SEA 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 4 - SEA 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SD; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; latest same-series result flipped a stale matchup lean.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'SEA', 'opponent_team': 'SD', 'h2h_net_margin': -7, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-04-17', 'predicted_team_runs': 2, 'opponent_runs': 5, 'margin_for_predicted_team': -3, 'winner': 'SD'}, {'date': '2026-04-16', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'SD'}, {'date': '2026-04-15', 'predicted_team_runs': 1, 'opponent_runs': 4, 'margin_for_predicted_team': -3, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'SD', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'path': '20260515_SD@SEA.json'}]}, 'guardrail_predicted_team': 'SEA', 'guardrail_opponent_team': 'SD', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'SEA', 'final_score_winner': 'SD', 'pre_simulation_winner': 'SD', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'SD 4 - 3 SEA', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'SD 4 - 3 SEA', 'winner': 'SD'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'advisory_box_score_draw', 'final_prediction_source': 'pre_simulation_target'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_SD@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@SEA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 176.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 176.
PASSpitch_countsimulationSEAPITCH_COUNT_PITCHER_MATCHSEA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSEAPITCH_COUNT_TOTAL_MATCHSEA pitch_count_summary total, row sum, and pitching total all match: 157.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA 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_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SD 4 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 4 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SD, final=SD.
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: 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: SD wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SD wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 10/44 = 0.227.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 12/46 = 0.261.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match SEA pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match SEA pitching: 1.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match SEA pitching: 8.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match SEA pitching: 5.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=39 matches SEA BF=39.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match SD pitching: 3.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match SD pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match SD pitching: 9.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match SD pitching: 10.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=39 matches SD BF=39.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
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 10.4.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.263/0.625.
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: SD 8, SEA 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SD 4 - SEA 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SD; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; latest same-series result flipped a stale matchup lean.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': True, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'latest same-series result flipped a stale matchup lean'], 'signals': {'predicted_team': 'SEA', 'opponent_team': 'SD', 'h2h_net_margin': -7, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-04-17', 'predicted_team_runs': 2, 'opponent_runs': 5, 'margin_for_predicted_team': -3, 'winner': 'SD'}, {'date': '2026-04-16', 'predicted_team_runs': 6, 'opponent_runs': 7, 'margin_for_predicted_team': -1, 'winner': 'SD'}, {'date': '2026-04-15', 'predicted_team_runs': 1, 'opponent_runs': 4, 'margin_for_predicted_team': -3, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'SD', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'path': '20260515_SD@SEA.json'}]}, 'guardrail_predicted_team': 'SEA', 'guardrail_opponent_team': 'SD', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'SEA', 'final_score_winner': 'SD', 'pre_simulation_winner': 'SD', 'winner_flipped_by_simulation': False}, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'SD 4 - 3 SEA', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'SD 4 - 3 SEA', 'winner': 'SD'}, 'winner_flipped_by_simulation': False, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'enhanced_prediction.pre_simulation_target', 'simulation_usage': 'advisory_box_score_draw', 'final_prediction_source': 'pre_simulation_target'}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_SD@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SD@SEA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 176.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
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: 176.
PASSpitch_countsimulationSEAPITCH_COUNT_PITCHER_MATCHSEA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationSEAPITCH_COUNT_TOTAL_MATCHSEA pitch_count_summary total, row sum, and pitching total all match: 157.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA 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_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSEAPITCHING_TOTALS_SUMcurrent:SEA pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSEAPITCHING_TOTALS_SUMsimulation:SEA pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SD 4 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SD 4 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SD, final=SD.
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: 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: SD wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SD wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 10/44 = 0.227.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 12/46 = 0.261.
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_payloadcurrentSEACURRENT_PITCHER_DUPLICATIONSEA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=34, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=4; R: current=0, sim=4; 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-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Jackson Merrill: 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Gavin Sheets: AB current=3 box=4, SO current=1 box=0; Fernando Tatis Jr.: AB current=4 box=5, H current=1 box=0; Rodolfo Durán: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Manny Machado: BB current=0 box=1, SO current=1 box=0; Nick Castellanos: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Xander Bogaerts: AB current=4 box=3, RBI current=0 box=1, R current=0 box=1, HBP current=0 box=1; Ramón Laureano: 3B current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=8, sim=9; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=4, sim=3; 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-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: J.P. Crawford: RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Jhonny Pereda: AB current=3 box=4, H current=1 box=0; Cole Young: RBI current=1 box=0; Luke Raley: HR current=0 box=1, RBI current=1 box=2, BB current=0 box=1, SO current=1 box=2; Leo Rivas: AB current=3 box=4, H current=0 box=3, 2B current=0 box=1, R current=0 box=1; Randy Arozarena: AB current=4 box=3, RBI current=0 box=1, BB current=0 box=1, SO current=1 box=2; Josh Naylor: AB current=4 box=5, H current=1 box=0; Dominic Canzone: AB current=3 box=4, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.90112423896789554.188424110412598Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction430.510Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
capped_target43Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SD00000001348
SEA00100020039
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSDbatting34900010090000
currentSDpitching9133109.0300
currentSEAbatting32800043190000
currentSEApitching814359.0400
simulationSDbatting358111443501
simulationSDpitching9133109.0339176
simulationSEAbatting3692013331000
simulationSEApitching814359.0439157
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSDCFJackson Merrill041000000100.250
currentSD1BGavin Sheets031000000100.333
currentSD2BFernando Tatis Jr.041000000100.250
currentSDCRodolfo Durán031000000100.333
currentSDDHManny Machado041000000100.250
currentSDRFNick Castellanos041000010100.250
currentSDSSXander Bogaerts041000000100.250
currentSDLFRamón Laureano041000000100.250
currentSD3BMiguel Andujar041000000100.250
currentSEASSJ.P. Crawford041000111100.250
currentSEACJhonny Pereda031000000100.333
currentSEA2BCole Young041000010100.250
currentSEARFLuke Raley031000110100.333
currentSEA3BLeo Rivas030000000100.000
currentSEALFRandy Arozarena041000100100.250
currentSEA1BJosh Naylor041000000100.250
currentSEADHDominic Canzone031000010100.333
currentSEACFJulio Rodríguez041000000100.250
simulationSD1CFJackson Merrill541100101100.250
simulationSD22BFernando Tatis Jr.550000000100.000
simulationSD3DHManny Machado541000001000.250
simulationSD41BGavin Sheets441000000000.250
simulationSD5SSXander Bogaerts431000110110.333
simulationSD63BMiguel Andujar441000000000.250
simulationSD7RFNick Castellanos430000001000.000
simulationSD8LFRamón Laureano441010110100.250
simulationSD9CRodolfo Durán442001120100.500
simulationSEA1SSJ.P. Crawford541000001000.250
simulationSEA2CFJulio Rodríguez551100000100.200
simulationSEA31BJosh Naylor550000000100.000
simulationSEA4LFRandy Arozarena431000111200.333
simulationSEA5RFLuke Raley431001121200.333
simulationSEA62BCole Young441000000100.250
simulationSEA7DHDominic Canzone441000000100.250
simulationSEA8CJhonny Pereda440000000100.000
simulationSEA93BLeo Rivas443100100100.750
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSD1Walker BuehlerStarter4.2622350003.865.201.35
currentSD2Adrian MorejonMiddle Reliever1.1000010000.005.321.27
currentSD3Jason AdamMiddle Reliever1.0211021009.001.320.95
currentSD4Jeremiah EstradaMiddle Reliever1.0000010000.003.551.03
currentSD5Mason MillerMiddle Reliever1.0100010000.000.860.76
currentSEA1Logan GilbertStarter5.1222240003.383.781.16
currentSEA2Andrés MuñozMiddle Reliever1.1100010000.005.291.35
currentSEA3Cooper CriswellMiddle Reliever1.1211101006.752.370.95
currentSEA4Eduard BazardoMiddle Reliever1.0311000009.002.211.23
simulationSD1Walker BuehlerStarter4.2622350231013.865.201.35
simulationSD2Mason MillerMiddle Reliever1.01000104180.000.860.76
simulationSD3Jason AdamMiddle Reliever1.02110215199.001.320.95
simulationSD4Adrian MorejonMiddle Reliever1.10000104230.005.321.27
simulationSD5Jeremiah EstradaMiddle Reliever1.00000103150.003.551.03
simulationSEA1Logan GilbertStarter5.122224021913.383.781.16
simulationSEA2Andrés MuñozMiddle Reliever1.11000105200.005.291.35
simulationSEA3Eduard BazardoMiddle Reliever1.03110006229.002.211.23
simulationSEA4Cooper CriswellMiddle Reliever1.12111017246.752.370.95
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SDWalker BuehlerStarter4.2263523101
SDAdrian MorejonMiddle Reliever1.10001423
SDJason AdamMiddle Reliever1.01202519
SDJeremiah EstradaMiddle Reliever1.00001315
SDMason MillerMiddle Reliever1.00101418
SEALogan GilbertStarter5.122242191
SEAAndrés MuñozMiddle Reliever1.10101520
SEACooper CriswellMiddle Reliever1.11210724
SEAEduard BazardoMiddle Reliever1.01300622
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_SF@OAK

20260516_SF@OAK.json • 2026-05-16

SF 1 - OAK 7
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=7; HR: current=0, sim=3; RBI: current=4, sim=7; R: current=5, sim=7; BB: current=3, sim=4; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Shea Langeliers: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, BB current=0 box=1; Nick Kurtz: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Jeff McNeil: AB current=4 box=3, H current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Henry Bolte: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Darell Hernaiz: AB current=3 box=4, R current=0 box=1, SO current=1 box=2; Brent Rooker: RBI current=1 box=0, R current=0 box=1, BB current=1 box=0; Zack Gelof: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Lawrence Butler: HR current=0 box=1, RBI current=0 box=3, BB current=1 box=0, SO current=1 box=3New 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=35, sim=30; H: current=9, sim=3; HR: current=0, sim=1; RBI: current=0, sim=1; R: current=0, sim=1; BB: current=0, sim=1; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Willy Adames: AB current=4 box=2, H current=1 box=0, BB current=0 box=1; Jesus Rodriguez: AB current=4 box=3, H current=1 box=0; Jung Hoo Lee: H current=1 box=0, SO current=1 box=0; Rafael Devers: H current=1 box=0; Drew Gilbert: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Casey Schmitt: H current=1 box=0; Harrison Bader: AB current=4 box=3, H current=1 box=0, SO current=1 box=2; Matt Chapman: 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.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 3-5, final 1-7 (delta 4).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match SF pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match SF pitching: 3.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match SF pitching: 7.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match SF pitching: 8.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=36 matches SF BF=36.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match OAK pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match OAK pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match OAK pitching: 7.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=31 matches OAK BF=31.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK 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_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASScurrent_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]: 0.463.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.537.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.537.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SF 3, OAK 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SF 1 - OAK 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: OAK.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for OAK.{'winner_confidence': 0.537336, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'OAK', 'confidence': 0.535378, 'actual_winner': None, 'actual_margin': 0, 'file': '20260515_SF@OAK.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_SF@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SF@OAK.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 146.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 132.
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: 132.
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: 146.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SF 3 - 5 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SF 1 - 7 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: OAK wins 7-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=OAK, final=OAK.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.537.
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: OAK wins 7-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: OAK wins 1-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: OAK wins 7-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 11/44 = 0.250.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 8/45 = 0.178.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match SF pitching: 4.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match SF pitching: 3.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match SF pitching: 7.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match SF pitching: 8.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=36 matches SF BF=36.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match OAK pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match OAK pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match OAK pitching: 7.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=31 matches OAK BF=31.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK 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_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASScurrent_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]: 0.463.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.537.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.537.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SF 3, OAK 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SF 1 - OAK 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: OAK.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for OAK.{'winner_confidence': 0.537336, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'OAK', 'confidence': 0.535378, 'actual_winner': None, 'actual_margin': 0, 'file': '20260515_SF@OAK.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_SF@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SF@OAK.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 146.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 132.
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: 132.
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: 146.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SF 3 - 5 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SF 1 - 7 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: OAK wins 7-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=OAK, final=OAK.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.537.
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: OAK wins 7-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: OAK wins 1-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: OAK wins 7-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 11/44 = 0.250.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 8/45 = 0.178.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=34, sim=31; H: current=9, sim=7; HR: current=0, sim=3; RBI: current=4, sim=7; R: current=5, sim=7; BB: current=3, sim=4; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Shea Langeliers: AB current=4 box=3, HR current=0 box=1, RBI current=1 box=2, BB current=0 box=1; Nick Kurtz: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Jeff McNeil: AB current=4 box=3, H current=1 box=0, SO current=1 box=0, HBP current=0 box=1; Henry Bolte: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Darell Hernaiz: AB current=3 box=4, R current=0 box=1, SO current=1 box=2; Brent Rooker: RBI current=1 box=0, R current=0 box=1, BB current=1 box=0; Zack Gelof: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Lawrence Butler: HR current=0 box=1, RBI current=0 box=3, BB current=1 box=0, SO current=1 box=3New 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=35, sim=30; H: current=9, sim=3; HR: current=0, sim=1; RBI: current=0, sim=1; R: current=0, sim=1; BB: current=0, sim=1; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Willy Adames: AB current=4 box=2, H current=1 box=0, BB current=0 box=1; Jesus Rodriguez: AB current=4 box=3, H current=1 box=0; Jung Hoo Lee: H current=1 box=0, SO current=1 box=0; Rafael Devers: H current=1 box=0; Drew Gilbert: H current=1 box=2, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Casey Schmitt: H current=1 box=0; Harrison Bader: AB current=4 box=3, H current=1 box=0, SO current=1 box=2; Matt Chapman: 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.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 3-5, final 1-7 (delta 4).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1317768096923834.1380615234375Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction350.537Enhanced ML with recent form, H2H, low-score analysis
capped_target35Capped at max 12 realistic runs
simulation_result17Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SF00000001013
OAK10231000077
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSFbatting35900000090000
currentSFpitching737488.0700
currentOAKbatting34900045380000
currentOAKpitching311179.0100
simulationSFbatting303001111700
simulationSFpitching737488.0736146
simulationOAKbatting317003774801
simulationOAKpitching311179.0131132
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSFSSWilly Adames041000000100.250
currentSFCJesus Rodriguez041000000100.250
currentSFRFJung Hoo Lee041000000100.250
currentSF1BRafael Devers041000000100.250
currentSFLFDrew Gilbert031000000100.333
currentSF2BLuis Arraez041000000100.250
currentSFDHCasey Schmitt041000000100.250
currentSFCFHarrison Bader041000000100.250
currentSF3BMatt Chapman041000000100.250
currentOAKCShea Langeliers041000110100.250
currentOAK1BNick Kurtz041000111100.250
currentOAK2BJeff McNeil041000000100.250
currentOAKCFHenry Bolte031000000000.333
currentOAKSSDarell Hernaiz031000000100.333
currentOAKDHBrent Rooker041000011100.250
currentOAK3BZack Gelof041000110100.250
currentOAKRFLawrence Butler041000101100.250
currentOAKLFTyler Soderstrom041000100100.250
simulationSF1RFJung Hoo Lee440000000000.000
simulationSF22BLuis Arraez441000000100.250
simulationSF3DHCasey Schmitt440000000100.000
simulationSF41BRafael Devers440000000100.000
simulationSF5SSWilly Adames320000001100.000
simulationSF63BMatt Chapman330000000000.000
simulationSF7LFDrew Gilbert332001110000.667
simulationSF8CFHarrison Bader330000000200.000
simulationSF9CJesus Rodriguez330000000100.000
simulationOAK11BNick Kurtz430000101000.000
simulationOAK2CShea Langeliers431001121100.333
simulationOAK3LFTyler Soderstrom442001110000.500
simulationOAK4DHBrent Rooker441000100100.250
simulationOAK5CFHenry Bolte431000111000.333
simulationOAK63BZack Gelof430000001100.000
simulationOAK7RFLawrence Butler441001130300.250
simulationOAK8SSDarell Hernaiz441000100200.250
simulationOAK92BJeff McNeil430000000010.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSF1Trevor McDonaldStarter5.04661430010.802.921.05
currentSF2Caleb KilianMiddle Reliever1.0211120009.001.401.09
currentSF3Joel PegueroMiddle Reliever1.0000100000.001.690.75
currentSF4Matt GageMiddle Reliever0.2100110000.001.471.20
currentSF5Keaton WinnMiddle Reliever0.1000010000.002.450.82
currentOAK1Luis SeverinoStarter5.0211150001.804.071.52
currentOAK2Joel KuhnelMiddle Reliever1.0100011000.002.701.08
currentOAK3Scott BarlowMiddle Reliever1.1000010000.001.330.69
currentOAK4Hogan HarrisMiddle Reliever1.2000000000.002.451.64
simulationSF1Trevor McDonaldStarter5.0466143219110.802.921.05
simulationSF2Caleb KilianMiddle Reliever1.0211120699.001.401.09
simulationSF3Keaton WinnMiddle Reliever0.10000101140.002.450.82
simulationSF4Joel PegueroMiddle Reliever1.00001004170.001.690.75
simulationSF5Matt GageMiddle Reliever0.21001104150.001.471.20
simulationOAK1Luis SeverinoStarter5.021115018971.804.071.52
simulationOAK2Hogan HarrisMiddle Reliever1.2000000550.002.451.64
simulationOAK3Joel KuhnelMiddle Reliever1.01000114160.002.701.08
simulationOAK4Scott BarlowMiddle Reliever1.10000104140.001.330.69
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SFTrevor McDonaldStarter5.064142191
SFCaleb KilianMiddle Reliever1.0121269
SFJoel PegueroMiddle Reliever1.00010417
SFMatt GageMiddle Reliever0.20111415
SFKeaton WinnMiddle Reliever0.10001114
OAKLuis SeverinoStarter5.012151897
OAKJoel KuhnelMiddle Reliever1.00101416
OAKScott BarlowMiddle Reliever1.10001414
OAKHogan HarrisMiddle Reliever1.2000055
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTinfo0000Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_TEX@HOU

20260516_TEX@HOU.json • 2026-05-16

TEX 4 - HOU 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
WARNPrediction target vs final simulation drift
The inning simulation can vary from ML target, but large drift should be reviewed or explicitly documented as acceptable variance.
0C / 0E / 1W-Final total runs 6 differs from low-score expected_total_runs 10.3 by more than 4.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 differs from low-score expected_total_runs 10.3 by more than 4.
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
WARNenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 differs from low-score expected_total_runs 10.3 by more than 4.
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=33, sim=30; H: current=9, sim=3; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=2; R: current=3, sim=2; BB: current=1, sim=2; SO: current=9, sim=3).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=2, HR current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Zach Dezenzo: H current=1 box=0; Yordan Alvarez: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Zach Cole: H current=1 box=0, SO current=1 box=0; Christian Walker: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Christian Vázquez: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Braden Shewmake: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Brice Matthews: AB current=4 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=30, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=4; R: current=2, sim=4; BB: current=1, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Josh Jung: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Joc Pederson: AB current=3 box=4; Justin Foscue: H current=1 box=0; Evan Carter: BB current=0 box=1; Brandon Nimmo: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Danny Jansen: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1; Alejandro Osuna: AB current=3 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Jake Burger: 2B current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
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: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match TEX pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match TEX pitching: 3.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=32 matches TEX BF=32.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match HOU pitching: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match HOU pitching: 6.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match HOU pitching: 8.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=35 matches HOU BF=35.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-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]: 0.590.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.590.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.410.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
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: TEX 6, HOU 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 4 - HOU 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TEX.{'winner_confidence': 0.590368, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'TEX', 'confidence': 0.535378, 'actual_winner': None, 'actual_margin': 0, 'file': '20260515_TEX@HOU.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_TEX@HOU.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@HOU.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 131.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
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: 144.
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: 131.
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: TEX 4 - 2 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 4 - 2 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TEX, final=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.590.
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: TEX wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 4-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-2, final 4-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 4-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 22/46 = 0.478.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 14/44 = 0.318.
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: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match TEX pitching: 3.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match TEX pitching: 3.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=32 matches TEX BF=32.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match HOU pitching: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match HOU pitching: 6.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match HOU pitching: 8.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=35 matches HOU BF=35.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-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]: 0.590.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.590.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.410.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.289/0.678.
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: TEX 6, HOU 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 4 - HOU 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TEX.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TEX.{'winner_confidence': 0.590368, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'TEX', 'confidence': 0.535378, 'actual_winner': None, 'actual_margin': 0, 'file': '20260515_TEX@HOU.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_TEX@HOU.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@HOU.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 131.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 144.
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: 144.
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: 131.
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: TEX 4 - 2 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 4 - 2 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TEX, final=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.590.
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: TEX wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 4-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-2, final 4-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 4-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 22/46 = 0.478.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 14/44 = 0.318.
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=33, sim=30; H: current=9, sim=3; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=2; R: current=3, sim=2; BB: current=1, sim=2; SO: current=9, sim=3).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=2, HR current=0 box=1, RBI current=0 box=1, SO current=1 box=0; Zach Dezenzo: H current=1 box=0; Yordan Alvarez: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Zach Cole: H current=1 box=0, SO current=1 box=0; Christian Walker: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Christian Vázquez: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Braden Shewmake: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Brice Matthews: AB current=4 box=2, H current=1 box=0, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=30, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=1, sim=4; R: current=2, sim=4; BB: current=1, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_PLAYER_MATCH_BOXTEX current finalized hitter lines are model predictions and differ from the simulation box score: Josh Jung: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Joc Pederson: AB current=3 box=4; Justin Foscue: H current=1 box=0; Evan Carter: BB current=0 box=1; Brandon Nimmo: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Danny Jansen: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1; Alejandro Osuna: AB current=3 box=4, H current=1 box=0, BB current=1 box=0, SO current=1 box=2; Jake Burger: 2B current=0 box=1, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1616349220275883.501530408859253Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction420.590Enhanced ML with recent form, H2H, low-score analysis
capped_target42Capped at max 12 realistic runs
simulation_result42Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TEX00010030046
HOU00101000023
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTEXbatting30900012180000
currentTEXpitching312239.0200
currentHOUbatting33900033190000
currentHOUpitching614289.0400
simulationTEXbatting336101442800
simulationTEXpitching312239.0232131
simulationHOUbatting303101222300
simulationHOUpitching614289.0435144
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTEX3BJosh Jung041000100100.250
currentTEXDHJoc Pederson031000000100.333
currentTEX2BJustin Foscue031000000000.333
currentTEXCFEvan Carter031000000100.333
currentTEXRFBrandon Nimmo041000000100.250
currentTEXCDanny Jansen031000000100.333
currentTEXLFAlejandro Osuna031000001100.333
currentTEX1BJake Burger041000010100.250
currentTEXSSEzequiel Duran031000100100.333
currentHOU2BJose Altuve041000100100.250
currentHOULFZach Dezenzo031000000100.333
currentHOUDHYordan Alvarez041000111100.250
currentHOURFZach Cole031000000100.333
currentHOU1BChristian Walker041000110100.250
currentHOUCChristian Vázquez031000000100.333
currentHOUSSBraden Shewmake041000010100.250
currentHOUCFBrice Matthews041000000100.250
currentHOU3BIsaac Paredes041000000100.250
simulationTEX1DHJoc Pederson441000000100.250
simulationTEX2RFBrandon Nimmo441001110000.250
simulationTEX33BJosh Jung431000101000.333
simulationTEX4CFEvan Carter431000001100.333
simulationTEX5SSEzequiel Duran440000000300.000
simulationTEX6LFAlejandro Osuna440000000200.000
simulationTEX71BJake Burger441100110000.250
simulationTEX8CDanny Jansen441000120100.250
simulationTEX92BJustin Foscue330000000000.000
simulationHOU12BJose Altuve442001110000.500
simulationHOU23BIsaac Paredes440000000000.000
simulationHOU3DHYordan Alvarez440000000100.000
simulationHOU41BChristian Walker440000000000.000
simulationHOU5SSBraden Shewmake430000001000.000
simulationHOU6CFBrice Matthews320000001000.000
simulationHOU7RFZach Cole330000000000.000
simulationHOU8LFZach Dezenzo330000000100.000
simulationHOU9CChristian Vázquez331100110100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTEX1Jacob deGromStarter5.2222231003.182.620.92
currentTEX2Jacob LatzMiddle Reliever1.1000000000.000.830.42
currentTEX3Cole WinnMiddle Reliever1.0000000000.005.001.50
currentTEX4Jakob JunisMiddle Reliever1.0100000000.001.890.79
currentHOU1Kai-Wei TengStarter5.0111051001.803.121.08
currentHOU2Bryan KingMiddle Reliever1.1100000000.003.261.34
currentHOU3Bryan AbreuMiddle Reliever1.03331100027.008.562.20
currentHOU4Enyel De Los SantosMiddle Reliever1.0100110000.004.151.10
currentHOU5AJ BlubaughMiddle Reliever0.2000010000.005.191.50
simulationTEX1Jacob deGromStarter5.222223121883.182.620.92
simulationTEX2Jacob LatzMiddle Reliever1.10000004110.000.830.42
simulationTEX3Jakob JunisMiddle Reliever1.01000004170.001.890.79
simulationTEX4Cole WinnMiddle Reliever1.00000003150.005.001.50
simulationHOU1Kai-Wei TengStarter5.011105116661.803.121.08
simulationHOU2Bryan KingMiddle Reliever1.11000005220.003.261.34
simulationHOU3Bryan AbreuMiddle Reliever1.033311072627.008.562.20
simulationHOU4Enyel De Los SantosMiddle Reliever1.01001105200.004.151.10
simulationHOU5AJ BlubaughMiddle Reliever0.20000102100.005.191.50
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TEXJacob deGromStarter5.222232188
TEXJacob LatzMiddle Reliever1.10000411
TEXCole WinnMiddle Reliever1.00000315
TEXJakob JunisMiddle Reliever1.00100417
HOUKai-Wei TengStarter5.011051666
HOUBryan KingMiddle Reliever1.10100522
HOUBryan AbreuMiddle Reliever1.03311726
HOUEnyel De Los SantosMiddle Reliever1.00111520
HOUAJ BlubaughMiddle Reliever0.20001210
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_ANALYSISwarning0012Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260516_TOR@DET

20260516_TOR@DET.json • 2026-05-16

TOR 3 - DET 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 93INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=2, sim=4; BB: current=3, sim=5; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Hao-Yu Lee: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Riley Greene: AB current=4 box=2, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Jake Rogers: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0, HBP current=0 box=1; Matt Vierling: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Dillon Dingler: AB current=4 box=5, RBI current=1 box=0, SO current=1 box=3; Spencer Torkelson: AB current=3 box=2, H current=1 box=0, BB current=1 box=2, SO current=1 box=0; Kevin McGonigle: 2B current=0 box=1, R current=1 box=0, SO current=1 box=3; Zach McKinstry: H current=1 box=0, 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.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=8, sim=5; RBI: current=2, sim=3; R: current=2, sim=3; BB: current=2, sim=3; SO: current=8, sim=4; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Lenyn Sosa: AB current=3 box=4, H current=1 box=0; Kazuma Okamoto: AB current=4 box=3, SO current=1 box=0; Vladimir Guerrero Jr.: RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Tyler Heineman: AB current=3 box=4; George Springer: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Yohendrick Pinango: AB current=3 box=2, BB current=0 box=1, HBP current=0 box=1; Jesús Sánchez: H current=1 box=0; Andrés Giménez: H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match TOR pitching: 5.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match TOR pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match TOR pitching: 7.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match TOR pitching: 8.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=38 matches TOR BF=38.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match DET pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match DET pitching: 4.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=36 matches DET BF=36.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR 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-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR 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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.312/0.724.
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 5, DET 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 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': 0.560241, 'h2h_net_margin': 1, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'DET', 'confidence': 0.526557, 'actual_winner': 'DET', 'actual_margin': 1, 'file': '20260515_TOR@DET.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_TOR@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@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: 167.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
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: 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: 167.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR 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_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_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_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 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 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: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: 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.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 3-4 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 14/45 = 0.311.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 12/44 = 0.273.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match TOR pitching: 5.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match TOR pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match TOR pitching: 7.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match TOR pitching: 8.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=38 matches TOR BF=38.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match DET pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match DET pitching: 0.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match DET pitching: 4.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=36 matches DET BF=36.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR 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-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR 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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 10.3.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.312/0.724.
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 5, DET 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TOR 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': 0.560241, 'h2h_net_margin': 1, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-15', 'predicted_team': 'DET', 'confidence': 0.526557, 'actual_winner': 'DET', 'actual_margin': 1, 'file': '20260515_TOR@DET.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-16.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260516_TOR@DET.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TOR@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: 167.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
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: 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: 167.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR 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_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_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_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 DET.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TOR 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: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: 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.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 3-4 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 14/45 = 0.311.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 12/44 = 0.273.
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_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-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=7; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=2, sim=4; BB: current=3, sim=5; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Hao-Yu Lee: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Riley Greene: AB current=4 box=2, H current=1 box=0, R current=1 box=0, SO current=1 box=0; Jake Rogers: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0, HBP current=0 box=1; Matt Vierling: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Dillon Dingler: AB current=4 box=5, RBI current=1 box=0, SO current=1 box=3; Spencer Torkelson: AB current=3 box=2, H current=1 box=0, BB current=1 box=2, SO current=1 box=0; Kevin McGonigle: 2B current=0 box=1, R current=1 box=0, SO current=1 box=3; Zach McKinstry: H current=1 box=0, 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.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; H: current=8, sim=5; RBI: current=2, sim=3; R: current=2, sim=3; BB: current=2, sim=3; SO: current=8, sim=4; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Lenyn Sosa: AB current=3 box=4, H current=1 box=0; Kazuma Okamoto: AB current=4 box=3, SO current=1 box=0; Vladimir Guerrero Jr.: RBI current=0 box=1, BB current=1 box=0, SO current=1 box=0; Tyler Heineman: AB current=3 box=4; George Springer: AB current=4 box=3, BB current=0 box=1, SO current=1 box=0; Yohendrick Pinango: AB current=3 box=2, BB current=0 box=1, HBP current=0 box=1; Jesús Sánchez: H current=1 box=0; Andrés Giménez: H current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.61769604682922365.51924467086792Base ML historical model prediction
variance_applied35Random variance applied (0.9-1.1)
enhanced_prediction450.560Enhanced ML with recent form, H2H, low-score analysis
capped_target45Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TOR30000000035
DET20110000047
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTORbatting33800022280000
currentTORpitching714588.0400
currentDETbatting32900022390000
currentDETpitching503349.0300
simulationTORbatting325000333401
simulationTORpitching714588.0438167
simulationDETbatting317201445802
simulationDETpitching503349.0336138
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTOR2BLenyn Sosa031000000100.333
currentTOR3BKazuma Okamoto041000111100.250
currentTOR1BVladimir Guerrero Jr.041000101100.250
currentTORCTyler Heineman030000000100.000
currentTORDHGeorge Springer041000000100.250
currentTORLFYohendrick Pinango031000000000.333
currentTORRFJesús Sánchez041000000100.250
currentTORSSAndrés Giménez041000010100.250
currentTORCFDaulton Varsho041000000100.250
currentDET3BHao-Yu Lee031000000100.333
currentDETLFRiley Greene041000101100.250
currentDETCJake Rogers031000000100.333
currentDETCFMatt Vierling041000010100.250
currentDETDHDillon Dingler041000010100.250
currentDET1BSpencer Torkelson031000001100.333
currentDETSSKevin McGonigle041000101100.250
currentDET2BZach McKinstry031000000100.333
currentDETRFWenceel Pérez041000000100.250
simulationTOR1DHGeorge Springer431000001000.333
simulationTOR2LFYohendrick Pinango421000001010.500
simulationTOR31BVladimir Guerrero Jr.441000110000.250
simulationTOR43BKazuma Okamoto431000111000.333
simulationTOR5CFDaulton Varsho441000110000.250
simulationTOR6RFJesús Sánchez440000000100.000
simulationTOR72BLenyn Sosa440000000100.000
simulationTOR8SSAndrés Giménez440000000100.000
simulationTOR9CTyler Heineman440000000100.000
simulationDET1SSKevin McGonigle541100001300.250
simulationDET2DHDillon Dingler551000000300.200
simulationDET33BHao-Yu Lee441001110000.250
simulationDET4CFMatt Vierling442100110000.500
simulationDET5LFRiley Greene420000001010.000
simulationDET61BSpencer Torkelson420000002000.000
simulationDET72BZach McKinstry430000111000.000
simulationDET8RFWenceel Pérez441000000200.250
simulationDET9CJake Rogers431000110010.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTOR1Mason FluhartyStarter5.0522460003.604.201.27
currentTOR2Braydon FisherMiddle Reliever1.0000100000.003.041.10
currentTOR3Louis VarlandMiddle Reliever1.0211011009.000.421.20
currentTOR4Tyler RogersMiddle Reliever1.0000010000.001.861.14
currentTOR5Jeff HoffmanMiddle Reliever0.0011000006.051.86
currentTOR6Tommy NanceMiddle Reliever0.0000000004.051.20
currentDET1Casey MizeStarter5.1533240005.062.901.19
currentDET2Burch SmithMiddle Reliever1.2000000000.003.211.43
currentDET3Kenley JansenMiddle Reliever1.0000100000.002.380.97
currentDET4Kyle FinneganMiddle Reliever1.0000000000.000.441.26
simulationTOR1Mason FluhartyStarter5.052246024943.604.201.27
simulationTOR2Louis VarlandMiddle Reliever1.0211011589.000.421.20
simulationTOR3Tyler RogersMiddle Reliever1.00000103150.001.861.14
simulationTOR4Jeff HoffmanMiddle Reliever0.00110000186.051.86
simulationTOR5Braydon FisherMiddle Reliever1.00001004170.003.041.10
simulationTOR6Tommy NanceMiddle Reliever0.00000002154.051.20
simulationDET1Casey MizeStarter5.153324023905.062.901.19
simulationDET2Kenley JansenMiddle Reliever1.00001004170.002.380.97
simulationDET3Kyle FinneganMiddle Reliever1.00000004180.000.441.26
simulationDET4Burch SmithMiddle Reliever1.20000005130.003.211.43
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TORMason FluhartyStarter5.025462494
TORBraydon FisherMiddle Reliever1.00010417
TORLouis VarlandMiddle Reliever1.0120158
TORTyler RogersMiddle Reliever1.00001315
TORJeff HoffmanMiddle Reliever0.01000018
TORTommy NanceMiddle Reliever0.00000215
DETCasey MizeStarter5.135242390
DETBurch SmithMiddle Reliever1.20000513
DETKenley JansenMiddle Reliever1.00010417
DETKyle FinneganMiddle Reliever1.00000418
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.