MLB JSON Audit Report

Generated 2026-05-23 22:34:34. This single HTML file audits only the selected game date. The default view focuses on actionable problems first; detailed checks, passed checks, batting, pitching, pitch counts, and the rule catalog stay available in collapsible sections.

2Critical
0Error
0Warn
1381Pass
106Info

20260523_CHW@SF

20260523_CHW@SF.json • 2026-05-23

CHW 5 - SF 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_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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=67, sim=35; H: current=15, sim=8; 3B: current=0, sim=3; RBI: current=8, sim=5; R: current=12, sim=5; BB: current=9, sim=5; SO: current=17, sim=10).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=8 box=5, H current=2 box=3, HR current=1 box=2, RBI current=2 box=3; Colson Montgomery: AB current=9 box=4, H current=2 box=0, HR current=1 box=0, RBI current=1 box=0; Miguel Vargas: AB current=9 box=5, H current=2 box=1, 2B current=0 box=1, R current=2 box=1; Sam Antonacci: AB current=7 box=5, 3B current=0 box=2, RBI current=1 box=0, R current=2 box=1; Chase Meidroth: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Jarred Kelenic: AB current=5 box=2, R current=0 box=1, BB current=0 box=2, SO current=2 box=0; Andrew Benintendi: AB current=8 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Tristan Peters: AB current=6 box=3, 3B current=0 box=1, RBI current=0 box=1New 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=71, sim=33; H: current=16, sim=6; 2B: current=4, sim=1; RBI: current=7, sim=2; R: current=7, sim=2; BB: current=5, sim=4; SO: current=17, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Luis Arraez: AB current=10 box=3, H current=3 box=0, RBI current=1 box=0, R current=1 box=0; Rafael Devers: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Casey Schmitt: AB current=8 box=4, H current=2 box=1, SO current=2 box=0; Willy Adames: AB current=10 box=5, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Daniel Susac: AB current=6 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Matt Chapman: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Bryce Eldridge: AB current=6 box=3, BB current=0 box=1, SO current=2 box=1; Harrison Bader: AB current=8 box=4, H current=1 box=2, 2B current=0 box=1, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match SF pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match SF pitching: 8.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match SF pitching: 10.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=40 matches SF BF=40.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match CHW pitching: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match CHW pitching: 6.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match CHW pitching: 3.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASScurrent_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]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.494/0.678.
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: CHW 8, SF 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 5 - SF 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHW.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHW.{'winner_confidence': 0.599771, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'SF', 'confidence': 0.569626, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_CHW@SF.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_CHW@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@SF.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 183.
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: 149.
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: 183.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 5 - 2 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 5 - 2 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 15/49 (0.306).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/50 (0.180).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHW wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 15/49 = 0.306.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 9/50 = 0.180.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match SF pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match SF pitching: 8.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match SF pitching: 10.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=40 matches SF BF=40.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match CHW pitching: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match CHW pitching: 6.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match CHW pitching: 3.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCHWCURRENT_LINEUP_SHAPECHW current lineup has 9 expected positions.
PASScurrent_payloadcurrentCHWCURRENT_MODEL_ZERO_FALLBACKCHW current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCHWCURRENT_NAMES_PRESENTCHW current hitter names are populated.
PASScurrent_payloadcurrentCHWCURRENT_PREDICTIONS_MATCH_FINALIZEDCHW hitter predictions mirror finalized stats.
PASScurrent_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]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.494/0.678.
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: CHW 8, SF 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 5 - SF 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: CHW.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for CHW.{'winner_confidence': 0.599771, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'SF', 'confidence': 0.569626, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_CHW@SF.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_CHW@SF.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@SF.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 183.
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: 149.
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: 183.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 5 - 2 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 5 - 2 SF.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: CHW wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=CHW, final=CHW.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 15/49 (0.306).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/50 (0.180).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: CHW wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: CHW wins 5-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 5-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: CHW wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 15/49 = 0.306.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 9/50 = 0.180.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHWCURRENT_PITCHER_DUPLICATIONCHW pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (AB: current=67, sim=35; H: current=15, sim=8; 3B: current=0, sim=3; RBI: current=8, sim=5; R: current=12, sim=5; BB: current=9, sim=5; SO: current=17, sim=10).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=8 box=5, H current=2 box=3, HR current=1 box=2, RBI current=2 box=3; Colson Montgomery: AB current=9 box=4, H current=2 box=0, HR current=1 box=0, RBI current=1 box=0; Miguel Vargas: AB current=9 box=5, H current=2 box=1, 2B current=0 box=1, R current=2 box=1; Sam Antonacci: AB current=7 box=5, 3B current=0 box=2, RBI current=1 box=0, R current=2 box=1; Chase Meidroth: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Jarred Kelenic: AB current=5 box=2, R current=0 box=1, BB current=0 box=2, SO current=2 box=0; Andrew Benintendi: AB current=8 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Tristan Peters: AB current=6 box=3, 3B current=0 box=1, RBI current=0 box=1New 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=71, sim=33; H: current=16, sim=6; 2B: current=4, sim=1; RBI: current=7, sim=2; R: current=7, sim=2; BB: current=5, sim=4; SO: current=17, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Luis Arraez: AB current=10 box=3, H current=3 box=0, RBI current=1 box=0, R current=1 box=0; Rafael Devers: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Casey Schmitt: AB current=8 box=4, H current=2 box=1, SO current=2 box=0; Willy Adames: AB current=10 box=5, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Daniel Susac: AB current=6 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Matt Chapman: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Bryce Eldridge: AB current=6 box=3, BB current=0 box=1, SO current=2 box=1; Harrison Bader: AB current=8 box=4, H current=1 box=2, 2B current=0 box=1, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.7172818183898934.193836212158203Base ML historical model prediction
variance_applied55Random variance applied (0.9-1.1)
enhanced_prediction420.600Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment52Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target52Capped at max 12 realistic runs
simulation_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHW10200110058
SF00001001026
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHWbatting67151028129170000
currentCHWpitching602439.0200
currentSFbatting7116400775170000
currentSFpitching8255109.0500
simulationCHWbatting3581325551000
simulationCHWpitching602439.0237149
simulationSFbatting336100224300
simulationSFpitching8255109.0540183
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHW1BMunetaka Murakami082001222300.250
currentCHWSSColson Montgomery092001111300.222
currentCHW3BMiguel Vargas092000212200.222
currentCHWLFSam Antonacci072000211100.286
currentCHW2BChase Meidroth092000211200.222
currentCHWRFJarred Kelenic051000000200.200
currentCHWDHAndrew Benintendi082100110200.250
currentCHWCFTristan Peters061000101100.167
currentCHWCDrew Romo061000111100.167
currentSF2BLuis Arraez0103000111100.300
currentSF1BRafael Devers092100111300.222
currentSFLFCasey Schmitt082000110200.250
currentSFSSWilly Adames0102100110300.200
currentSFCDaniel Susac062100011100.333
currentSF3BMatt Chapman082100111200.250
currentSFDHBryce Eldridge061000000200.167
currentSFCFHarrison Bader081000111200.125
currentSFRFDrew Gilbert061000100100.167
simulationCHW1LFSam Antonacci552020100200.400
simulationCHW21BMunetaka Murakami553002130000.600
simulationCHW33BMiguel Vargas551100110400.200
simulationCHW4SSColson Montgomery540000001000.000
simulationCHW52BChase Meidroth440000000100.000
simulationCHW6DHAndrew Benintendi440000000100.000
simulationCHW7RFJarred Kelenic421000102000.500
simulationCHW8CFTristan Peters431010111100.333
simulationCHW9CDrew Romo430000001100.000
simulationSF1SSWilly Adames551000000000.200
simulationSF22BLuis Arraez430000001000.000
simulationSF3LFCasey Schmitt441000110000.250
simulationSF41BRafael Devers430000001100.000
simulationSF53BMatt Chapman441000000100.250
simulationSF6CDaniel Susac440000000000.000
simulationSF7DHBryce Eldridge431000001100.333
simulationSF8CFHarrison Bader442100110000.500
simulationSF9RFDrew Gilbert430000001000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHW1Bryan HudsonStarter5.0300210000.001.571.35
currentCHW2Grant TaylorMiddle Reliever1.0000010000.001.421.26
currentCHW3Jordan HicksMiddle Reliever1.0211000009.0027.006.00
currentCHW4Sean NewcombMiddle Reliever1.0111210009.007.711.71
currentCHW5Seranthony DomínguezMiddle Reliever1.0000000000.0013.503.00
currentSF1Adrian HouserStarter5.1533351005.065.251.48
currentSF2Caleb KilianMiddle Reliever1.0111120009.002.531.12
currentSF3Erik MillerMiddle Reliever1.0100110000.004.051.50
currentSF4Keaton WinnMiddle Reliever1.0111011009.002.110.80
currentSF5Joel PegueroMiddle Reliever0.2000010000.001.290.71
simulationCHW1Bryan HudsonStarter5.030021020800.001.571.35
simulationCHW2Seranthony DomínguezMiddle Reliever1.00000003160.0013.503.00
simulationCHW3Grant TaylorMiddle Reliever1.00000103180.001.421.26
simulationCHW4Sean NewcombMiddle Reliever1.01112106169.007.711.71
simulationCHW5Jordan HicksMiddle Reliever1.02110005199.0027.006.00
simulationSF1Adrian HouserStarter5.1533351241065.065.251.48
simulationSF2Caleb KilianMiddle Reliever1.01111205289.002.531.12
simulationSF3Keaton WinnMiddle Reliever1.01110114169.002.110.80
simulationSF4Erik MillerMiddle Reliever1.01001105200.004.051.50
simulationSF5Joel PegueroMiddle Reliever0.20000102130.001.290.71
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHWBryan HudsonStarter5.003212080
CHWGrant TaylorMiddle Reliever1.00001318
CHWJordan HicksMiddle Reliever1.01200519
CHWSean NewcombMiddle Reliever1.01121616
CHWSeranthony DomínguezMiddle Reliever1.00000316
SFAdrian HouserStarter5.1353524106
SFCaleb KilianMiddle Reliever1.01112528
SFErik MillerMiddle Reliever1.00111520
SFKeaton WinnMiddle Reliever1.01101416
SFJoel PegueroMiddle Reliever0.20001213
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.

20260523_CLE@PHI

20260523_CLE@PHI.json • 2026-05-23

CLE 2 - PHI 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_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_payloadcurrentPHICURRENT_PITCHER_DUPLICATIONPHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=68, sim=32; H: current=15, sim=5; 2B: current=1, sim=2; HR: current=0, sim=1; RBI: current=9, sim=2; R: current=8, sim=2; BB: current=7, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Chase DeLauter: AB current=9 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; José Ramírez: AB current=9 box=3, H current=2 box=1, RBI current=1 box=0; Travis Bazzana: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Manzardo: AB current=7 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Rhys Hoskins: AB current=6 box=4, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Angel Martínez: AB current=8 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Daniel Schneemann: AB current=7 box=4, H current=2 box=1, 2B current=1 box=0, HR current=0 box=1; Steven Kwan: AB current=9 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=71, sim=30; H: current=15, sim=6; 2B: current=1, sim=2; HR: current=1, sim=3; RBI: current=8, sim=5; R: current=8, sim=5; BB: current=6, sim=1; SO: current=18, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Schwarber: AB current=10 box=4, H current=2 box=1, RBI current=2 box=1, BB current=1 box=0; Alec Bohm: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Bryce Harper: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, HR current=0 box=1; Trea Turner: AB current=10 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Brandon Marsh: AB current=7 box=4, H current=2 box=1, HR current=0 box=1, RBI current=1 box=2; J.T. Realmuto: AB current=7 box=2, SO current=1 box=0; Adolis García: AB current=8 box=3, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Bryson Stott: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match PHI pitching: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match PHI pitching: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match PHI pitching: 15.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=36 matches PHI BF=36.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match CLE pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match CLE pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match CLE pitching: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match CLE pitching: 6.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=32 matches CLE BF=32.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.450.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.550.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.550.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.494/0.678.
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: CLE 5, PHI 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 2 - PHI 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PHI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PHI.{'winner_confidence': 0.549551, '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': '2026-05-22', 'predicted_team': 'PHI', 'confidence': 0.532781, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_CLE@PHI.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_CLE@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@PHI.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 132.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 177.
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: 132.
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: 177.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 2 - 4 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 2 - 5 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PHI wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PHI, final=PHI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.550.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 23/52 (0.442).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 10/51 (0.196).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PHI wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PHI wins 2-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 2-5 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PHI 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_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 23/52 = 0.442.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 10/51 = 0.196.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match PHI pitching: 4.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match PHI pitching: 5.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match PHI pitching: 15.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=36 matches PHI BF=36.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match CLE pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match CLE pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match CLE pitching: 6.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match CLE pitching: 6.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=32 matches CLE BF=32.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentPHICURRENT_LINEUP_SHAPEPHI current lineup has 9 expected positions.
PASScurrent_payloadcurrentPHICURRENT_MODEL_ZERO_FALLBACKPHI current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPHICURRENT_NAMES_PRESENTPHI current hitter names are populated.
PASScurrent_payloadcurrentPHICURRENT_PREDICTIONS_MATCH_FINALIZEDPHI hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.450.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.550.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.550.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.494/0.678.
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: CLE 5, PHI 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CLE 2 - PHI 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PHI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PHI.{'winner_confidence': 0.549551, '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': '2026-05-22', 'predicted_team': 'PHI', 'confidence': 0.532781, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_CLE@PHI.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_CLE@PHI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CLE@PHI.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 132.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 177.
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: 132.
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: 177.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI includes a starter/opener role.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentPHIPITCHING_TOTALS_SUMcurrent:PHI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CLE 2 - 4 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CLE 2 - 5 PHI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PHI wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PHI, final=PHI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.550.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 23/52 (0.442).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 10/51 (0.196).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PHI wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PHI wins 2-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-4, final 2-5 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PHI 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_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 23/52 = 0.442.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 10/51 = 0.196.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentPHICURRENT_PITCHER_DUPLICATIONPHI pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=68, sim=32; H: current=15, sim=5; 2B: current=1, sim=2; HR: current=0, sim=1; RBI: current=9, sim=2; R: current=8, sim=2; BB: current=7, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Chase DeLauter: AB current=9 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; José Ramírez: AB current=9 box=3, H current=2 box=1, RBI current=1 box=0; Travis Bazzana: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Manzardo: AB current=7 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Rhys Hoskins: AB current=6 box=4, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Angel Martínez: AB current=8 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Daniel Schneemann: AB current=7 box=4, H current=2 box=1, 2B current=1 box=0, HR current=0 box=1; Steven Kwan: AB current=9 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI model-prediction batting totals differ from final simulation box score (AB: current=71, sim=30; H: current=15, sim=6; 2B: current=1, sim=2; HR: current=1, sim=3; RBI: current=8, sim=5; R: current=8, sim=5; BB: current=6, sim=1; SO: current=18, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Schwarber: AB current=10 box=4, H current=2 box=1, RBI current=2 box=1, BB current=1 box=0; Alec Bohm: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Bryce Harper: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, HR current=0 box=1; Trea Turner: AB current=10 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Brandon Marsh: AB current=7 box=4, H current=2 box=1, HR current=0 box=1, RBI current=1 box=2; J.T. Realmuto: AB current=7 box=2, SO current=1 box=0; Adolis García: AB current=8 box=3, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Bryson Stott: AB current=7 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.18659257888793957.362848281860352Base ML historical model prediction
variance_applied58Random variance applied (0.9-1.1)
enhanced_prediction230.550Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment24Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target24Capped at max 12 realistic runs
simulation_result25Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CLE00020000025
PHI30100010056
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCLEbatting6815100987150000
currentCLEpitching635168.0500
currentPHIbatting7115101886180000
currentPHIpitching5124159.0200
simulationCLEbatting3252012241500
simulationCLEpitching635168.0532132
simulationPHIbatting306203551601
simulationPHIpitching5124159.0236177
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCLERFChase DeLauter092000111100.222
currentCLE3BJosé Ramírez092000111100.222
currentCLE2BTravis Bazzana082000111200.250
currentCLE1BKyle Manzardo072000111300.286
currentCLEDHRhys Hoskins061000111200.167
currentCLELFAngel Martínez081000110200.125
currentCLESSDaniel Schneemann072100111200.286
currentCLECFSteven Kwan092000111100.222
currentCLECPatrick Bailey051000010100.200
currentPHIDHKyle Schwarber0102001121500.200
currentPHI3BAlec Bohm082000111100.250
currentPHI1BBryce Harper082100111200.250
currentPHISSTrea Turner0102000111200.200
currentPHILFBrandon Marsh072000110200.286
currentPHICJ.T. Realmuto071000101100.143
currentPHIRFAdolis García081000111300.125
currentPHI2BBryson Stott072000110100.286
currentPHICFJustin Crawford061000000100.167
simulationCLE12BTravis Bazzana430000001000.000
simulationCLE23BJosé Ramírez431000101100.333
simulationCLE3RFChase DeLauter431000001100.333
simulationCLE41BKyle Manzardo441100000300.250
simulationCLE5DHRhys Hoskins441100000200.250
simulationCLE6SSDaniel Schneemann441001120200.250
simulationCLE7LFAngel Martínez440000000300.000
simulationCLE8CFSteven Kwan430000001100.000
simulationCLE9CPatrick Bailey440000000200.000
simulationPHI1SSTrea Turner440000000200.000
simulationPHI2DHKyle Schwarber441001110100.250
simulationPHI31BBryce Harper441001110200.250
simulationPHI43BAlec Bohm430000000010.000
simulationPHI5LFBrandon Marsh441001120000.250
simulationPHI62BBryson Stott330000000000.000
simulationPHI7CJ.T. Realmuto321000101000.500
simulationPHI8RFAdolis García331100000100.333
simulationPHI9CFJustin Crawford331100110000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCLE1Slade CecconiStarter5.0544133007.205.161.49
currentCLE2Cade SmithMiddle Reliever1.2111020005.402.551.09
currentCLE4Erik SabrowskiMiddle Reliever1.1000010000.001.710.95
currentPHI1Zack WheelerStarter6.1511081001.421.990.88
currentPHI2Brad KellerMiddle Reliever1.0000320000.003.921.16
currentPHI3Jhoan DuranMiddle Reliever1.0000130000.001.981.10
currentPHI4José AlvaradoMiddle Reliever0.20110200013.506.111.92
simulationCLE1Slade CecconiStarter5.054413322917.205.161.49
simulationCLE2Cade SmithMiddle Reliever1.21110206245.402.551.09
simulationCLE3Erik SabrowskiMiddle Reliever1.10000104170.001.710.95
simulationPHI1Zack WheelerStarter6.1511081241071.421.990.88
simulationPHI2Jhoan DuranMiddle Reliever1.00001304170.001.981.10
simulationPHI3Brad KellerMiddle Reliever1.00003206370.003.921.16
simulationPHI4José AlvaradoMiddle Reliever0.201102021613.506.111.92
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CLESlade CecconiStarter5.045132291
CLECade SmithMiddle Reliever1.21102624
CLEErik SabrowskiMiddle Reliever1.10001417
PHIZack WheelerStarter6.1150824107
PHIBrad KellerMiddle Reliever1.00032637
PHIJhoan DuranMiddle Reliever1.00013417
PHIJosé AlvaradoMiddle Reliever0.21002216
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.

20260523_COL@ARI

20260523_COL@ARI.json • 2026-05-23

COL 3 - ARI 7
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_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=67, sim=34; H: current=15, sim=10; 2B: current=2, sim=3; HR: current=0, sim=3; RBI: current=9, sim=7; R: current=9, sim=7; BB: current=8, sim=4; SO: current=14, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Ketel Marte: AB current=10 box=5, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Geraldo Perdomo: AB current=7 box=3, H current=1 box=3, 2B current=0 box=1, RBI current=1 box=0; Corbin Carroll: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Nolan Arenado: AB current=7 box=4, 2B current=1 box=0, HR current=0 box=2, RBI current=1 box=6; Tim Tawa: AB current=5 box=2, H current=1 box=0, RBI current=1 box=0, R current=0 box=1; Jose Fernandez: AB current=7 box=4, 2B current=0 box=1, HR current=0 box=1, SO current=2 box=0; Ildemaro Vargas: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, SO current=1 box=0; Gabriel Moreno: AB current=8 box=4, H current=2 box=1, RBI 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-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=58, sim=34; H: current=14, sim=7; 2B: current=3, sim=2; HR: current=0, sim=1; RBI: current=6, sim=3; R: current=8, sim=3; BB: current=6, sim=0; SO: current=14, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Willi Castro: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Troy Johnston: AB current=7 box=4, BB current=1 box=0, SO current=2 box=0; Hunter Goodman: AB current=9 box=4, H current=2 box=1, HR current=0 box=1, RBI current=1 box=2; Jake McCarthy: AB current=6 box=4, RBI current=1 box=0, SO current=1 box=0; TJ Rumfield: AB current=8 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Ezequiel Tovar: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Chad Stevens: H current=1 box=0, BB current=1 box=0; Kyle Karros: AB current=6 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
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: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match COL pitching: 3.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match COL pitching: 10.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match COL pitching: 8.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=38 matches COL BF=38.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match ARI pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match ARI pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match ARI pitching: 7.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match ARI pitching: 4.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=34 matches ARI BF=34.
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]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.453/0.625.
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: COL 7, ARI 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 3 - ARI 7.
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': 0.53, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'ARI', 'confidence': 0.596417, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_COL@ARI.json'}, {'date': '2026-05-21', 'predicted_team': 'ARI', 'confidence': 0.596417, 'actual_winner': None, 'actual_margin': 0, 'file': '20260521_COL@ARI.json'}, {'date': '2026-05-17', 'predicted_team': 'COL', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260517_ARI@COL.json'}, {'date': '2026-05-16', 'predicted_team': 'ARI', 'confidence': 0.588131, 'actual_winner': None, 'actual_margin': 0, 'file': '20260516_ARI@COL.json'}, {'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: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_COL@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@ARI.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 126.
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: 126.
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: 149.
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: 8.0.
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: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 2 - 7 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 3 - 7 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 7-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ARI, final=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/50 (0.140).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 19/50 (0.380).
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 7-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 3-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-7, final 3-7 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 7-3.
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: 19/50 = 0.380.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 7/50 = 0.140.
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: 4.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match COL pitching: 3.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match COL pitching: 10.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match COL pitching: 8.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=38 matches COL BF=38.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match ARI pitching: 0.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match ARI pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match ARI pitching: 7.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match ARI pitching: 4.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=34 matches ARI BF=34.
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]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.453/0.625.
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: COL 7, ARI 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: COL 3 - ARI 7.
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': 0.53, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'ARI', 'confidence': 0.596417, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_COL@ARI.json'}, {'date': '2026-05-21', 'predicted_team': 'ARI', 'confidence': 0.596417, 'actual_winner': None, 'actual_margin': 0, 'file': '20260521_COL@ARI.json'}, {'date': '2026-05-17', 'predicted_team': 'COL', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260517_ARI@COL.json'}, {'date': '2026-05-16', 'predicted_team': 'ARI', 'confidence': 0.588131, 'actual_winner': None, 'actual_margin': 0, 'file': '20260516_ARI@COL.json'}, {'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: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_COL@ARI.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: COL@ARI.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 126.
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: 126.
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: 149.
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: 8.0.
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: 8.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: COL 2 - 7 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: COL 3 - 7 ARI.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 7-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ARI, final=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/50 (0.140).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 19/50 (0.380).
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 7-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 3-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-7, final 3-7 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 7-3.
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: 19/50 = 0.380.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 7/50 = 0.140.
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=67, sim=34; H: current=15, sim=10; 2B: current=2, sim=3; HR: current=0, sim=3; RBI: current=9, sim=7; R: current=9, sim=7; BB: current=8, sim=4; SO: current=14, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Ketel Marte: AB current=10 box=5, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Geraldo Perdomo: AB current=7 box=3, H current=1 box=3, 2B current=0 box=1, RBI current=1 box=0; Corbin Carroll: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Nolan Arenado: AB current=7 box=4, 2B current=1 box=0, HR current=0 box=2, RBI current=1 box=6; Tim Tawa: AB current=5 box=2, H current=1 box=0, RBI current=1 box=0, R current=0 box=1; Jose Fernandez: AB current=7 box=4, 2B current=0 box=1, HR current=0 box=1, SO current=2 box=0; Ildemaro Vargas: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, SO current=1 box=0; Gabriel Moreno: AB current=8 box=4, H current=2 box=1, RBI 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-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (AB: current=58, sim=34; H: current=14, sim=7; 2B: current=3, sim=2; HR: current=0, sim=1; RBI: current=6, sim=3; R: current=8, sim=3; BB: current=6, sim=0; SO: current=14, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Willi Castro: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Troy Johnston: AB current=7 box=4, BB current=1 box=0, SO current=2 box=0; Hunter Goodman: AB current=9 box=4, H current=2 box=1, HR current=0 box=1, RBI current=1 box=2; Jake McCarthy: AB current=6 box=4, RBI current=1 box=0, SO current=1 box=0; TJ Rumfield: AB current=8 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Ezequiel Tovar: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Chad Stevens: H current=1 box=0, BB current=1 box=0; Kyle Karros: AB current=6 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.78836870193481455.996368885040283Base ML historical model prediction
variance_applied56Random variance applied (0.9-1.1)
enhanced_prediction260.530Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment27Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target27Capped at max 12 realistic runs
simulation_result37Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
COL00020000137
ARI003000310710
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCOLbatting5814300686140000
currentCOLpitching1037488.0700
currentARIbatting6715200998140000
currentARIpitching713049.0300
simulationCOLbatting347201330400
simulationCOLpitching1037488.0738149
simulationARIbatting3410303774800
simulationARIpitching713049.0334126
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCOL1BWilli Castro072000111200.286
currentCOLLFTroy Johnston072100111200.286
currentCOLCHunter Goodman092000211300.222
currentCOLCFJake McCarthy061000110100.167
currentCOLDHTJ Rumfield082100111100.250
currentCOLSSEzequiel Tovar082100110200.250
currentCOLRFSterlin Thompson041000000000.250
currentCOL2BChad Stevens031000001100.333
currentCOL3BKyle Karros061000101200.167
currentARI2BKetel Marte0102100111200.200
currentARISSGeraldo Perdomo071000112100.143
currentARIRFCorbin Carroll082000211200.250
currentARI3BNolan Arenado072100111100.286
currentARILFTim Tawa051000011100.200
currentARIDHJose Fernandez072000110200.286
currentARI1BIldemaro Vargas092000110100.222
currentARICGabriel Moreno082000111200.250
currentARICFRyan Waldschmidt061000111200.167
simulationCOL1CFJake McCarthy441000100000.250
simulationCOL2CHunter Goodman441001120100.250
simulationCOL3DHTJ Rumfield441100000000.250
simulationCOL41BWilli Castro440000000100.000
simulationCOL5LFTroy Johnston442100110000.500
simulationCOL6SSEzequiel Tovar441000000100.250
simulationCOL7RFSterlin Thompson441000000000.250
simulationCOL82BChad Stevens330000000100.000
simulationCOL93BKyle Karros330000000000.000
simulationARI12BKetel Marte550000000100.000
simulationARI2RFCorbin Carroll541100101100.250
simulationARI3SSGeraldo Perdomo433100101001.000
simulationARI43BNolan Arenado442002160200.500
simulationARI51BIldemaro Vargas441000100000.250
simulationARI6CGabriel Moreno441000100100.250
simulationARI7DHJose Fernandez442101110000.500
simulationARI8LFTim Tawa420000102100.000
simulationARI9CFRyan Waldschmidt440000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCOL1Michael LorenzenStarter4.2744171007.717.031.91
currentCOL2Antonio SenzatelaMiddle Reliever1.1000100000.001.120.78
currentCOL3Jaden HillMiddle Reliever1.2111101005.402.841.37
currentCOL5Juan MejiaMiddle Reliever0.12221110054.004.071.56
currentARI1Zac GallenStarter5.0311031001.804.781.43
currentARI3Juan MorilloMiddle Reliever1.0111000009.0010.802.40
currentARI5Paul SewaldMiddle Reliever2.0000000000.000.000.00
currentARI6Taylor ClarkeMiddle Reliever1.0311010009.00108.009.00
simulationCOL1Michael LorenzenStarter4.274417122847.717.031.91
simulationCOL2Antonio SenzatelaMiddle Reliever1.10001005250.001.120.78
simulationCOL3Juan MejiaMiddle Reliever0.122211142054.004.071.56
simulationCOL4Jaden HillMiddle Reliever1.21111017205.402.841.37
simulationARI1Zac GallenStarter5.031103118851.804.781.43
simulationARI2Paul SewaldMiddle Reliever2.0000000660.000.000.00
simulationARI3Juan MorilloMiddle Reliever1.01110004209.0010.802.40
simulationARI4Taylor ClarkeMiddle Reliever1.03110106159.00108.009.00
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
COLMichael LorenzenStarter4.247172284
COLAntonio SenzatelaMiddle Reliever1.10010525
COLJaden HillMiddle Reliever1.21110720
COLJuan MejiaMiddle Reliever0.12211420
ARIZac GallenStarter5.013031885
ARIJuan MorilloMiddle Reliever1.01100420
ARIPaul SewaldMiddle Reliever2.0000066
ARITaylor ClarkeMiddle Reliever1.01301615
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.

20260523_DET@BAL

20260523_DET@BAL.json • 2026-05-23

DET 4 - BAL 1
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=67, sim=32; H: current=17, sim=5; 2B: current=4, sim=1; RBI: current=10, sim=1; R: current=11, sim=1; BB: current=9, sim=2; SO: current=18, sim=5).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: Jackson Holliday: AB current=3 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Colton Cowser: AB current=5 box=4, RBI current=1 box=0, R current=1 box=0, SO current=2 box=0; Gunnar Henderson: AB current=11 box=4, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Pete Alonso: AB current=9 box=4, H current=2 box=1, 2B current=1 box=0, HR current=1 box=0; Adley Rutschman: AB current=9 box=4, H current=3 box=1, 2B current=1 box=0, HR current=0 box=1; Tyler O'Neill: AB current=6 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Taylor Ward: AB current=9 box=2, H current=3 box=1, RBI current=1 box=0, R current=2 box=0; Coby Mayo: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=64, sim=34; H: current=12, sim=9; 2B: current=4, sim=3; RBI: current=6, sim=4; R: current=7, sim=4; BB: current=5, sim=4; SO: current=17, 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-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Matt Vierling: AB current=8 box=4, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Spencer Torkelson: AB current=7 box=5, 2B current=1 box=0, BB current=1 box=0; Zach McKinstry: AB current=6 box=3, H current=1 box=0, R current=0 box=1, BB current=0 box=1; Kevin McGonigle: AB current=9 box=2, H current=2 box=1, RBI current=1 box=2, BB current=1 box=2; Gage Workman: AB current=5 box=4, H current=1 box=0, 2B current=1 box=0, R current=1 box=0; Wenceel Pérez: AB current=7 box=4, SO current=2 box=0; Dillon Dingler: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Colt Keith: AB current=6 box=4, H current=1 box=2, 2B current=0 box=1, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match DET pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match DET pitching: 5.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=34 matches DET BF=34.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match BAL pitching: 4.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match BAL pitching: 0.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match BAL pitching: 9.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match BAL pitching: 6.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=40 matches BAL BF=40.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET 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_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.453/0.625.
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: DET 9, BAL 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 4 - BAL 1.
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': 0.57965, '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': '2026-05-22', 'predicted_team': 'DET', 'confidence': 0.534941, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_DET@BAL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_DET@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@BAL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 133.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 168.
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: 168.
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: 133.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: DET 5 - 2 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 4 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=DET, final=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 13/51 (0.255).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/50 (0.180).
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 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 4-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 4-1 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 9/50 = 0.180.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 13/51 = 0.255.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match DET pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match DET pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match DET pitching: 5.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=34 matches DET BF=34.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match BAL pitching: 4.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match BAL pitching: 0.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match BAL pitching: 9.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match BAL pitching: 6.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=40 matches BAL BF=40.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET 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_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.453/0.625.
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: DET 9, BAL 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 4 - BAL 1.
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': 0.57965, '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': '2026-05-22', 'predicted_team': 'DET', 'confidence': 0.534941, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_DET@BAL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_DET@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@BAL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 133.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 168.
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: 168.
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: 133.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBALPITCHING_TOTALS_SUMcurrent:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBALPITCHING_TOTALS_SUMsimulation:BAL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: DET 5 - 2 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 4 - 1 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=DET, final=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 13/51 (0.255).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/50 (0.180).
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 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET wins 4-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-2, final 4-1 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: DET wins 4-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 9/50 = 0.180.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 13/51 = 0.255.
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_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=67, sim=32; H: current=17, sim=5; 2B: current=4, sim=1; RBI: current=10, sim=1; R: current=11, sim=1; BB: current=9, sim=2; SO: current=18, sim=5).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: Jackson Holliday: AB current=3 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Colton Cowser: AB current=5 box=4, RBI current=1 box=0, R current=1 box=0, SO current=2 box=0; Gunnar Henderson: AB current=11 box=4, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Pete Alonso: AB current=9 box=4, H current=2 box=1, 2B current=1 box=0, HR current=1 box=0; Adley Rutschman: AB current=9 box=4, H current=3 box=1, 2B current=1 box=0, HR current=0 box=1; Tyler O'Neill: AB current=6 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Taylor Ward: AB current=9 box=2, H current=3 box=1, RBI current=1 box=0, R current=2 box=0; Coby Mayo: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=64, sim=34; H: current=12, sim=9; 2B: current=4, sim=3; RBI: current=6, sim=4; R: current=7, sim=4; BB: current=5, sim=4; SO: current=17, 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-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Matt Vierling: AB current=8 box=4, 2B current=1 box=0, RBI current=1 box=0, R current=1 box=0; Spencer Torkelson: AB current=7 box=5, 2B current=1 box=0, BB current=1 box=0; Zach McKinstry: AB current=6 box=3, H current=1 box=0, R current=0 box=1, BB current=0 box=1; Kevin McGonigle: AB current=9 box=2, H current=2 box=1, RBI current=1 box=2, BB current=1 box=2; Gage Workman: AB current=5 box=4, H current=1 box=0, 2B current=1 box=0, R current=1 box=0; Wenceel Pérez: AB current=7 box=4, SO current=2 box=0; Dillon Dingler: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Colt Keith: AB current=6 box=4, H current=1 box=2, 2B current=0 box=1, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.993243694305424.315752983093262Base ML historical model prediction
variance_applied74Random variance applied (0.9-1.1)
enhanced_prediction420.580Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment52Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target52Capped at max 12 realistic runs
simulation_result41Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
DET00100010249
BAL00000000115
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentDETbatting6412400675170000
currentDETpitching511259.0100
currentBALbatting671740110119180000
currentBALpitching904469.0400
simulationDETbatting349300444620
simulationDETpitching511259.0134133
simulationBALbatting325101112500
simulationBALpitching904469.0440168
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentDETDHMatt Vierling081100111200.125
currentDETCSpencer Torkelson071100111200.143
currentDET1BZach McKinstry061000010100.167
currentDET2BKevin McGonigle092000111200.222
currentDET3BGage Workman051100100200.200
currentDETSSWenceel Pérez071000000200.143
currentDETLFDillon Dingler082000111200.250
currentDETCFColt Keith061000100200.167
currentDETRFRiley Greene082100111200.250
currentBALDHJackson Holliday031000111100.333
currentBALCColton Cowser051000110200.200
currentBAL1BGunnar Henderson0113100211300.273
currentBAL2BPete Alonso092101121200.222
currentBAL3BAdley Rutschman093100111100.333
currentBALSSTyler O'Neill061000111200.167
currentBALLFTaylor Ward093100212200.333
currentBALCFCoby Mayo071000111200.143
currentBALRFSamuel Basallo082000111300.250
simulationDET1CFMatt Vierling541000001000.250
simulationDET2SSKevin McGonigle521000122100.500
simulationDET32BZach McKinstry530000111100.000
simulationDET41BSpencer Torkelson551000110200.200
simulationDET5CDillon Dingler441100000100.250
simulationDET63BGage Workman440000000100.000
simulationDET7RFWenceel Pérez441000000000.250
simulationDET8LFRiley Greene442100100000.500
simulationDET93BColt Keith442100000000.500
simulationBAL1CFColton Cowser441000000000.250
simulationBAL2SSGunnar Henderson440000000200.000
simulationBAL32BJackson Holliday441000000000.250
simulationBAL41BPete Alonso441000000100.250
simulationBAL5CAdley Rutschman441001110000.250
simulationBAL63BCoby Mayo430000001000.000
simulationBAL7RFTyler O'Neill440000000100.000
simulationBAL8LFTaylor Ward321100001000.500
simulationBAL9CSamuel Basallo330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentDET1Framber ValdezStarter5.1400020000.004.581.40
currentDET2Kyle FinneganMiddle Reliever1.2000010000.000.751.38
currentDET3Kenley JansenMiddle Reliever1.0000200000.002.020.90
currentDET4Will VestMiddle Reliever1.0111021009.005.931.39
currentBAL1Brandon YoungStarter4.2533220005.794.251.48
currentBAL2Andrew KittredgeMiddle Reliever1.0200210000.009.722.04
currentBAL3Anthony NunezMiddle Reliever1.0211010009.003.801.01
currentBAL4Yennier CanoMiddle Reliever1.1000020000.001.420.53
currentBAL5Rico GarciaMiddle Reliever1.0000000000.000.840.56
simulationDET1Framber ValdezStarter5.140002020890.004.581.40
simulationDET2Kenley JansenMiddle Reliever1.00002005200.002.020.90
simulationDET3Kyle FinneganMiddle Reliever1.2000010550.000.751.38
simulationDET4Will VestMiddle Reliever1.01110214199.005.931.39
simulationBAL1Brandon YoungStarter4.253322021925.794.251.48
simulationBAL2Rico GarciaMiddle Reliever1.00000003130.000.840.56
simulationBAL3Anthony NunezMiddle Reliever1.02110105199.003.801.01
simulationBAL4Yennier CanoMiddle Reliever1.10000204170.001.420.53
simulationBAL5Andrew KittredgeMiddle Reliever1.02002107270.009.722.04
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
DETFramber ValdezStarter5.104022089
DETKyle FinneganMiddle Reliever1.2000155
DETKenley JansenMiddle Reliever1.00020520
DETWill VestMiddle Reliever1.01102419
BALBrandon YoungStarter4.235222192
BALAndrew KittredgeMiddle Reliever1.00221727
BALAnthony NunezMiddle Reliever1.01201519
BALYennier CanoMiddle Reliever1.10002417
BALRico GarciaMiddle Reliever1.00000313
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260523_HOU@CHC

20260523_HOU@CHC.json • 2026-05-23

HOU 5 - CHC 1
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 91INFO 8

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=4; HR: current=0, sim=1; R: current=5, sim=1; BB: current=4, sim=3; 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-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Alex Bregman: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Nico Hoerner: H current=1 box=2, BB current=1 box=0; Michael Busch: AB current=4 box=3, RBI current=1 box=0, SO current=1 box=0; Pete Crow-Armstrong: H current=1 box=0, R current=1 box=0; Michael Conforto: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Seiya Suzuki: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Moisés Ballesteros: AB current=3 box=4, H current=1 box=0; Miguel Amaya: H current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=32, sim=38; H: current=9, sim=11; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=1, sim=5; R: current=1, sim=5; BB: current=1, sim=2; SO: current=8, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jeremy Peña: AB current=4 box=5, SO current=1 box=0; Christian Walker: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Isaac Paredes: AB current=4 box=5, H current=1 box=0, SO current=1 box=0; Yordan Alvarez: AB current=4 box=5, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Braden Shewmake: AB current=4 box=3, R current=0 box=1, BB current=0 box=1; Brice Matthews: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Cam Smith: H current=1 box=0, BB current=0 box=1; Zach Cole: AB current=3 box=4, H current=1 box=2, 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.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 3-2, final 5-1 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match HOU pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match HOU pitching: 4.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match HOU pitching: 9.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=34 matches HOU BF=34.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match CHC pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match CHC pitching: 11.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match CHC pitching: 4.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=40 matches CHC BF=40.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU 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-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU 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_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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.533/0.724.
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: HOU 11, CHC 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 5 - CHC 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: HOU.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for HOU.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'CHC', 'confidence': 0.549314, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_HOU@CHC.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_HOU@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@CHC.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 133.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
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: 160.
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: 133.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU 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_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_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_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 3 - 2 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 5 - 1 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: HOU wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=HOU, final=HOU.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 21/51 (0.412).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/50 (0.140).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: HOU wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: HOU wins 5-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: HOU wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 7/50 = 0.140.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 21/51 = 0.412.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match HOU pitching: 3.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match HOU pitching: 1.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match HOU pitching: 4.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match HOU pitching: 9.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=34 matches HOU BF=34.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match CHC pitching: 2.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match CHC pitching: 11.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match CHC pitching: 4.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=40 matches CHC BF=40.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU 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-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU 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_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.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.510.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.490.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.533/0.724.
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: HOU 11, CHC 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: HOU 5 - CHC 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: HOU.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for HOU.{'winner_confidence': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'CHC', 'confidence': 0.549314, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_HOU@CHC.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_HOU@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: HOU@CHC.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 133.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 160.
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: 160.
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: 133.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU 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_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_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_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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: HOU 3 - 2 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: HOU 5 - 1 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: HOU wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=HOU, final=HOU.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 21/51 (0.412).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/50 (0.140).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: HOU wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: HOU wins 5-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: HOU wins 5-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 7/50 = 0.140.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 21/51 = 0.412.
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_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_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=32, sim=31; H: current=9, sim=4; HR: current=0, sim=1; R: current=5, sim=1; BB: current=4, sim=3; 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-schemaCHCCURRENT_PLAYER_MATCH_BOXCHC current finalized hitter lines are model predictions and differ from the simulation box score: Alex Bregman: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Nico Hoerner: H current=1 box=2, BB current=1 box=0; Michael Busch: AB current=4 box=3, RBI current=1 box=0, SO current=1 box=0; Pete Crow-Armstrong: H current=1 box=0, R current=1 box=0; Michael Conforto: H current=1 box=0, R current=1 box=0, SO current=1 box=0; Seiya Suzuki: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Moisés Ballesteros: AB current=3 box=4, H current=1 box=0; Miguel Amaya: H current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=32, sim=38; H: current=9, sim=11; 2B: current=0, sim=2; HR: current=0, sim=2; RBI: current=1, sim=5; R: current=1, sim=5; BB: current=1, sim=2; SO: current=8, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jeremy Peña: AB current=4 box=5, SO current=1 box=0; Christian Walker: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Isaac Paredes: AB current=4 box=5, H current=1 box=0, SO current=1 box=0; Yordan Alvarez: AB current=4 box=5, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Braden Shewmake: AB current=4 box=3, R current=0 box=1, BB current=0 box=1; Brice Matthews: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Cam Smith: H current=1 box=0, BB current=0 box=1; Zach Cole: AB current=3 box=4, H current=1 box=2, 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.
INFOscoreTARGET_SCORE_DRIFTAdvisory simulation varied from enhanced target without changing winner: target 3-2, final 5-1 (delta 3).No action required unless advisory simulation is promoted to canonical prediction.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.0803055763244633.50404953956604Base ML historical model prediction
variance_applied43Random variance applied (0.9-1.1)
enhanced_prediction320.510Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment32Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target32Capped at max 12 realistic runs
simulation_result51Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
HOU020010020511
CHC00000000114
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentHOUbatting32900011180000
currentHOUpitching411399.0100
currentCHCbatting32900015480000
currentCHCpitching1125249.0500
simulationHOUbatting3811202552400
simulationHOUpitching411399.0134133
simulationCHCbatting314001113900
simulationCHCpitching1125249.0540160
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentHOUSSJeremy Peña041000000100.250
currentHOU1BChristian Walker041000010100.250
currentHOU3BIsaac Paredes041000000100.250
currentHOUDHYordan Alvarez041000101100.250
currentHOU2BBraden Shewmake041000000100.250
currentHOUCFBrice Matthews031000000100.333
currentHOURFCam Smith031000000100.333
currentHOULFZach Cole031000000100.333
currentHOUCCésar Salazar031000000000.333
currentCHC3BAlex Bregman041000000100.250
currentCHC2BNico Hoerner041000001000.250
currentCHC1BMichael Busch041000011100.250
currentCHCCFPete Crow-Armstrong041000100100.250
currentCHCLFMichael Conforto031000101100.333
currentCHCRFSeiya Suzuki041000101100.250
currentCHCDHMoisés Ballesteros031000000100.333
currentCHCCMiguel Amaya031000100100.333
currentCHCSSDansby Swanson031000100100.333
simulationHOU1SSJeremy Peña551000000000.200
simulationHOU23BIsaac Paredes550000000000.000
simulationHOU3DHYordan Alvarez550000000100.000
simulationHOU41BChristian Walker552100100000.400
simulationHOU52BBraden Shewmake431000101100.333
simulationHOU6RFCam Smith430000001100.000
simulationHOU7LFZach Cole442000110000.500
simulationHOU8CFBrice Matthews442001120100.500
simulationHOU9CCésar Salazar443101120000.750
simulationCHC1CFPete Crow-Armstrong440000000100.000
simulationCHC23BAlex Bregman431001111200.333
simulationCHC31BMichael Busch431000001000.333
simulationCHC42BNico Hoerner442000000000.500
simulationCHC5LFMichael Conforto430000001000.000
simulationCHC6RFSeiya Suzuki440000000200.000
simulationCHC7DHMoisés Ballesteros440000000100.000
simulationCHC8CMiguel Amaya330000000100.000
simulationCHC9SSDansby Swanson330000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentHOU1Kai-Wei TengStarter5.0100260000.002.611.10
currentHOU2AJ BlubaughMiddle Reliever1.2200101000.004.551.42
currentHOU3Bryan AbreuMiddle Reliever1.0011010009.007.632.09
currentHOU4Bryan KingMiddle Reliever1.1100020000.003.001.38
currentCHC1Colin ReaStarter4.2833121005.794.981.43
currentCHC3Caleb ThielbarMiddle Reliever1.22221110010.801.861.03
currentCHC4Jacob WebbMiddle Reliever1.0000010000.003.051.45
currentCHC5Daniel PalenciaMiddle Reliever1.2100000000.001.861.45
simulationHOU1Kai-Wei TengStarter5.010026018740.002.611.10
simulationHOU2Bryan KingMiddle Reliever1.11000205200.003.001.38
simulationHOU3Bryan AbreuMiddle Reliever1.00110103189.007.632.09
simulationHOU4AJ BlubaughMiddle Reliever1.22001018210.004.551.42
simulationCHC1Colin ReaStarter4.283312123875.794.981.43
simulationCHC2Daniel PalenciaMiddle Reliever1.21000006240.001.861.45
simulationCHC3Caleb ThielbarMiddle Reliever1.222211183010.801.861.03
simulationCHC4Jacob WebbMiddle Reliever1.00000103190.003.051.45
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
HOUKai-Wei TengStarter5.001261874
HOUAJ BlubaughMiddle Reliever1.20210821
HOUBryan AbreuMiddle Reliever1.01001318
HOUBryan KingMiddle Reliever1.10102520
CHCColin ReaStarter4.238122387
CHCCaleb ThielbarMiddle Reliever1.22211830
CHCJacob WebbMiddle Reliever1.00001319
CHCDaniel PalenciaMiddle Reliever1.20100624
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTinfo0000Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260523_LAD@MIL

20260523_LAD@MIL.json • 2026-05-23

LAD 3 - MIL 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_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_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=69, sim=35; H: current=17, sim=8; 2B: current=3, sim=2; HR: current=0, sim=1; RBI: current=9, sim=3; R: current=9, sim=3; BB: current=8, sim=2; SO: current=15, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: AB current=10 box=5, H current=3 box=0, 2B current=1 box=0, RBI current=2 box=0; Freddie Freeman: AB current=8 box=4, H current=2 box=1, BB current=1 box=0, SO current=2 box=1; Mookie Betts: AB current=9 box=2, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Andy Pages: AB current=8 box=4, H current=2 box=1, HR current=0 box=1, BB current=1 box=0; Will Smith: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Tucker: AB current=9 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Teoscar Hernández: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Miguel Rojas: AB current=5 box=4, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=68, sim=30; H: current=16, sim=6; 2B: current=2, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=7, sim=5; R: current=10, sim=5; BB: current=11, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Brice Turang: AB current=9 box=4, H current=3 box=0, RBI current=1 box=0, R current=2 box=0; Andrew Vaughn: AB current=7 box=4, HR current=0 box=1, RBI current=1 box=3, BB current=1 box=0; Jackson Chourio: AB current=10 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Christian Yelich: AB current=8 box=3, H current=2 box=1, RBI current=1 box=0, SO current=2 box=1; Sal Frelick: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Joey Ortiz: AB current=6 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Jake Bauers: AB current=8 box=3, H current=2 box=1, BB current=1 box=0, SO current=2 box=1; Gary Sánchez: AB current=7 box=3, 3B current=0 box=1, BB current=2 box=1, SO current=2 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match MIL pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match MIL pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match MIL pitching: 8.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match MIL pitching: 7.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=37 matches MIL BF=37.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match LAD pitching: 3.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match LAD pitching: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match LAD pitching: 10.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=34 matches LAD BF=34.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.427/0.601.
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: LAD 8, MIL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 3 - MIL 5.
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': 0.57965, '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': '2026-05-22', 'predicted_team': 'MIL', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_LAD@MIL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_LAD@MIL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@MIL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
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: 141.
PASSpitch_countsimulationMILPITCH_COUNT_PITCHER_MATCHMIL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMILPITCH_COUNT_TOTAL_MATCHMIL pitch_count_summary total, row sum, and pitching total all match: 150.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
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_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD 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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 4 - 5 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 3 - 5 MIL.
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: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 14/50 (0.280).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 19/46 (0.413).
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 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 3-5 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 14/50 = 0.280.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 19/46 = 0.413.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match MIL pitching: 2.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match MIL pitching: 1.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match MIL pitching: 8.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match MIL pitching: 7.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=37 matches MIL BF=37.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match LAD pitching: 3.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match LAD pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match LAD pitching: 6.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match LAD pitching: 10.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=34 matches LAD BF=34.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMILCURRENT_LINEUP_SHAPEMIL current lineup has 9 expected positions.
PASScurrent_payloadcurrentMILCURRENT_MODEL_ZERO_FALLBACKMIL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMILCURRENT_NAMES_PRESENTMIL current hitter names are populated.
PASScurrent_payloadcurrentMILCURRENT_PREDICTIONS_MATCH_FINALIZEDMIL hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 8 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.427/0.601.
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: LAD 8, MIL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: LAD 3 - MIL 5.
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': 0.57965, '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': '2026-05-22', 'predicted_team': 'MIL', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_LAD@MIL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_LAD@MIL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: LAD@MIL.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 141.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
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: 141.
PASSpitch_countsimulationMILPITCH_COUNT_PITCHER_MATCHMIL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMILPITCH_COUNT_TOTAL_MATCHMIL pitch_count_summary total, row sum, and pitching total all match: 150.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL includes a starter/opener role.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
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_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD 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.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: LAD 4 - 5 MIL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: LAD 3 - 5 MIL.
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: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 14/50 (0.280).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 19/46 (0.413).
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 3-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 3-5 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 8.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL wins 5-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 14/50 = 0.280.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 19/46 = 0.413.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentMILCURRENT_PITCHER_DUPLICATIONMIL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=69, sim=35; H: current=17, sim=8; 2B: current=3, sim=2; HR: current=0, sim=1; RBI: current=9, sim=3; R: current=9, sim=3; BB: current=8, sim=2; SO: current=15, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: AB current=10 box=5, H current=3 box=0, 2B current=1 box=0, RBI current=2 box=0; Freddie Freeman: AB current=8 box=4, H current=2 box=1, BB current=1 box=0, SO current=2 box=1; Mookie Betts: AB current=9 box=2, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Andy Pages: AB current=8 box=4, H current=2 box=1, HR current=0 box=1, BB current=1 box=0; Will Smith: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Kyle Tucker: AB current=9 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Teoscar Hernández: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Miguel Rojas: AB current=5 box=4, R current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaMILCURRENT_FINALIZED_MATCH_BOXMIL model-prediction batting totals differ from final simulation box score (AB: current=68, sim=30; H: current=16, sim=6; 2B: current=2, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=7, sim=5; R: current=10, sim=5; BB: current=11, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMILCURRENT_PLAYER_MATCH_BOXMIL current finalized hitter lines are model predictions and differ from the simulation box score: Brice Turang: AB current=9 box=4, H current=3 box=0, RBI current=1 box=0, R current=2 box=0; Andrew Vaughn: AB current=7 box=4, HR current=0 box=1, RBI current=1 box=3, BB current=1 box=0; Jackson Chourio: AB current=10 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Christian Yelich: AB current=8 box=3, H current=2 box=1, RBI current=1 box=0, SO current=2 box=1; Sal Frelick: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Joey Ortiz: AB current=6 box=3, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Jake Bauers: AB current=8 box=3, H current=2 box=1, BB current=1 box=0, SO current=2 box=1; Gary Sánchez: AB current=7 box=3, 3B current=0 box=1, BB current=2 box=1, SO current=2 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.4659962654113777.473894119262695Base ML historical model prediction
variance_applied68Random variance applied (0.9-1.1)
enhanced_prediction340.580Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment44Target score adjusted by temporal Savant lineup quality versus opposing starter quality
target_tie_break45Resolved tied pre-simulation target using calibrated winner probability
capped_target45Capped at max 12 realistic runs
simulation_result35Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
LAD00110001038
MIL00500000056
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentLADbatting6917300998150000
currentLADpitching6153108.0500
currentMILbatting681620071011150000
currentMILpitching813279.0300
simulationLADbatting358201332700
simulationLADpitching6153108.0534141
simulationMILbatting3061115531001
simulationMILpitching813279.0337150
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentLADDHShohei Ohtani0103100222300.300
currentLAD1BFreddie Freeman082100111200.250
currentLADSSMookie Betts092000111100.222
currentLADCFAndy Pages082000111200.250
currentLADCWill Smith082000111200.250
currentLADRFKyle Tucker092100111200.222
currentLADLFTeoscar Hernández082000111200.250
currentLAD2BMiguel Rojas051000010100.200
currentLAD3BSantiago Espinal041000100000.250
currentMIL2BBrice Turang093000212200.333
currentMIL1BAndrew Vaughn072100111100.286
currentMILCFJackson Chourio0103100111300.300
currentMILDHChristian Yelich082000111200.250
currentMILRFSal Frelick071000111100.143
currentMILSSJoey Ortiz061000101100.167
currentMILLFJake Bauers082000111200.250
currentMILCGary Sánchez071000112200.143
currentMIL3BDavid Hamilton061000101100.167
simulationLAD1DHShohei Ohtani550000000200.000
simulationLAD2SSMookie Betts420000002000.000
simulationLAD31BFreddie Freeman441100110100.250
simulationLAD4CFAndy Pages441001110100.250
simulationLAD5CWill Smith440000000000.000
simulationLAD6RFKyle Tucker441000000200.250
simulationLAD7LFTeoscar Hernández441100000100.250
simulationLAD82BMiguel Rojas441000110000.250
simulationLAD93BSantiago Espinal443000000000.750
simulationMIL1CFJackson Chourio430000001100.000
simulationMIL22BBrice Turang440000000100.000
simulationMIL31BAndrew Vaughn442101130000.500
simulationMIL4DHChristian Yelich431000101100.333
simulationMIL5CGary Sánchez431010111100.333
simulationMIL6LFJake Bauers431000110110.333
simulationMIL7RFSal Frelick440000000200.000
simulationMIL8SSJoey Ortiz330000000100.000
simulationMIL93BDavid Hamilton331000100200.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentLAD1Roki SasakiStarter5.0555241009.005.091.45
currentLAD2Kyle HurtMiddle Reliever1.0000030000.000.640.79
currentLAD3Tanner ScottMiddle Reliever1.0000020000.001.370.61
currentLAD4Blake TreinenMiddle Reliever0.2000000000.001.651.10
currentLAD5Alex VesiaMiddle Reliever0.0100100002.650.94
currentLAD6Will KleinMiddle Reliever0.1000010000.002.211.18
currentMIL1Robert GasserStarter4.0522151004.504.501.25
currentMIL2Aaron AshbyMiddle Reliever1.1111120006.752.611.42
currentMIL3DL HallMiddle Reliever1.1100000000.001.541.16
currentMIL4Abner UribeMiddle Reliever1.1000000000.004.421.15
currentMIL5Trevor MegillMiddle Reliever1.0100000000.003.181.06
simulationLAD1Roki SasakiStarter5.055524123919.005.091.45
simulationLAD2Tanner ScottMiddle Reliever1.0000020390.001.370.61
simulationLAD3Alex VesiaMiddle Reliever0.01001002142.650.94
simulationLAD4Kyle HurtMiddle Reliever1.00000303130.000.640.79
simulationLAD5Blake TreinenMiddle Reliever0.20000002130.001.651.10
simulationLAD6Will KleinMiddle Reliever0.1000010110.002.211.18
simulationMIL1Robert GasserStarter4.052215118794.504.501.25
simulationMIL2Abner UribeMiddle Reliever1.10000004170.004.421.15
simulationMIL3Trevor MegillMiddle Reliever1.01000004160.003.181.06
simulationMIL4Aaron AshbyMiddle Reliever1.11111206166.752.611.42
simulationMIL5DL HallMiddle Reliever1.11000005220.001.541.16
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
LADRoki SasakiStarter5.055242391
LADKyle HurtMiddle Reliever1.00003313
LADTanner ScottMiddle Reliever1.0000239
LADBlake TreinenMiddle Reliever0.20000213
LADAlex VesiaMiddle Reliever0.00110214
LADWill KleinMiddle Reliever0.1000111
MILRobert GasserStarter4.025151879
MILAaron AshbyMiddle Reliever1.11112616
MILDL HallMiddle Reliever1.10100522
MILAbner UribeMiddle Reliever1.10000417
MILTrevor MegillMiddle Reliever1.00100416
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMgood0004Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSgood0001Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_DRIFTgood0001Final score does not drift too far from enhanced target.
TEAM_RECENT_RECORDgood0002team_recent_performance wins and win_pct agree with games_analyzed.
TOTAL_RUNS_MATCHgood0001total_runs equals away + home runs.
WINNER_FIELD_MATCHgood0001winner field agrees with the final score.

20260523_MIN@BOS

20260523_MIN@BOS.json • 2026-05-23

MIN 3 - BOS 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_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_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-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=64, sim=33; H: current=16, sim=8; 2B: current=3, sim=1; 3B: current=0, sim=1; RBI: current=8, sim=4; R: current=8, sim=4; BB: current=6, sim=2; SO: current=14, sim=10).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: Mickey Gasper: AB current=6 box=4, RBI current=0 box=1, SO current=1 box=0; Willson Contreras: AB current=8 box=3, H current=2 box=1, 3B current=0 box=1, SO current=2 box=1; Wilyer Abreu: AB current=10 box=4, H current=3 box=1, 2B current=1 box=0, RBI current=1 box=0; Jarren Duran: AB current=10 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=2 box=0; Ceddanne Rafaela: AB current=8 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Nick Sogard: AB current=6 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Marcelo Mayer: AB current=6 box=4, H current=1 box=0, SO current=1 box=2; Connor Wong: AB current=6 box=3New 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=68, sim=34; H: current=15, sim=7; 2B: current=3, sim=2; RBI: current=9, sim=3; R: current=8, sim=3; BB: current=8, sim=0; SO: current=16, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Byron Buxton: AB current=11 box=4, H current=3 box=1, HR current=1 box=0, RBI current=2 box=0; Josh Bell: AB current=8 box=3, H current=2 box=1, HR current=0 box=1, BB current=1 box=0; Kody Clemens: AB current=8 box=4, BB current=1 box=0, SO current=2 box=1; Austin Martin: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Trevor Larnach: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Victor Caratini: AB current=7 box=4, R current=0 box=1, BB current=1 box=0, SO current=2 box=1; Orlando Arcia: AB current=3 box=4, SO current=1 box=0; Brooks Lee: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match MIN pitching: 2.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match MIN pitching: 0.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match MIN pitching: 8.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match MIN pitching: 10.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=35 matches MIN BF=35.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match BOS pitching: 0.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match BOS pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match BOS pitching: 10.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=35 matches BOS BF=35.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBOSCURRENT_LINEUP_SHAPEBOS current lineup has 9 expected positions.
PASScurrent_payloadcurrentBOSCURRENT_MODEL_ZERO_FALLBACKBOS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBOSCURRENT_NAMES_PRESENTBOS current hitter names are populated.
PASScurrent_payloadcurrentBOSCURRENT_PREDICTIONS_MATCH_FINALIZEDBOS hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.484.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.516.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.516.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.494/0.678.
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: MIN 7, BOS 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 3 - BOS 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BOS.{'winner_confidence': 0.516108, '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': '2026-05-22', 'predicted_team': 'BOS', 'confidence': 0.521012, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_MIN@BOS.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_MIN@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@BOS.
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: 151.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 132.
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.
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: 151.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIN 2 - 3 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 3 - 4 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BOS, final=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.516.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 13/50 (0.260).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 10/50 (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: BOS wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS 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 2-3, final 3-4 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS 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_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 10/50 = 0.200.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 13/50 = 0.260.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match MIN pitching: 2.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match MIN pitching: 0.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match MIN pitching: 8.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match MIN pitching: 10.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=35 matches MIN BF=35.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match BOS pitching: 0.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match BOS pitching: 1.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match BOS pitching: 7.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match BOS pitching: 10.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=35 matches BOS BF=35.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentBOSCURRENT_LINEUP_SHAPEBOS current lineup has 9 expected positions.
PASScurrent_payloadcurrentBOSCURRENT_MODEL_ZERO_FALLBACKBOS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentBOSCURRENT_NAMES_PRESENTBOS current hitter names are populated.
PASScurrent_payloadcurrentBOSCURRENT_PREDICTIONS_MATCH_FINALIZEDBOS hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.484.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.516.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.516.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.494/0.678.
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: MIN 7, BOS 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 3 - BOS 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: BOS.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for BOS.{'winner_confidence': 0.516108, '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': '2026-05-22', 'predicted_team': 'BOS', 'confidence': 0.521012, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_MIN@BOS.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_MIN@BOS.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@BOS.
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: 151.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 132.
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.
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: 151.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: MIN 2 - 3 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 3 - 4 BOS.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: BOS wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=BOS, final=BOS.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.516.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 13/50 (0.260).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 10/50 (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: BOS wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: BOS 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 2-3, final 3-4 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: BOS 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_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 10/50 = 0.200.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 13/50 = 0.260.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentBOSCURRENT_PITCHER_DUPLICATIONBOS pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=64, sim=33; H: current=16, sim=8; 2B: current=3, sim=1; 3B: current=0, sim=1; RBI: current=8, sim=4; R: current=8, sim=4; BB: current=6, sim=2; SO: current=14, sim=10).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: Mickey Gasper: AB current=6 box=4, RBI current=0 box=1, SO current=1 box=0; Willson Contreras: AB current=8 box=3, H current=2 box=1, 3B current=0 box=1, SO current=2 box=1; Wilyer Abreu: AB current=10 box=4, H current=3 box=1, 2B current=1 box=0, RBI current=1 box=0; Jarren Duran: AB current=10 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=2 box=0; Ceddanne Rafaela: AB current=8 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Nick Sogard: AB current=6 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Marcelo Mayer: AB current=6 box=4, H current=1 box=0, SO current=1 box=2; Connor Wong: AB current=6 box=3New 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=68, sim=34; H: current=15, sim=7; 2B: current=3, sim=2; RBI: current=9, sim=3; R: current=8, sim=3; BB: current=8, sim=0; SO: current=16, sim=10; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Byron Buxton: AB current=11 box=4, H current=3 box=1, HR current=1 box=0, RBI current=2 box=0; Josh Bell: AB current=8 box=3, H current=2 box=1, HR current=0 box=1, BB current=1 box=0; Kody Clemens: AB current=8 box=4, BB current=1 box=0, SO current=2 box=1; Austin Martin: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Trevor Larnach: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Victor Caratini: AB current=7 box=4, R current=0 box=1, BB current=1 box=0, SO current=2 box=1; Orlando Arcia: AB current=3 box=4, SO current=1 box=0; Brooks Lee: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.56262350082397464.510915279388428Base ML historical model prediction
variance_applied35Random variance applied (0.9-1.1)
enhanced_prediction230.516Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment23Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target23Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIN00020100037
BOS21000000148
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMINbatting6815301988160000
currentMINpitching8042108.0400
currentBOSbatting6416300886140000
currentBOSpitching7130109.0300
simulationMINbatting3472013301001
simulationMINpitching8042108.0435151
simulationBOSbatting3381104421000
simulationBOSpitching7130109.0335132
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMINCFByron Buxton0113101221300.273
currentMINDHJosh Bell082000111200.250
currentMIN1BKody Clemens081100111200.125
currentMINRFAustin Martin082000111100.250
currentMINLFTrevor Larnach071000111100.143
currentMINCVictor Caratini071000011200.143
currentMIN2BOrlando Arcia031000000100.333
currentMIN3BBrooks Lee092000111200.222
currentMINSSRyan Kreidler072100111200.286
currentBOSDHMickey Gasper062000100100.333
currentBOS1BWillson Contreras082000121200.250
currentBOSRFWilyer Abreu0103100111200.300
currentBOSLFJarren Duran0102100121300.200
currentBOSCFCeddanne Rafaela082000111200.250
currentBOS3BNick Sogard062000111100.333
currentBOS2BMarcelo Mayer061000000100.167
currentBOSCConnor Wong061100111100.167
currentBOSSSIsiah Kiner-Falefa041000100100.250
simulationMIN1CFByron Buxton441100000100.250
simulationMIN2LFTrevor Larnach440000000200.000
simulationMIN3RFAustin Martin440000000200.000
simulationMIN4DHJosh Bell431001110110.333
simulationMIN51BKody Clemens441100110100.250
simulationMIN6CVictor Caratini441000110100.250
simulationMIN72BOrlando Arcia441000000000.250
simulationMIN83BBrooks Lee441000000100.250
simulationMIN9SSRyan Kreidler331000000100.333
simulationBOS1LFJarren Duran441000100100.250
simulationBOS2DHMickey Gasper442000110000.500
simulationBOS3RFWilyer Abreu441000000200.250
simulationBOS41BWillson Contreras431010121100.333
simulationBOS5CFCeddanne Rafaela441000000000.250
simulationBOS63BNick Sogard441000000100.250
simulationBOS72BMarcelo Mayer440000000200.000
simulationBOS8CConnor Wong431100111100.333
simulationBOS9SSIsiah Kiner-Falefa330000000200.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIN1Taj BradleyStarter6.0533290004.502.871.19
currentMIN2Eric OrzeMiddle Reliever1.0000010000.003.521.39
currentMIN3Taylor RogersMiddle Reliever1.0000000000.002.411.39
currentMIN4Andrew MorrisMiddle Reliever0.0000000004.291.43
currentMIN5Anthony BandaMiddle Reliever0.0311000006.231.25
currentBOS1Jovani MoránStarter5.0422071003.602.451.01
currentBOS2Aroldis ChapmanMiddle Reliever1.1200000000.000.510.85
currentBOS3Garrett WhitlockMiddle Reliever1.0000020000.002.791.03
currentBOS4Justin SlatenMiddle Reliever1.2111010005.404.151.27
simulationMIN1Taj BradleyStarter6.0533290251004.502.871.19
simulationMIN2Taylor RogersMiddle Reliever1.00000003160.002.411.39
simulationMIN3Eric OrzeMiddle Reliever1.00000103180.003.521.39
simulationMIN4Andrew MorrisMiddle Reliever0.0000000004.291.43
simulationMIN5Anthony BandaMiddle Reliever0.03110004176.231.25
simulationBOS1Jovani MoránStarter5.042207119753.602.451.01
simulationBOS2Aroldis ChapmanMiddle Reliever1.12000006230.000.510.85
simulationBOS3Garrett WhitlockMiddle Reliever1.00000204150.002.791.03
simulationBOS4Justin SlatenMiddle Reliever1.21110106195.404.151.27
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MINTaj BradleyStarter6.0352925100
MINEric OrzeMiddle Reliever1.00001318
MINTaylor RogersMiddle Reliever1.00000316
MINAndrew MorrisMiddle Reliever0.0000000
MINAnthony BandaMiddle Reliever0.01300417
BOSJovani MoránStarter5.024071975
BOSAroldis ChapmanMiddle Reliever1.10200623
BOSGarrett WhitlockMiddle Reliever1.00002415
BOSJustin SlatenMiddle Reliever1.21101619
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.

20260523_NYM@MIA

20260523_NYM@MIA.json • 2026-05-23

NYM 4 - MIA 1
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=64, sim=33; H: current=14, sim=6; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=7, sim=1; R: current=9, sim=1; BB: current=5, sim=3; SO: current=18, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: AB current=8 box=4, HR current=0 box=1, BB current=1 box=0, SO current=3 box=1; Xavier Edwards: AB current=8 box=5, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Liam Hicks: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Otto Lopez: AB current=9 box=4, H current=3 box=2, RBI current=1 box=0, R current=1 box=0; Owen Caissie: AB current=6 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jakob Marsee: AB current=8 box=2, 2B current=0 box=1, R current=1 box=0, BB current=1 box=2; Connor Norby: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Graham Pauley: AB current=5 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=64, sim=35; H: current=15, sim=8; 2B: current=0, sim=2; RBI: current=8, sim=4; R: current=9, sim=4; BB: current=6, sim=3; SO: current=16, 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-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Juan Soto: AB current=8 box=5, HR current=1 box=0, BB current=1 box=0; Brett Baty: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Carson Benge: AB current=8 box=4, 2B current=0 box=2; Mark Vientos: AB current=8 box=4, RBI current=1 box=0, R current=1 box=0; Bo Bichette: AB current=10 box=4, H current=2 box=1, RBI current=2 box=0, SO current=2 box=0; A.J. Ewing: AB current=6 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Marcus Semien: AB current=8 box=4, H current=2 box=1, HR current=0 box=1, RBI current=1 box=2; MJ Melendez: R current=1 box=0, SO current=2 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match NYM pitching: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match NYM pitching: 6.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match NYM pitching: 8.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=37 matches NYM BF=37.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match MIA pitching: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match MIA pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match MIA pitching: 8.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=39 matches MIA BF=39.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
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 5 is reasonably close to low-score expected_total_runs 3.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.652/0.862.
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: NYM 8, MIA 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 4 - MIA 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYM.{'winner_confidence': 0.51, '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': '2026-05-22', 'predicted_team': 'NYM', 'confidence': 0.580515, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_NYM@MIA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_NYM@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@MIA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countsimulationMIAPITCH_COUNT_PITCHER_MATCHMIA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMIAPITCH_COUNT_TOTAL_MATCHMIA pitch_count_summary total, row sum, and pitching total all match: 156.
PASSpitch_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: 149.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYM 2 - 1 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 4 - 1 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYM, final=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 20/49 (0.408).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 16/50 (0.320).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYM wins 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 4-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-1, final 4-1 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 4-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 16/50 = 0.320.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 20/49 = 0.408.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMIABATTING_REALISMcurrent:MIA hitter lines pass basic baseball constraints.
PASSbattingcurrentNYMBATTING_REALISMcurrent:NYM hitter lines pass basic baseball constraints.
PASSbattingsimulationMIABATTING_REALISMsimulation:MIA hitter lines pass basic baseball constraints.
PASSbattingsimulationNYMBATTING_REALISMsimulation:NYM hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMIABATTING_TOTALS_SUMcurrent:MIA batting totals equal summed player lines.
PASSbatting_totalscurrentNYMBATTING_TOTALS_SUMcurrent:NYM batting totals equal summed player lines.
PASSbatting_totalssimulationMIABATTING_TOTALS_SUMsimulation:MIA batting totals equal summed player lines.
PASSbatting_totalssimulationNYMBATTING_TOTALS_SUMsimulation:NYM batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMIABAT_PITCH_BB_MATCHsimulation:MIA batting walks match NYM pitching: 3.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match NYM pitching: 1.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match NYM pitching: 6.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match NYM pitching: 8.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=37 matches NYM BF=37.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match MIA pitching: 3.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match MIA pitching: 1.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match MIA pitching: 8.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match MIA pitching: 8.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=39 matches MIA BF=39.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentMIACURRENT_LINEUP_SHAPEMIA current lineup has 9 expected positions.
PASScurrent_payloadcurrentMIACURRENT_MODEL_ZERO_FALLBACKMIA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMIACURRENT_NAMES_PRESENTMIA current hitter names are populated.
PASScurrent_payloadcurrentMIACURRENT_PREDICTIONS_MATCH_FINALIZEDMIA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentNYMCURRENT_LINEUP_SHAPENYM current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYMCURRENT_MODEL_ZERO_FALLBACKNYM current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYMCURRENT_NAMES_PRESENTNYM current hitter names are populated.
PASScurrent_payloadcurrentNYMCURRENT_PREDICTIONS_MATCH_FINALIZEDNYM hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.510.
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 5 is reasonably close to low-score expected_total_runs 3.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.652/0.862.
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: NYM 8, MIA 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYM 4 - MIA 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYM.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYM.{'winner_confidence': 0.51, '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': '2026-05-22', 'predicted_team': 'NYM', 'confidence': 0.580515, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_NYM@MIA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_NYM@MIA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYM@MIA.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 156.
PASSpitch_countsimulationMIAPITCH_COUNT_PITCHER_MATCHMIA pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationMIAPITCH_COUNT_TOTAL_MATCHMIA pitch_count_summary total, row sum, and pitching total all match: 156.
PASSpitch_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: 149.
PASSpitchingcurrentMIAPITCHING_REALISMcurrent:MIA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMIASTARTER_PRESENTcurrent:MIA includes a starter/opener role.
PASSpitchingcurrentNYMPITCHING_REALISMcurrent:NYM pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYMSTARTER_PRESENTcurrent:NYM includes a starter/opener role.
PASSpitchingsimulationMIAPITCHING_REALISMsimulation:MIA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMIASTARTER_PRESENTsimulation:MIA includes a starter/opener role.
PASSpitchingsimulationNYMPITCHING_REALISMsimulation:NYM pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYMSTARTER_PRESENTsimulation:NYM includes a starter/opener role.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMIAPITCHING_TOTALS_SUMcurrent:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYMPITCHING_TOTALS_SUMcurrent:NYM pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMIAPITCHING_TOTALS_SUMsimulation:MIA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYMPITCHING_TOTALS_SUMsimulation:NYM pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYM 2 - 1 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYM 4 - 1 MIA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYM wins 4-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYM, final=NYM.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 20/49 (0.408).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 16/50 (0.320).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYM wins 4-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYM wins 4-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-1, final 4-1 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYM wins 4-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 16/50 = 0.320.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 20/49 = 0.408.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMIACURRENT_PITCHER_DUPLICATIONMIA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYMCURRENT_PITCHER_DUPLICATIONNYM pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaMIACURRENT_FINALIZED_MATCH_BOXMIA model-prediction batting totals differ from final simulation box score (AB: current=64, sim=33; H: current=14, sim=6; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=7, sim=1; R: current=9, sim=1; BB: current=5, sim=3; SO: current=18, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Kyle Stowers: AB current=8 box=4, HR current=0 box=1, BB current=1 box=0, SO current=3 box=1; Xavier Edwards: AB current=8 box=5, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Liam Hicks: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Otto Lopez: AB current=9 box=4, H current=3 box=2, RBI current=1 box=0, R current=1 box=0; Owen Caissie: AB current=6 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jakob Marsee: AB current=8 box=2, 2B current=0 box=1, R current=1 box=0, BB current=1 box=2; Connor Norby: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Graham Pauley: AB current=5 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=64, sim=35; H: current=15, sim=8; 2B: current=0, sim=2; RBI: current=8, sim=4; R: current=9, sim=4; BB: current=6, sim=3; SO: current=16, 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-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: Juan Soto: AB current=8 box=5, HR current=1 box=0, BB current=1 box=0; Brett Baty: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Carson Benge: AB current=8 box=4, 2B current=0 box=2; Mark Vientos: AB current=8 box=4, RBI current=1 box=0, R current=1 box=0; Bo Bichette: AB current=10 box=4, H current=2 box=1, RBI current=2 box=0, SO current=2 box=0; A.J. Ewing: AB current=6 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Marcus Semien: AB current=8 box=4, H current=2 box=1, HR current=0 box=1, RBI current=1 box=2; MJ Melendez: R current=1 box=0, SO current=2 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml2.98133826255798343.7418742179870605Base ML historical model prediction
variance_applied34Random variance applied (0.9-1.1)
enhanced_prediction210.510Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment21Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target21Capped at max 12 realistic runs
simulation_result41Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYM02010010048
MIA00000001016
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYMbatting6415001896160000
currentNYMpitching611389.0100
currentMIAbatting6414000795180000
currentMIApitching814389.0400
simulationNYMbatting358201443801
simulationNYMpitching611389.0137149
simulationMIAbatting336101113801
simulationMIApitching814389.0439156
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYMLFJuan Soto082001111100.250
currentNYM3BBrett Baty072000111200.286
currentNYMRFCarson Benge082000111200.250
currentNYM1BMark Vientos081000110200.125
currentNYMSSBo Bichette0102000121200.200
currentNYMCFA.J. Ewing062000112200.333
currentNYM2BMarcus Semien082000110200.250
currentNYMDHMJ Melendez041000100200.250
currentNYMCLuis Torrens051000100100.200
currentMIALFKyle Stowers082000111300.250
currentMIA2BXavier Edwards082000111200.250
currentMIADHLiam Hicks072000110100.286
currentMIASSOtto Lopez093000110200.333
currentMIARFOwen Caissie061000111300.167
currentMIACFJakob Marsee081000101200.125
currentMIA1BConnor Norby071000111200.143
currentMIA3BGraham Pauley051000100100.200
currentMIACJoe Mack061000110200.167
simulationNYM1RFCarson Benge542200111200.500
simulationNYM2SSBo Bichette541000101000.250
simulationNYM3LFJuan Soto552000110100.400
simulationNYM43BBrett Baty440000000000.000
simulationNYM51BMark Vientos441000000200.250
simulationNYM6CFA.J. Ewing430000001000.000
simulationNYM72BMarcus Semien441001120100.250
simulationNYM8DHMJ Melendez441000000100.250
simulationNYM9CLuis Torrens430000000110.000
simulationMIA12BXavier Edwards550000000200.000
simulationMIA2DHLiam Hicks440000000000.000
simulationMIA3SSOtto Lopez442000000100.500
simulationMIA4LFKyle Stowers442001110100.500
simulationMIA5CFJakob Marsee421100002000.500
simulationMIA61BConnor Norby430000000110.000
simulationMIA7RFOwen Caissie440000000100.000
simulationMIA83BGraham Pauley440000000200.000
simulationMIA9CJoe Mack431000001000.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYM1Freddy PeraltaStarter5.1400250000.003.311.25
currentNYM2Brooks RaleyMiddle Reliever1.1100010000.001.401.09
currentNYM3Devin WilliamsMiddle Reliever1.1000010000.003.241.20
currentNYM4Luke WeaverMiddle Reliever1.0111111009.003.381.12
currentMIA1Max MeyerStarter5.2633161004.762.851.12
currentMIA2Anthony BenderMiddle Reliever1.1000100000.003.791.05
currentMIA3Calvin FaucherMiddle Reliever1.0000010000.004.191.66
currentMIA4Pete FairbanksMiddle Reliever1.0211110009.008.251.42
simulationNYM1Freddy PeraltaStarter5.140025023940.003.311.25
simulationNYM2Devin WilliamsMiddle Reliever1.10000104170.003.241.20
simulationNYM3Luke WeaverMiddle Reliever1.01111115209.003.381.12
simulationNYM4Brooks RaleyMiddle Reliever1.11000105180.001.401.09
simulationMIA1Max MeyerStarter5.263316124934.762.851.12
simulationMIA2Pete FairbanksMiddle Reliever1.02111106239.008.251.42
simulationMIA3Calvin FaucherMiddle Reliever1.00000104190.004.191.66
simulationMIA4Anthony BenderMiddle Reliever1.10001005210.003.791.05
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYMFreddy PeraltaStarter5.104252394
NYMBrooks RaleyMiddle Reliever1.10101518
NYMDevin WilliamsMiddle Reliever1.10001417
NYMLuke WeaverMiddle Reliever1.01111520
MIAMax MeyerStarter5.236162493
MIAAnthony BenderMiddle Reliever1.10010521
MIACalvin FaucherMiddle Reliever1.00001419
MIAPete FairbanksMiddle Reliever1.01211623
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.

20260523_OAK@SD

20260523_OAK@SD.json • 2026-05-23

OAK 4 - SD 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_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_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=69, sim=35; H: current=18, sim=6; 2B: current=3, sim=1; RBI: current=10, sim=4; R: current=10, sim=4; BB: current=9, sim=5; SO: current=16, 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-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Shea Langeliers: AB current=10 box=5, H current=3 box=1, 2B current=1 box=0, R current=2 box=1; Carlos Cortes: AB current=6 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Nick Kurtz: AB current=8 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=2 box=0; Brent Rooker: AB current=9 box=4, H current=2 box=1, RBI current=2 box=0, R current=1 box=0; Tyler Soderstrom: AB current=9 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Zack Gelof: AB current=8 box=5, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Henry Bolte: AB current=6 box=4, H current=2 box=1, RBI current=1 box=2, R current=0 box=1; Jeff McNeil: AB current=7 box=2, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=63, sim=38; H: current=14, sim=8; RBI: current=8, sim=3; R: current=9, sim=3; BB: current=5, sim=3; SO: current=14, sim=12; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Miguel Andujar: AB current=8 box=5, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Fernando Tatis Jr.: AB current=9 box=5, 2B current=0 box=1, RBI current=1 box=0, BB current=1 box=0; Manny Machado: AB current=8 box=4, H current=2 box=1, HR current=1 box=0, RBI current=1 box=0; Gavin Sheets: AB current=6 box=4, BB current=1 box=0, HBP current=0 box=1; Nick Castellanos: AB current=6 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jackson Merrill: AB current=9 box=5, HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0; Freddy Fermin: AB current=7 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Ty France: AB current=6 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match SD pitching: 5.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match SD pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match SD pitching: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match SD pitching: 8.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=42 matches SD BF=42.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match OAK pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match OAK pitching: 12.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=42 matches OAK BF=42.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.498/0.678.
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: OAK 6, SD 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 4 - SD 3.
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': 0.57965, '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': '2026-05-22', 'predicted_team': 'OAK', 'confidence': 0.5569310000000001, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_OAK@SD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_OAK@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@SD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 174.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
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: 174.
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: 181.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 4 - 2 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 4 - 3 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: OAK wins 4-3 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=OAK, final=OAK.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 13/49 (0.265).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 12/49 (0.245).
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 4-3 (Extra Innings - 10).
PASSscoreSCORE_NO_TIEFinal score has a clear winner: OAK 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 4-2, final 4-3 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: OAK wins 4-3 (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_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 13/49 = 0.265.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 12/49 = 0.245.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match SD pitching: 5.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match SD pitching: 0.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match SD pitching: 6.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match SD pitching: 8.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=42 matches SD BF=42.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match OAK pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match OAK pitching: 12.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=42 matches OAK BF=42.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.498/0.678.
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: OAK 6, SD 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: OAK 4 - SD 3.
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': 0.57965, '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': '2026-05-22', 'predicted_team': 'OAK', 'confidence': 0.5569310000000001, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_OAK@SD.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_OAK@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: OAK@SD.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 174.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
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: 174.
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: 181.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: OAK 4 - 2 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: OAK 4 - 3 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: OAK wins 4-3 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=OAK, final=OAK.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 13/49 (0.265).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 12/49 (0.245).
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 4-3 (Extra Innings - 10).
PASSscoreSCORE_NO_TIEFinal score has a clear winner: OAK 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 4-2, final 4-3 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: OAK wins 4-3 (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_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 13/49 = 0.265.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 12/49 = 0.245.
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_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=69, sim=35; H: current=18, sim=6; 2B: current=3, sim=1; RBI: current=10, sim=4; R: current=10, sim=4; BB: current=9, sim=5; SO: current=16, 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-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Shea Langeliers: AB current=10 box=5, H current=3 box=1, 2B current=1 box=0, R current=2 box=1; Carlos Cortes: AB current=6 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Nick Kurtz: AB current=8 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=2 box=0; Brent Rooker: AB current=9 box=4, H current=2 box=1, RBI current=2 box=0, R current=1 box=0; Tyler Soderstrom: AB current=9 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Zack Gelof: AB current=8 box=5, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Henry Bolte: AB current=6 box=4, H current=2 box=1, RBI current=1 box=2, R current=0 box=1; Jeff McNeil: AB current=7 box=2, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=63, sim=38; H: current=14, sim=8; RBI: current=8, sim=3; R: current=9, sim=3; BB: current=5, sim=3; SO: current=14, sim=12; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Miguel Andujar: AB current=8 box=5, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Fernando Tatis Jr.: AB current=9 box=5, 2B current=0 box=1, RBI current=1 box=0, BB current=1 box=0; Manny Machado: AB current=8 box=4, H current=2 box=1, HR current=1 box=0, RBI current=1 box=0; Gavin Sheets: AB current=6 box=4, BB current=1 box=0, HBP current=0 box=1; Nick Castellanos: AB current=6 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jackson Merrill: AB current=9 box=5, HR current=0 box=1, RBI current=1 box=2, BB current=1 box=0; Freddy Fermin: AB current=7 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Ty France: AB current=6 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.3160262107849123.055583953857422Base ML historical model prediction
variance_applied73Random variance applied (0.9-1.1)
enhanced_prediction320.580Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment42Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target42Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team12345678910RH
OAK000012000146
SD020000100038
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentOAKbatting691830010109160000
currentOAKpitching81331210.0300
currentSDbatting6314101895140000
currentSDpitching6045810.0400
simulationOAKbatting356100445811
simulationOAKpitching81331210.0342174
simulationSDbatting3881013331201
simulationSDpitching6045810.0442181
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentOAKCShea Langeliers0103100211200.300
currentOAKRFCarlos Cortes062000111100.333
currentOAK1BNick Kurtz082100223300.250
currentOAKDHBrent Rooker092000121300.222
currentOAKLFTyler Soderstrom092100111200.222
currentOAK3BZack Gelof082000110200.250
currentOAKCFHenry Bolte062000011100.333
currentOAK2BJeff McNeil072000110100.286
currentOAKSSDarell Hernaiz061000101100.167
currentSDDHMiguel Andujar082100110100.250
currentSD2BFernando Tatis Jr.092000111200.222
currentSD3BManny Machado082001111200.250
currentSDLFGavin Sheets061000111100.167
currentSDRFNick Castellanos061000110200.167
currentSDCFJackson Merrill092000111200.222
currentSDCFreddy Fermin071000101200.143
currentSD1BTy France062000110100.333
currentSDSSSung-Mun Song041000110100.250
simulationOAK1RFCarlos Cortes540000000010.000
simulationOAK21BNick Kurtz540000001100.000
simulationOAK3CShea Langeliers551000110300.200
simulationOAK4DHBrent Rooker541000001000.250
simulationOAK5LFTyler Soderstrom540000001200.000
simulationOAK63BZack Gelof551000000100.200
simulationOAK7CFHenry Bolte441000120000.250
simulationOAK82BJeff McNeil422100102001.000
simulationOAK9SSDarell Hernaiz430000110100.000
simulationSD12BFernando Tatis Jr.552100100100.400
simulationSD2DHMiguel Andujar550000000300.000
simulationSD3LFGavin Sheets541000110110.250
simulationSD43BManny Machado541000001000.250
simulationSD5RFNick Castellanos550000000200.000
simulationSD6CFJackson Merrill552001120200.400
simulationSD71BTy France441000000100.250
simulationSD8CFreddy Fermin440000000200.000
simulationSD9SSSung-Mun Song421000002000.500
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentOAK1J.T. GinnStarter5.2411371001.592.981.07
currentOAK2Hogan HarrisMiddle Reliever1.2211010005.403.001.67
currentOAK3Joel KuhnelMiddle Reliever1.0000010000.002.411.07
currentOAK4Scott BarlowMiddle Reliever1.0200020000.001.540.69
currentOAK7José SuarezReliever0.20110100013.50
currentSD1Lucas GiolitoStarter5.0433450005.405.400.80
currentSD2Adrian MorejonMiddle Reliever2.1211000003.864.621.14
currentSD3Jason AdamMiddle Reliever1.1000120000.001.080.96
currentSD5Mason MillerMiddle Reliever1.1000010000.000.790.84
simulationOAK1J.T. GinnStarter5.241137124951.592.981.07
simulationOAK2Hogan HarrisMiddle Reliever1.22110107275.403.001.67
simulationOAK3Joel KuhnelMiddle Reliever1.00000104170.002.411.07
simulationOAK4Scott BarlowMiddle Reliever1.02000205190.001.540.69
simulationOAK5José SuarezReliever0.201101021613.506.972.13
simulationSD1Lucas GiolitoStarter5.0433450231035.405.400.80
simulationSD2Mason MillerMiddle Reliever1.10000105210.000.790.84
simulationSD3Jason AdamMiddle Reliever1.10001205210.001.080.96
simulationSD4Adrian MorejonMiddle Reliever2.12110009363.864.621.14
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
OAKJ.T. GinnStarter5.214372495
OAKHogan HarrisMiddle Reliever1.21201727
OAKJoel KuhnelMiddle Reliever1.00001417
OAKScott BarlowMiddle Reliever1.00202519
OAKJosé SuarezReliever0.21001216
SDLucas GiolitoStarter5.0344523103
SDAdrian MorejonMiddle Reliever2.11200936
SDJason AdamMiddle Reliever1.10012521
SDMason MillerMiddle Reliever1.10001521
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.

20260523_PIT@TOR

20260523_PIT@TOR.json • 2026-05-23

PIT 4 - TOR 0
CRITICAL

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

CRITICAL 1ERROR 0WARN 0PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
CRITICALBatting
Review the listed finding and decide whether to fix the data or downgrade the rule.
1C / 0E / 0WTORcurrent:TOR has 1 hitter line(s) violating baseball constraints.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALbattingcurrentTORBATTING_REALISMcurrent:TOR has 1 hitter line(s) violating baseball constraints.
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALbattingcurrentTORBATTING_REALISMcurrent:TOR has 1 hitter line(s) violating baseball constraints.
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_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-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=63, sim=34; H: current=15, sim=7; 2B: current=1, sim=3; 3B: current=0, sim=1; RBI: current=6, sim=4; R: current=6, sim=4; BB: current=6, sim=5; SO: current=17, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Nick Gonzales: AB current=9 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Konnor Griffin: AB current=8 box=5, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Bryan Reynolds: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Marcell Ozuna: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jhostynxon Garcia: AB current=5 box=3, H current=1 box=3, 2B current=0 box=1, R current=0 box=1; Spencer Horwitz: AB current=6 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jared Triolo: AB current=7 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=0 box=2; Henry Davis: AB current=7 box=4, RBI current=1 box=0, BB current=1 box=0, SO current=2 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=64, sim=32; H: current=14, sim=5; 2B: current=3, sim=0; RBI: current=7, sim=0; R: current=8, sim=0; BB: current=4, sim=3; SO: current=13, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: George Springer: AB current=9 box=3, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Yohendrick Pinango: AB current=6 box=3, H current=2 box=0, RBI current=1 box=0, BB current=0 box=1; Vladimir Guerrero Jr.: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Daulton Varsho: AB current=8 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Lenyn Sosa: AB current=6 box=4, R current=1 box=0, SO current=2 box=1; Jesús Sánchez: AB current=6 box=4, RBI current=1 box=0, R current=1 box=0; Andrés Giménez: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ernie Clement: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match TOR pitching: 5.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match TOR pitching: 7.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match TOR pitching: 8.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=40 matches TOR BF=40.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match PIT pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match PIT pitching: 0.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match PIT pitching: 5.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match PIT pitching: 8.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=35 matches PIT BF=35.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 0.
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT 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_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.483.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.533/0.724.
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: PIT 7, TOR 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PIT 4 - TOR 0.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PIT.{'winner_confidence': 0.5173220000000001, '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': '2026-05-22', 'predicted_team': 'PIT', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_PIT@TOR.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_PIT@TOR.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PIT@TOR.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 179.
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: 145.
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: 179.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PIT 3 - 1 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PIT 4 - 0 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 4-0.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.517.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 11/50 (0.220).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 13/50 (0.260).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 4-0.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 4-0.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-0.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-1, final 4-0 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 4-0.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 11/50 = 0.220.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 13/50 = 0.260.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match TOR pitching: 5.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match TOR pitching: 7.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match TOR pitching: 8.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=40 matches TOR BF=40.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match PIT pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match PIT pitching: 0.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match PIT pitching: 5.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match PIT pitching: 8.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=35 matches PIT BF=35.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 0.
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT 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_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.517.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.483.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.533/0.724.
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: PIT 7, TOR 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PIT 4 - TOR 0.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for PIT.{'winner_confidence': 0.5173220000000001, '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': '2026-05-22', 'predicted_team': 'PIT', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_PIT@TOR.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_PIT@TOR.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PIT@TOR.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 179.
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: 145.
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: 179.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
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_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTORPITCHING_TOTALS_SUMcurrent:TOR pitching totals equal summed pitcher lines for available fields.
PASSpitching_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.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTORPITCHING_TOTALS_SUMsimulation:TOR pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PIT 3 - 1 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PIT 4 - 0 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 4-0.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=PIT, final=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.517.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 11/50 (0.220).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 13/50 (0.260).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 4-0.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 4-0.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-0.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-1, final 4-0 (delta 2).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 4-0.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 11/50 = 0.220.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 13/50 = 0.260.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=63, sim=34; H: current=15, sim=7; 2B: current=1, sim=3; 3B: current=0, sim=1; RBI: current=6, sim=4; R: current=6, sim=4; BB: current=6, sim=5; SO: current=17, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Nick Gonzales: AB current=9 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Konnor Griffin: AB current=8 box=5, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Bryan Reynolds: AB current=8 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Marcell Ozuna: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jhostynxon Garcia: AB current=5 box=3, H current=1 box=3, 2B current=0 box=1, R current=0 box=1; Spencer Horwitz: AB current=6 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jared Triolo: AB current=7 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=0 box=2; Henry Davis: AB current=7 box=4, RBI current=1 box=0, BB current=1 box=0, SO current=2 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=64, sim=32; H: current=14, sim=5; 2B: current=3, sim=0; RBI: current=7, sim=0; R: current=8, sim=0; BB: current=4, sim=3; SO: current=13, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: George Springer: AB current=9 box=3, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0; Yohendrick Pinango: AB current=6 box=3, H current=2 box=0, RBI current=1 box=0, BB current=0 box=1; Vladimir Guerrero Jr.: AB current=9 box=4, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Daulton Varsho: AB current=8 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Lenyn Sosa: AB current=6 box=4, R current=1 box=0, SO current=2 box=1; Jesús Sánchez: AB current=6 box=4, RBI current=1 box=0, R current=1 box=0; Andrés Giménez: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ernie Clement: AB current=8 box=4, H current=2 box=1, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.3314805030822754.697826862335205Base ML historical model prediction
variance_applied65Random variance applied (0.9-1.1)
enhanced_prediction320.517Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment31Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target31Capped at max 12 realistic runs
simulation_result40Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PIT01000102047
TOR00000000005
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPITbatting6315100666170000
currentPITpitching500389.0000
currentTORbatting6414300784130000
currentTORpitching704589.0400
simulationPITbatting347310445801
simulationPITpitching500389.0035145
simulationTORbatting325000003800
simulationTORpitching704589.0440179
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPIT2BNick Gonzales093100111200.333
currentPITSSKonnor Griffin082000110300.250
currentPITLFBryan Reynolds082000111200.250
currentPITDHMarcell Ozuna092000111300.222
currentPITCFJhostynxon Garcia051000000100.200
currentPIT1BSpencer Horwitz061000111100.167
currentPIT3BJared Triolo072000000100.286
currentPITCHenry Davis071000111200.143
currentPITRFEsmerlyn Valdez041000001200.250
currentTORDHGeorge Springer092100111200.222
currentTORLFYohendrick Pinango062000010100.333
currentTOR1BVladimir Guerrero Jr.092000212100.222
currentTORCFDaulton Varsho082100111200.250
currentTOR2BLenyn Sosa061000100200.167
currentTORRFJesús Sánchez061000110100.167
currentTORSSAndrés Giménez071000110200.143
currentTOR3BErnie Clement082100110100.250
currentTORCTyler Heineman051000000100.200
simulationPIT12BNick Gonzales530000002100.000
simulationPIT2SSKonnor Griffin550000000100.000
simulationPIT3LFBryan Reynolds540000001300.000
simulationPIT4DHMarcell Ozuna540000001100.000
simulationPIT51BSpencer Horwitz440000000100.000
simulationPIT6CFJhostynxon Garcia433100101001.000
simulationPIT73BJared Triolo441100120000.250
simulationPIT8RFEsmerlyn Valdez432110120010.667
simulationPIT9CHenry Davis441000100100.250
simulationTOR1DHGeorge Springer431000001000.333
simulationTOR2CFDaulton Varsho430000001100.000
simulationTOR31BVladimir Guerrero Jr.440000000100.000
simulationTOR4LFYohendrick Pinango430000001100.000
simulationTOR5RFJesús Sánchez441000000100.250
simulationTOR63BErnie Clement441000000100.250
simulationTOR7SSAndrés Giménez440000000100.000
simulationTOR82BLenyn Sosa441000000100.250
simulationTOR9CTyler Heineman331000000100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPIT1Paul SkenesStarter6.0300270000.002.620.71
currentPIT2Dennis SantanaMiddle Reliever1.0000010000.004.641.31
currentPIT3Gregory SotoMiddle Reliever1.0000000000.002.310.81
currentPIT4Mason MontgomeryMiddle Reliever1.0200100000.002.841.21
currentTOR1Patrick CorbinStarter4.2522350003.864.231.49
currentTOR2Louis VarlandMiddle Reliever1.1111110006.750.651.08
currentTOR3Braydon FisherMiddle Reliever1.0000000000.002.931.05
currentTOR4Jeff HoffmanMiddle Reliever1.0111100009.005.321.68
currentTOR5Tyler RogersMiddle Reliever1.0000020000.001.541.07
simulationPIT1Paul SkenesStarter6.030027023930.002.620.71
simulationPIT2Gregory SotoMiddle Reliever1.00000003170.002.310.81
simulationPIT3Dennis SantanaMiddle Reliever1.00000103170.004.641.31
simulationPIT4Mason MontgomeryMiddle Reliever1.02001006180.002.841.21
simulationTOR1Patrick CorbinStarter4.252235022983.864.231.49
simulationTOR2Louis VarlandMiddle Reliever1.11111106286.750.651.08
simulationTOR3Tyler RogersMiddle Reliever1.00000204150.001.541.07
simulationTOR4Jeff HoffmanMiddle Reliever1.01111005209.005.321.68
simulationTOR5Braydon FisherMiddle Reliever1.00000003180.002.931.05
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PITPaul SkenesStarter6.003272393
PITDennis SantanaMiddle Reliever1.00001317
PITGregory SotoMiddle Reliever1.00000317
PITMason MontgomeryMiddle Reliever1.00210618
TORPatrick CorbinStarter4.225352298
TORLouis VarlandMiddle Reliever1.11111628
TORBraydon FisherMiddle Reliever1.00000318
TORJeff HoffmanMiddle Reliever1.01110520
TORTyler RogersMiddle Reliever1.00002415
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMcritical1003Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_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.

20260523_SEA@KC

20260523_SEA@KC.json • 2026-05-23

SEA 3 - KC 1
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 92INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=68, sim=33; H: current=13, sim=6; 2B: current=2, sim=0; 3B: current=0, sim=1; RBI: current=6, sim=1; R: current=8, sim=1; BB: current=7, sim=1; SO: current=17, sim=10).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: Maikel Garcia: AB current=9 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Bobby Witt Jr.: AB current=9 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Salvador Perez: AB current=9 box=4, H current=2 box=3, BB current=1 box=0, SO current=2 box=0; Vinnie Pasquantino: AB current=9 box=4, 3B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Carter Jensen: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jac Caglianone: AB current=7 box=4, R current=1 box=0, BB current=1 box=0, SO current=2 box=1; Michael Massey: AB current=5 box=3, H current=1 box=0, SO current=1 box=2; Isaac Collins: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=58, sim=34; H: current=14, sim=7; 2B: current=2, sim=4; RBI: current=8, sim=3; R: current=10, sim=3; SO: current=14, sim=4; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: J.P. Crawford: AB current=8 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Josh Naylor: AB current=9 box=5, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Randy Arozarena: AB current=8 box=4, RBI current=1 box=0, R current=2 box=1, BB current=2 box=1; Luke Raley: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Julio Rodríguez: AB current=9 box=5, H current=3 box=1, RBI current=1 box=3, BB current=1 box=0; Cole Young: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Dominic Canzone: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Jhonny Pereda: H 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.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match SEA pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match SEA pitching: 6.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match SEA pitching: 10.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=34 matches SEA BF=34.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match KC pitching: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match KC pitching: 0.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match KC pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match KC pitching: 4.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=42 matches KC BF=42.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC 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_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_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.494/0.678.
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: SEA 7, KC 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 3 - KC 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SEA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SEA.{'winner_confidence': 0.599771, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'KC', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_SEA@KC.json'}, {'date': '2026-05-03', 'predicted_team': 'KC', 'confidence': 0.6272595762448019, 'actual_winner': None, 'actual_margin': 0, 'file': '20260503_KC@SEA.json'}, {'date': '2026-05-02', 'predicted_team': 'KC', 'confidence': 0.5722639237756839, 'actual_winner': None, 'actual_margin': 0, 'file': '20260502_KC@SEA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_SEA@KC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@KC.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
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: 170.
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: 148.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
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: SEA 3 - 1 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 3 - 1 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SEA, final=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 16/51 (0.314).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/50 (0.140).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SEA wins 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 3-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-1, final 3-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 3-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs 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: 7/50 = 0.140.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 16/51 = 0.314.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match SEA pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match SEA pitching: 0.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match SEA pitching: 6.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match SEA pitching: 10.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=34 matches SEA BF=34.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match KC pitching: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match KC pitching: 0.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match KC pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match KC pitching: 4.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=42 matches KC BF=42.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC 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_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_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 4 is reasonably close to low-score expected_total_runs 4.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.494/0.678.
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: SEA 7, KC 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SEA 3 - KC 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SEA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for SEA.{'winner_confidence': 0.599771, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'KC', 'confidence': 0.51, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_SEA@KC.json'}, {'date': '2026-05-03', 'predicted_team': 'KC', 'confidence': 0.6272595762448019, 'actual_winner': None, 'actual_margin': 0, 'file': '20260503_KC@SEA.json'}, {'date': '2026-05-02', 'predicted_team': 'KC', 'confidence': 0.5722639237756839, 'actual_winner': None, 'actual_margin': 0, 'file': '20260502_KC@SEA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_SEA@KC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SEA@KC.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 148.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 170.
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: 170.
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: 148.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentKCPITCHING_TOTALS_SUMcurrent:KC pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
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: SEA 3 - 1 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SEA 3 - 1 KC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SEA wins 3-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=SEA, final=SEA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 16/51 (0.314).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/50 (0.140).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SEA wins 3-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SEA wins 3-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-1, final 3-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SEA wins 3-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs 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: 7/50 = 0.140.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 16/51 = 0.314.
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_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-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=68, sim=33; H: current=13, sim=6; 2B: current=2, sim=0; 3B: current=0, sim=1; RBI: current=6, sim=1; R: current=8, sim=1; BB: current=7, sim=1; SO: current=17, sim=10).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: Maikel Garcia: AB current=9 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Bobby Witt Jr.: AB current=9 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Salvador Perez: AB current=9 box=4, H current=2 box=3, BB current=1 box=0, SO current=2 box=0; Vinnie Pasquantino: AB current=9 box=4, 3B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Carter Jensen: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jac Caglianone: AB current=7 box=4, R current=1 box=0, BB current=1 box=0, SO current=2 box=1; Michael Massey: AB current=5 box=3, H current=1 box=0, SO current=1 box=2; Isaac Collins: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=58, sim=34; H: current=14, sim=7; 2B: current=2, sim=4; RBI: current=8, sim=3; R: current=10, sim=3; SO: current=14, sim=4; HBP: current=0, sim=2).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: J.P. Crawford: AB current=8 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Josh Naylor: AB current=9 box=5, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Randy Arozarena: AB current=8 box=4, RBI current=1 box=0, R current=2 box=1, BB current=2 box=1; Luke Raley: AB current=5 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Julio Rodríguez: AB current=9 box=5, H current=3 box=1, RBI current=1 box=3, BB current=1 box=0; Cole Young: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Dominic Canzone: AB current=4 box=3, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Jhonny Pereda: H 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_ml4.5406556129455573.578664779663086Base ML historical model prediction
variance_applied54Random variance applied (0.9-1.1)
enhanced_prediction310.600Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment31Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target31Capped at max 12 realistic runs
simulation_result31Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SEA00000003037
KC00010000016
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSEAbatting58142008106140000
currentSEApitching6011109.0100
currentKCbatting6813200687170000
currentKCpitching703649.0300
simulationSEAbatting347400336402
simulationSEApitching6011109.0134148
simulationKCbatting3360101111000
simulationKCpitching703649.0342170
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSEASSJ.P. Crawford082000111100.250
currentSEA1BJosh Naylor092000111200.222
currentSEALFRandy Arozarena082100212200.250
currentSEARFLuke Raley051000110200.200
currentSEACFJulio Rodríguez093100111200.333
currentSEA2BCole Young071000111200.143
currentSEADHDominic Canzone041000110100.250
currentSEACJhonny Pereda041000100100.250
currentSEA3BColt Emerson041000110100.250
currentKC3BMaikel Garcia092100111100.222
currentKCSSBobby Witt Jr.092100111200.222
currentKCDHSalvador Perez092000111200.222
currentKC1BVinnie Pasquantino092000111200.222
currentKCCCarter Jensen071000111200.143
currentKCRFJac Caglianone071000101200.143
currentKC2BMichael Massey051000000100.200
currentKCLFIsaac Collins071000111300.143
currentKCCFKyle Isbel061000100200.167
simulationSEA1SSJ.P. Crawford531000002100.333
simulationSEA2CFJulio Rodríguez551100130000.200
simulationSEA31BJosh Naylor551100000100.200
simulationSEA4LFRandy Arozarena542100101000.500
simulationSEA5RFLuke Raley540000001100.000
simulationSEA62BCole Young530000001110.000
simulationSEA7DHDominic Canzone432100101000.667
simulationSEA8CJhonny Pereda440000000000.000
simulationSEA93BColt Emerson430000000010.000
simulationKC13BMaikel Garcia440000000100.000
simulationKC2SSBobby Witt Jr.440000000200.000
simulationKC31BVinnie Pasquantino442010000000.500
simulationKC4DHSalvador Perez443000110000.750
simulationKC5CCarter Jensen430000001100.000
simulationKC6RFJac Caglianone441000000100.250
simulationKC7LFIsaac Collins440000000200.000
simulationKC82BMichael Massey330000000200.000
simulationKC9CFKyle Isbel330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSEA1George KirbyStarter6.0511150001.503.451.18
currentSEA2Andrés MuñozMiddle Reliever1.0000020000.004.581.27
currentSEA3Eduard BazardoMiddle Reliever1.0100030000.002.311.33
currentSEA4José A. FerrerMiddle Reliever1.0000000000.001.901.23
currentKC1Stephen KolekStarter5.1422430003.384.241.00
currentKC2Daniel Lynch IVMiddle Reliever1.2000010000.001.710.90
currentKC3Lucas ErcegMiddle Reliever1.0100100000.003.261.45
currentKC4Nick MearsMiddle Reliever1.0211100009.003.861.34
simulationSEA1George KirbyStarter6.0511150241031.503.451.18
simulationSEA2Andrés MuñozMiddle Reliever1.00000203140.004.581.27
simulationSEA3José A. FerrerMiddle Reliever1.00000003140.001.901.23
simulationSEA4Eduard BazardoMiddle Reliever1.01000304170.002.311.33
simulationKC1Stephen KolekStarter5.1422430261063.384.241.00
simulationKC2Lucas ErcegMiddle Reliever1.01001005200.003.261.45
simulationKC3Nick MearsMiddle Reliever1.02111006239.003.861.34
simulationKC4Daniel Lynch IVMiddle Reliever1.20000105210.001.710.90
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SEAGeorge KirbyStarter6.0151524103
SEAAndrés MuñozMiddle Reliever1.00002314
SEAEduard BazardoMiddle Reliever1.00103417
SEAJosé A. FerrerMiddle Reliever1.00000314
KCStephen KolekStarter5.1244326106
KCDaniel Lynch IVMiddle Reliever1.20001521
KCLucas ErcegMiddle Reliever1.00110520
KCNick MearsMiddle Reliever1.01210623
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.

20260523_STL@CIN

20260523_STL@CIN.json • 2026-05-23

STL 4 - CIN 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_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_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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=35, sim=32; H: current=9, sim=5; 2B: current=0, sim=2; HR: current=0, sim=1; R: current=6, sim=3; BB: current=3, sim=4; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: JJ Bleday: 2B current=0 box=1, BB current=1 box=0, SO current=1 box=0; Sal Stewart: HR current=0 box=1, BB current=1 box=0, SO current=1 box=0; Nathaniel Lowe: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Elly De La Cruz: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Spencer Steer: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Blake Dunn: H current=1 box=0, R current=1 box=0; Tyler Stephenson: AB current=3 box=4, H current=1 box=0; Eugenio Suárez: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; BB: current=3, sim=6; SO: current=8, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: JJ Wetherholt: R current=1 box=0; Alec Burleson: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Jordan Walker: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Iván Herrera: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Bryan Torres: AB current=4 box=5, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Nolan Gorman: H current=1 box=2, RBI current=1 box=2, R current=0 box=1; César Prieto: BB current=0 box=1; Masyn Winn: H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match STL pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match STL pitching: 5.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match STL pitching: 6.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=36 matches STL BF=36.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match CIN pitching: 6.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match CIN pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match CIN pitching: 9.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match CIN pitching: 11.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=43 matches CIN BF=43.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL 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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_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]: 0.510.
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 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.485/0.667.
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: STL 9, CIN 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: STL 4 - CIN 3.
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': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'CIN', 'confidence': 0.534718, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_STL@CIN.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_STL@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: STL@CIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
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: 181.
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: 149.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: STL 3 - 2 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: STL 4 - 3 CIN.
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: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/49 (0.163).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 16/50 (0.320).
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 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 3-2, final 4-3 (delta 2).
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 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: 16/50 = 0.320.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 8/49 = 0.163.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match STL pitching: 4.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match STL pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match STL pitching: 5.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match STL pitching: 6.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=36 matches STL BF=36.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match CIN pitching: 6.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match CIN pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match CIN pitching: 9.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match CIN pitching: 11.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=43 matches CIN BF=43.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL 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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_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]: 0.510.
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 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.485/0.667.
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: STL 9, CIN 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: STL 4 - CIN 3.
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': 0.51, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'CIN', 'confidence': 0.534718, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_STL@CIN.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_STL@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: STL@CIN.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 181.
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: 181.
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: 149.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCINPITCHING_TOTALS_SUMcurrent:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCINPITCHING_TOTALS_SUMsimulation:CIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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: STL 3 - 2 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: STL 4 - 3 CIN.
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: 0.510.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 8/49 (0.163).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 16/50 (0.320).
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 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 3-2, final 4-3 (delta 2).
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 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: 16/50 = 0.320.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 8/49 = 0.163.
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_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-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=35, sim=32; H: current=9, sim=5; 2B: current=0, sim=2; HR: current=0, sim=1; R: current=6, sim=3; BB: current=3, sim=4; SO: current=9, sim=6).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: JJ Bleday: 2B current=0 box=1, BB current=1 box=0, SO current=1 box=0; Sal Stewart: HR current=0 box=1, BB current=1 box=0, SO current=1 box=0; Nathaniel Lowe: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Elly De La Cruz: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Spencer Steer: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Blake Dunn: H current=1 box=0, R current=1 box=0; Tyler Stephenson: AB current=3 box=4, H current=1 box=0; Eugenio Suárez: H current=1 box=2, 2B current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=34, sim=36; BB: current=3, sim=6; SO: current=8, sim=11; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: JJ Wetherholt: R current=1 box=0; Alec Burleson: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Jordan Walker: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Iván Herrera: AB current=4 box=5, H current=1 box=2, RBI current=1 box=0, BB current=1 box=0; Bryan Torres: AB current=4 box=5, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Nolan Gorman: H current=1 box=2, RBI current=1 box=2, R current=0 box=1; César Prieto: BB current=0 box=1; Masyn Winn: H current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.67089271545410163.9876630306243896Base ML historical model prediction
variance_applied44Random variance applied (0.9-1.1)
enhanced_prediction320.510Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment32Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target32Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
STL00004000049
CIN10110000035
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSTLbatting34900044380000
currentSTLpitching513469.0300
currentCINbatting35900036390000
currentCINpitching9046119.0400
simulationSTLbatting3690004461101
simulationSTLpitching513469.0336149
simulationCINbatting325201334600
simulationCINpitching9046119.0443181
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSTL2BJJ Wetherholt041000101100.250
currentSTL1BAlec Burleson041000110100.250
currentSTLRFJordan Walker041000110100.250
currentSTLCIván Herrera041000111100.250
currentSTLLFBryan Torres041000000100.250
currentSTLDHNolan Gorman041000011100.250
currentSTL3BCésar Prieto031000000000.333
currentSTLSSMasyn Winn041000000100.250
currentSTLCFVictor Scott II031000000100.333
currentCINLFJJ Bleday041000111100.250
currentCINDHSal Stewart041000111100.250
currentCIN1BNathaniel Lowe041000010100.250
currentCINSSElly De La Cruz041000100100.250
currentCIN2BSpencer Steer041000100100.250
currentCINRFBlake Dunn041000100100.250
currentCINCTyler Stephenson031000000100.333
currentCIN3BEugenio Suárez041000000100.250
currentCINCFDane Myers041000101100.250
simulationSTL12BJJ Wetherholt541000001100.250
simulationSTL2CIván Herrera552000100300.400
simulationSTL31BAlec Burleson552000000100.400
simulationSTL4RFJordan Walker530000111210.000
simulationSTL5DHNolan Gorman542000121100.500
simulationSTL6SSMasyn Winn540000001100.000
simulationSTL7LFBryan Torres551000110000.200
simulationSTL83BCésar Prieto431000001000.333
simulationSTL9CFVictor Scott II430000001200.000
simulationCIN1LFJJ Bleday441100110000.250
simulationCIN2SSElly De La Cruz430000001100.000
simulationCIN3DHSal Stewart441001110000.250
simulationCIN41BNathaniel Lowe430000001100.000
simulationCIN53BEugenio Suárez442100000000.500
simulationCIN62BSpencer Steer430000001100.000
simulationCIN7RFBlake Dunn440000000100.000
simulationCIN8CTyler Stephenson440000000100.000
simulationCIN9CFDane Myers431000111100.333
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSTL1Andre PallanteStarter5.2522441003.184.041.35
currentSTL2George SorianoMiddle Reliever1.0000000000.003.481.21
currentSTL3JoJo RomeroMiddle Reliever1.0000000000.003.041.18
currentSTL4Riley O'BrienMiddle Reliever1.0000010000.003.131.00
currentSTL5Ryne StanekMiddle Reliever0.10110100027.006.301.90
currentCIN1Chris PaddackStarter4.0744360009.007.071.63
currentCIN2Brock BurkeMiddle Reliever1.1100110000.003.571.50
currentCIN3Graham AshcraftMiddle Reliever1.1000130000.002.221.15
currentCIN4Pierce JohnsonMiddle Reliever1.0100010000.003.721.34
currentCIN5Tony SantillanMiddle Reliever1.1000100000.003.321.21
simulationSTL1Andre PallanteStarter5.2522441261023.184.041.35
simulationSTL2Riley O'BrienMiddle Reliever1.00000103120.003.131.00
simulationSTL3JoJo RomeroMiddle Reliever1.0000000330.003.041.18
simulationSTL4George SorianoMiddle Reliever1.00000003170.003.481.21
simulationSTL5Ryne StanekMiddle Reliever0.101101011527.006.301.90
simulationCIN1Chris PaddackStarter4.074436023959.007.071.63
simulationCIN2Graham AshcraftMiddle Reliever1.10001305210.002.221.15
simulationCIN3Tony SantillanMiddle Reliever1.10001005210.003.321.21
simulationCIN4Pierce JohnsonMiddle Reliever1.01000104170.003.721.34
simulationCIN5Brock BurkeMiddle Reliever1.11001106270.003.571.50
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
STLAndre PallanteStarter5.2254426102
STLGeorge SorianoMiddle Reliever1.00000317
STLJoJo RomeroMiddle Reliever1.0000033
STLRiley O'BrienMiddle Reliever1.00001312
STLRyne StanekMiddle Reliever0.11001115
CINChris PaddackStarter4.047362395
CINBrock BurkeMiddle Reliever1.10111627
CINGraham AshcraftMiddle Reliever1.10013521
CINPierce JohnsonMiddle Reliever1.00101417
CINTony SantillanMiddle Reliever1.10010521
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.

20260523_TB@NYY

20260523_TB@NYY.json • 2026-05-23

TB 1 - NYY 2
CRITICAL

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

CRITICAL 1ERROR 0WARN 0PASS 91INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
CRITICALBatting
Review the listed finding and decide whether to fix the data or downgrade the rule.
1C / 0E / 0WTBcurrent:TB has 1 hitter line(s) violating baseball constraints.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALbattingcurrentTBBATTING_REALISMcurrent:TB has 1 hitter line(s) violating baseball constraints.
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
CRITICALbattingcurrentTBBATTING_REALISMcurrent:TB has 1 hitter line(s) violating baseball constraints.
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=67, sim=27; H: current=15, sim=3; 2B: current=2, sim=1; HR: current=1, sim=0; RBI: current=9, sim=2; R: current=9, sim=2; BB: current=8, sim=7; SO: current=18, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Ben Rice: AB current=8 box=3, H current=2 box=1, HR current=1 box=0, RBI current=1 box=0; Trent Grisham: AB current=8 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; José Caballero: AB current=7 box=2, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jazz Chisholm Jr.: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, BB current=1 box=0; Austin Wells: AB current=6 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Aaron Judge: AB current=9 box=3, H current=2 box=0, R current=2 box=1, BB current=2 box=1; Cody Bellinger: AB current=8 box=2, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Ryan McMahon: AB current=6 box=3, H current=1 box=0, RBI 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-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=65, sim=31; H: current=16, sim=4; HR: current=0, sim=1; RBI: current=9, sim=1; R: current=9, sim=1; BB: current=7, sim=5; SO: current=12, sim=5).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: Richie Palacios: AB current=5 box=3, HR current=0 box=1, SO current=1 box=0; Cedric Mullins: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jonathan Aranda: AB current=8 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=2 box=0; Taylor Walls: AB current=6 box=3, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Hunter Feduccia: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Junior Caminero: AB current=9 box=3, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Jonny DeLuca: AB current=7 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Chandler Simpson: AB current=10 box=4, H current=2 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match TB pitching: 7.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match TB pitching: 0.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match TB pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match TB pitching: 7.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=34 matches TB BF=34.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match NYY pitching: 5.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match NYY pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match NYY pitching: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match NYY pitching: 5.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=36 matches NYY BF=36.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.437.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.563.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.563.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 3 is reasonably close to low-score expected_total_runs 3.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.710/0.900.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TB 4, NYY 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TB 1 - NYY 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': 0.562815, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'TB', 'confidence': 0.532153, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_TB@NYY.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_TB@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TB@NYY.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
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: 149.
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: 158.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TB 1 - 2 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TB 1 - 2 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 2-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.563.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 16/49 (0.327).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 15/51 (0.294).
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 2-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 1-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-2, final 1-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 3.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 2-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 15/51 = 0.294.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 16/49 = 0.327.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match TB pitching: 7.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match TB pitching: 0.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match TB pitching: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match TB pitching: 7.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=34 matches TB BF=34.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match NYY pitching: 5.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match NYY pitching: 1.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match NYY pitching: 4.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match NYY pitching: 5.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=36 matches NYY BF=36.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 1.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.437.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.563.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.563.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 3 is reasonably close to low-score expected_total_runs 3.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.710/0.900.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TB 4, NYY 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TB 1 - NYY 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': 0.562815, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'TB', 'confidence': 0.532153, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_TB@NYY.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_TB@NYY.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TB@NYY.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 158.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 149.
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: 149.
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: 158.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentNYYPITCHING_TOTALS_SUMcurrent:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TB 1 - 2 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TB 1 - 2 NYY.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 2-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=NYY, final=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.563.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 16/49 (0.327).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 15/51 (0.294).
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 2-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 1-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-2, final 1-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 3.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 2-1.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 15/51 = 0.294.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 16/49 = 0.327.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTBCURRENT_PITCHER_DUPLICATIONTB pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=67, sim=27; H: current=15, sim=3; 2B: current=2, sim=1; HR: current=1, sim=0; RBI: current=9, sim=2; R: current=9, sim=2; BB: current=8, sim=7; SO: current=18, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Ben Rice: AB current=8 box=3, H current=2 box=1, HR current=1 box=0, RBI current=1 box=0; Trent Grisham: AB current=8 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; José Caballero: AB current=7 box=2, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jazz Chisholm Jr.: AB current=8 box=4, H current=2 box=1, 2B current=0 box=1, BB current=1 box=0; Austin Wells: AB current=6 box=4, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Aaron Judge: AB current=9 box=3, H current=2 box=0, R current=2 box=1, BB current=2 box=1; Cody Bellinger: AB current=8 box=2, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Ryan McMahon: AB current=6 box=3, H current=1 box=0, RBI 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-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=65, sim=31; H: current=16, sim=4; HR: current=0, sim=1; RBI: current=9, sim=1; R: current=9, sim=1; BB: current=7, sim=5; SO: current=12, sim=5).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: Richie Palacios: AB current=5 box=3, HR current=0 box=1, SO current=1 box=0; Cedric Mullins: AB current=8 box=3, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Jonathan Aranda: AB current=8 box=4, H current=2 box=0, 2B current=1 box=0, RBI current=2 box=0; Taylor Walls: AB current=6 box=3, 2B current=0 box=1, RBI current=1 box=0, R current=1 box=0; Hunter Feduccia: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Junior Caminero: AB current=9 box=3, H current=2 box=0, RBI current=1 box=0, R current=2 box=0; Jonny DeLuca: AB current=7 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Chandler Simpson: AB current=10 box=4, H current=2 box=0, R current=1 box=0, BB current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.425492048263554.305572032928467Base ML historical model prediction
variance_applied34Random variance applied (0.9-1.1)
enhanced_prediction120.563Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment12Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target12Capped at max 12 realistic runs
simulation_result12Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TB10000000014
NYY00010000123
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTBbatting6516200997120000
currentTBpitching302778.0200
currentNYYbatting6715201998180000
currentNYYpitching411559.0100
simulationTBbatting314201115500
simulationTBpitching302778.0234158
simulationNYYbatting273100227700
simulationNYYpitching411559.0136149
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTBDHRichie Palacios051000111100.200
currentTBCCedric Mullins082000110100.250
currentTB1BJonathan Aranda082100121200.250
currentTB2BTaylor Walls061000111200.167
currentTB3BHunter Feduccia031000000100.333
currentTBSSJunior Caminero092000212200.222
currentTBLFJonny DeLuca072100110100.286
currentTBCFChandler Simpson0102000101100.200
currentTBRFYandy Díaz093000121100.333
currentNYYDHBen Rice082001111200.250
currentNYYCTrent Grisham082100111200.250
currentNYY1BJosé Caballero072000110100.286
currentNYY2BJazz Chisholm Jr.082000111300.250
currentNYY3BAustin Wells061000111200.167
currentNYYSSAaron Judge092000212300.222
currentNYYLFCody Bellinger082100111100.250
currentNYYCFRyan McMahon061000010200.167
currentNYYRFPaul Goldschmidt071000111200.143
simulationTB1CFCedric Mullins430000001000.000
simulationTB2SSTaylor Walls431100001100.333
simulationTB32BRichie Palacios431001111000.333
simulationTB41BJonathan Aranda440000000200.000
simulationTB5CHunter Feduccia430000001000.000
simulationTB63BJunior Caminero430000001000.000
simulationTB7RFJonny DeLuca441100000000.250
simulationTB8LFChandler Simpson440000000100.000
simulationTB9DHYandy Díaz441000000100.250
simulationNYY1CFTrent Grisham430000001000.000
simulationNYY2SSJosé Caballero420000002100.000
simulationNYY32BJazz Chisholm Jr.441100110100.250
simulationNYY41BBen Rice431000001100.333
simulationNYY5CAustin Wells441000000200.250
simulationNYY63BRyan McMahon430000001000.000
simulationNYY7RFAaron Judge430000111100.000
simulationNYY8LFCody Bellinger320000001000.000
simulationNYY91BPaul Goldschmidt330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTB1Drew RasmussenStarter5.2111550001.593.191.00
currentTB2Bryan BakerMiddle Reliever1.0000020000.002.531.03
currentTB3Kevin KellyMiddle Reliever1.0211200009.002.280.72
currentTB4Ian SeymourMiddle Reliever0.1000000000.003.121.00
currentNYY1Ryan WeathersStarter5.2211431001.593.581.13
currentNYY2David BednarMiddle Reliever1.0100000000.004.911.59
currentNYY3Fernando CruzMiddle Reliever1.1100010000.002.181.31
currentNYY5Tim HillMiddle Reliever1.0000110000.001.370.86
simulationTB1Drew RasmussenStarter5.2111550231011.593.191.00
simulationTB2Bryan BakerMiddle Reliever1.00000203140.002.531.03
simulationTB3Ian SeymourMiddle Reliever0.10000001160.003.121.00
simulationTB4Kevin KellyMiddle Reliever1.02112007279.002.280.72
simulationNYY1Ryan WeathersStarter5.221143123931.593.581.13
simulationNYY2David BednarMiddle Reliever1.01000004190.004.911.59
simulationNYY3Fernando CruzMiddle Reliever1.11000105200.002.181.31
simulationNYY4Tim HillMiddle Reliever1.00001104170.001.370.86
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TBDrew RasmussenStarter5.2115523101
TBBryan BakerMiddle Reliever1.00002314
TBKevin KellyMiddle Reliever1.01220727
TBIan SeymourMiddle Reliever0.10000116
NYYRyan WeathersStarter5.212432393
NYYDavid BednarMiddle Reliever1.00100419
NYYFernando CruzMiddle Reliever1.10101520
NYYTim HillMiddle Reliever1.00011417
Audit rule catalog
rulestatuscriticalerrorwarningpassdescription
BATTING_REALISMcritical1003Player/team batting lines obey baseball constraints.
BATTING_TOTALS_SUMgood0004Team batting totals equal the sum of player batting lines.
BAT_PITCH_BB_MATCHgood0002Batting walks match opposing pitching walks allowed.
BAT_PITCH_HR_MATCHgood0002Batting home runs match opposing pitching home runs allowed.
BAT_PITCH_H_MATCHgood0002Batting hits match opposing pitching hits allowed.
BAT_PITCH_SO_MATCHgood0002Batting strikeouts match opposing pitching strikeouts.
CONFIDENCE_RANGEgood0005Confidence values are between 0 and 1.
CURRENT_FINALIZED_MATCH_BOXinfo0002Current finalized player totals agree with final simulation box score unless model/simulation sources are separated.
CURRENT_LINEUP_SHAPEgood0002Current predicted_performance contains a plausible 9-player lineup.
CURRENT_MODEL_ZERO_FALLBACKgood0002Current model payload did not rely too heavily on all-zero model predictions.
CURRENT_NAMES_PRESENTgood0002Current predicted_performance has usable player names.
CURRENT_PITCHER_DUPLICATIONinfo0000Pitcher lists duplicated across current sections are detected and reconciled.
CURRENT_PLAYER_MATCH_BOXinfo0000Current finalized hitter lines mirror the simulation box score unless model/simulation sources are separated.
CURRENT_PREDICTIONS_MATCH_FINALIZEDgood0002Current hitter predictions mirror finalized stats.
CURRENT_SCORE_MATCHES_SIMgood0001game.predicted_runs is either synced to simulation or paired with game.simulation_runs.
DATE_PARSEgood0001Game date can be parsed as an ISO date.
FILENAME_GAME_ID_MATCHgood0001Filename and game_id identify the same game.
FILENAME_TEAM_MATCHgood0001Filename teams match the teams inside the JSON.
GAME_SUMMARY_MATCHgood0001game_summary text agrees with final score.
GUARDRAIL_FINAL_WINNER_SYNCgood0001Guardrail trace predicted_team matches the final predicted winner.
H2H_DATA_LEAKAGEgood0001Head-to-head history does not include same-day or future games in pregame mode.
INNINGS_COUNTgood0001Inning count is valid for MLB.
INNING_OUTSnot triggered0000Each played half inning has valid outs.
INNING_PLAY_SUMSgood0001Detailed plays agree with inning runs, hits, outs, and pitches.
INNING_SEQUENCEgood0001Innings are sequential and unique.
INNING_TOTAL_HITSgood0001Inning hits sum to batting team hits.
INNING_TOTAL_RUNSgood0001Inning runs sum to final score.
LOW_SCORE_ANALYSISgood0003Low-score probability factors are valid and directionally consistent.
MATCHUP_RECENCY_GUARDRAILgood0001Repeat picks are capped when recent same-matchup results contradict high confidence.
PA_BF_MATCHgood0002Team plate appearances match opposing batters faced.
PITCHING_REALISMgood0004Pitcher/team pitching lines obey baseball constraints.
PITCHING_TOTALS_SUMgood0008Team pitching totals equal the sum of pitcher lines.
PITCH_COUNT_PITCHER_MATCHgood0002Pitch count summary pitcher rows agree with pitching box score.
PITCH_COUNT_TOTAL_MATCHgood0004Pitch count summary totals match team pitching totals.
PITCH_DETAIL_SANITYgood0001Pitch-by-pitch details have plausible values.
PREDICTION_COMPARISON_MATCHgood0003prediction_comparison scores agree with target/final result.
RECENT_FORM_RANGEgood0004Recent-form metrics are within valid numeric ranges.
RECONCILIATION_PROPAGATIONinfo0000When score_target_reconciliation is used, all final-facing sections are regenerated from the reconciled score.
REPORT_COMPLETEgood0001Report includes every audit result in the all-findings table.
REPORT_CSV_EXPORTnot triggered0000Optional CSV exports were written for summary and problem rows.
RUNS_MATCH_FINALgood0002Batting/pitching runs agree with final score.
SCHEMA_ROOTS_PRESENTgood0001Expected JSON root sections exist and can be audited.
SCORE_NO_TIEgood0001Final MLB score has a clear winner.
SCORE_STEP_FINAL_MATCHgood0001score_evolution simulation_result matches final score.
SCORE_STEP_ORDERgood0001Score evolution contains the expected ordered steps.
SIMULATION_WINNER_FLIP_TRACEgood0001Simulation winner reversals are explicitly recorded.
STARTER_PRESENTgood0004Pitching staff includes a starter or opener when expected.
SYNTHETIC_SCORE_PLAYSnot triggered0000Score reconciliation must not inject synthetic run or out plays.
TARGET_SCORE_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.

20260523_TEX@LAA

20260523_TEX@LAA.json • 2026-05-23

TEX 3 - 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_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=65, sim=33; H: current=16, sim=6; 2B: current=1, sim=0; HR: current=1, sim=2; RBI: current=7, sim=2; R: current=9, sim=2; BB: current=7, sim=5; SO: current=15, 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: Zach Neto: AB current=10 box=4, HR current=1 box=0, RBI current=1 box=0, R current=2 box=1; Mike Trout: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Jorge Soler: AB current=8 box=3, HR current=0 box=2, RBI current=1 box=2, SO current=2 box=0; Nolan Schanuel: AB current=10 box=4, H current=3 box=0, RBI current=1 box=0, R current=1 box=0; Wade Meckler: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jo Adell: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Oswald Peraza: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Sebastián Rivero: SO current=1 box=2New 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=61, sim=31; H: current=15, sim=4; 2B: current=5, sim=2; HR: current=1, sim=0; RBI: current=9, sim=3; R: current=9, sim=3; BB: current=7, sim=3; SO: current=14, sim=5).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: Alejandro Osuna: AB current=5 box=2, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Joc Pederson: AB current=5 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Josh Jung: AB current=9 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Jake Burger: AB current=8 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Brandon Nimmo: AB current=10 box=4, H current=3 box=0, 2B current=1 box=0, HR current=1 box=0; Evan Carter: AB current=6 box=4, BB current=1 box=0, SO current=2 box=0; Ezequiel Duran: AB current=7 box=4, H current=2 box=1, BB current=1 box=0, SO current=2 box=1; Justin Foscue: AB current=5 box=4New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match TEX pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match TEX pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match TEX pitching: 6.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match TEX pitching: 8.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=38 matches TEX BF=38.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match LAA pitching: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match LAA pitching: 5.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=35 matches LAA BF=35.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLAACURRENT_LINEUP_SHAPELAA current lineup has 9 expected positions.
PASScurrent_payloadcurrentLAACURRENT_MODEL_ZERO_FALLBACKLAA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLAACURRENT_NAMES_PRESENTLAA current hitter names are populated.
PASScurrent_payloadcurrentLAACURRENT_PREDICTIONS_MATCH_FINALIZEDLAA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.552.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.552.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.448.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.657/0.862.
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: TEX 4, LAA 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 3 - LAA 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': 0.551585, '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': '2026-05-22', 'predicted_team': 'TEX', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_TEX@LAA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_TEX@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@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: 159.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 130.
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: 130.
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: 159.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TEX 3 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 3 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TEX, final=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.552.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 13/50 (0.260).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/52 (0.154).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TEX wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 3-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-2, final 3-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches 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: 8/52 = 0.154.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 13/50 = 0.260.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match TEX pitching: 5.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match TEX pitching: 2.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match TEX pitching: 6.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match TEX pitching: 8.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=38 matches TEX BF=38.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match LAA pitching: 3.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match LAA pitching: 0.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match LAA pitching: 4.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match LAA pitching: 5.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=35 matches LAA BF=35.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentLAACURRENT_LINEUP_SHAPELAA current lineup has 9 expected positions.
PASScurrent_payloadcurrentLAACURRENT_MODEL_ZERO_FALLBACKLAA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLAACURRENT_NAMES_PRESENTLAA current hitter names are populated.
PASScurrent_payloadcurrentLAACURRENT_PREDICTIONS_MATCH_FINALIZEDLAA hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.552.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.552.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.448.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 5 is reasonably close to low-score expected_total_runs 5.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.657/0.862.
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: TEX 4, LAA 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 3 - LAA 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': 0.551585, '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': '2026-05-22', 'predicted_team': 'TEX', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_TEX@LAA.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_TEX@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@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: 159.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 130.
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: 130.
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: 159.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLAAPITCHING_TOTALS_SUMcurrent:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLAAPITCHING_TOTALS_SUMsimulation:LAA pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TEX 3 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 3 - 2 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TEX wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=TEX, final=TEX.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.552.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 13/50 (0.260).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 8/52 (0.154).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TEX wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TEX wins 3-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-2, final 3-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TEX wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches 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: 8/52 = 0.154.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 13/50 = 0.260.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=65, sim=33; H: current=16, sim=6; 2B: current=1, sim=0; HR: current=1, sim=2; RBI: current=7, sim=2; R: current=9, sim=2; BB: current=7, sim=5; SO: current=15, 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: Zach Neto: AB current=10 box=4, HR current=1 box=0, RBI current=1 box=0, R current=2 box=1; Mike Trout: AB current=9 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Jorge Soler: AB current=8 box=3, HR current=0 box=2, RBI current=1 box=2, SO current=2 box=0; Nolan Schanuel: AB current=10 box=4, H current=3 box=0, RBI current=1 box=0, R current=1 box=0; Wade Meckler: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Jo Adell: AB current=9 box=4, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Oswald Peraza: AB current=7 box=4, H current=2 box=0, RBI current=1 box=0, R current=1 box=0; Sebastián Rivero: SO current=1 box=2New 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=61, sim=31; H: current=15, sim=4; 2B: current=5, sim=2; HR: current=1, sim=0; RBI: current=9, sim=3; R: current=9, sim=3; BB: current=7, sim=3; SO: current=14, sim=5).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: Alejandro Osuna: AB current=5 box=2, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Joc Pederson: AB current=5 box=4, H current=1 box=0, R current=1 box=0, BB current=1 box=0; Josh Jung: AB current=9 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=1 box=0; Jake Burger: AB current=8 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0; Brandon Nimmo: AB current=10 box=4, H current=3 box=0, 2B current=1 box=0, HR current=1 box=0; Evan Carter: AB current=6 box=4, BB current=1 box=0, SO current=2 box=0; Ezequiel Duran: AB current=7 box=4, H current=2 box=1, BB current=1 box=0, SO current=2 box=1; Justin Foscue: AB current=5 box=4New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml3.73632049560546885.625398635864258Base ML historical model prediction
variance_applied46Random variance applied (0.9-1.1)
enhanced_prediction320.552Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment32Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target32Capped at max 12 realistic runs
simulation_result32Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TEX02000000134
LAA01010000026
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTEXbatting6115501997140000
currentTEXpitching622589.0200
currentLAAbatting6516101797150000
currentLAApitching403359.0300
simulationTEXbatting314200333501
simulationTEXpitching622589.0238159
simulationLAAbatting336002225800
simulationLAApitching403359.0335130
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTEXLFAlejandro Osuna051000111100.200
currentTEXDHJoc Pederson051000101100.200
currentTEX3BJosh Jung093100111100.333
currentTEX1BJake Burger082100111200.250
currentTEXRFBrandon Nimmo0103101121200.300
currentTEXCFEvan Carter061000111200.167
currentTEXSSEzequiel Duran072100111200.286
currentTEX2BJustin Foscue051100110100.200
currentTEXCKyle Higashioka061000110200.167
currentLAASSZach Neto0102001211300.200
currentLAACFMike Trout092100212300.222
currentLAADHJorge Soler082000111200.250
currentLAA1BNolan Schanuel0103000111200.300
currentLAALFWade Meckler041000111000.250
currentLAARFJo Adell092000110200.222
currentLAA2BOswald Peraza072000110200.286
currentLAACSebastián Rivero041000000100.250
currentLAA3BDonovan Walton041000001000.250
simulationTEX1DHJoc Pederson440000000000.000
simulationTEX2RFBrandon Nimmo440000000100.000
simulationTEX33BJosh Jung430000001000.000
simulationTEX4LFAlejandro Osuna421000001010.500
simulationTEX51BJake Burger430000001100.000
simulationTEX6CFEvan Carter441000110000.250
simulationTEX7SSEzequiel Duran441100110100.250
simulationTEX82BJustin Foscue441100110100.250
simulationTEX9CKyle Higashioka330000000100.000
simulationLAA1SSZach Neto542000101000.500
simulationLAA2CFMike Trout530000002200.000
simulationLAA31BNolan Schanuel440000000000.000
simulationLAA4DHJorge Soler432002121000.667
simulationLAA5RFJo Adell441000000200.250
simulationLAA6LFWade Meckler430000001100.000
simulationLAA72BOswald Peraza440000000100.000
simulationLAA8CSebastián Rivero441000000200.250
simulationLAA93BDonovan Walton440000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTEX1Nathan EovaldiStarter6.1511352001.423.621.15
currentTEX2Jacob LatzMiddle Reliever1.1100200000.000.760.42
currentTEX3Jakob JunisMiddle Reliever1.0000020000.001.710.71
currentTEX4Chris MartinMiddle Reliever0.10110100027.008.591.91
currentLAA1Walbert UrenaStarter5.1322240003.382.701.35
currentLAA2Sam BachmanMiddle Reliever1.1000000000.002.520.96
currentLAA3Kirby YatesMiddle Reliever1.1111110006.755.061.31
currentLAA4Ryan ZeferjahnMiddle Reliever1.0000000000.004.631.24
simulationTEX1Nathan EovaldiStarter6.1511352271071.423.621.15
simulationTEX2Jacob LatzMiddle Reliever1.11002007240.000.760.42
simulationTEX3Jakob JunisMiddle Reliever1.00000203150.001.710.71
simulationTEX4Chris MartinMiddle Reliever0.101101011327.008.591.91
simulationLAA1Walbert UrenaStarter5.132224021843.382.701.35
simulationLAA2Ryan ZeferjahnMiddle Reliever1.00000004210.004.631.24
simulationLAA3Sam BachmanMiddle Reliever1.10000004170.002.520.96
simulationLAA4Kirby YatesMiddle Reliever1.1111110686.755.061.31
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TEXNathan EovaldiStarter6.1153527107
TEXJacob LatzMiddle Reliever1.10120724
TEXJakob JunisMiddle Reliever1.00002315
TEXChris MartinMiddle Reliever0.11001113
LAAWalbert UrenaStarter5.123242184
LAASam BachmanMiddle Reliever1.10000417
LAAKirby YatesMiddle Reliever1.1111168
LAARyan ZeferjahnMiddle Reliever1.00000421
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.

20260523_WAS@ATL

20260523_WAS@ATL.json • 2026-05-23

WAS 2 - ATL 7
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_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-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=69, sim=33; H: current=19, sim=10; 2B: current=3, sim=1; 3B: current=0, sim=1; HR: current=2, sim=1; RBI: current=11, sim=7; R: current=11, sim=7; BB: current=7, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Michael Harris II: AB current=9 box=5, H current=3 box=2, HR current=1 box=0, RBI current=2 box=0; Ronald Acuña Jr.: AB current=9 box=3, 2B current=1 box=0, SO current=2 box=0; Ozzie Albies: AB current=9 box=2, H current=2 box=0, R current=2 box=1, BB current=1 box=0; Matt Olson: AB current=10 box=4, H current=2 box=1, HR current=1 box=0, RBI current=2 box=1; Dominic Smith: AB current=6 box=4; Austin Riley: AB current=8 box=4, H current=2 box=1, HR current=0 box=1, RBI current=1 box=3; Mauricio Dubón: AB current=9 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=2 box=0; Mike Yastrzemski: AB current=6 box=4, H current=2 box=1, RBI 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=68, sim=31; H: current=15, sim=4; 2B: current=5, sim=0; RBI: current=8, sim=2; R: current=9, sim=2; BB: current=5, sim=3; SO: current=16, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Jose Fernandez: AB current=7 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Dylan Crews: AB current=7 box=4, H current=1 box=0, SO current=1 box=0; Luis García Jr.: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Daylen Lile: AB current=10 box=3, H current=2 box=1, 2B current=1 box=0, HR current=0 box=1; Nasim Nuñez: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; James Wood: AB current=10 box=4, 2B current=1 box=0, R current=2 box=1, BB current=2 box=0; CJ Abrams: AB current=9 box=3, H current=3 box=0, 2B current=1 box=0, HR current=1 box=0; Keibert Ruiz: AB current=6 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match WAS pitching: 4.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match WAS pitching: 10.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match WAS pitching: 8.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=39 matches WAS BF=39.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match ATL pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match ATL pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match ATL pitching: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match ATL pitching: 7.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=35 matches ATL BF=35.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS 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_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.449/0.625.
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: WAS 4, ATL 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: WAS 2 - ATL 7.
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': 0.53, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'ATL', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_WAS@ATL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_WAS@ATL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: WAS@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: 163.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 152.
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: 152.
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: 163.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS 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_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS 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_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: WAS 2 - 6 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: WAS 2 - 7 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 7-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 15/52 (0.288).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 16/51 (0.314).
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 7-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 2-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-6, final 2-7 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 7-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 16/51 = 0.314.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 15/52 = 0.288.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentATLBATTING_REALISMcurrent:ATL hitter lines pass basic baseball constraints.
PASSbattingcurrentWASBATTING_REALISMcurrent:WAS hitter lines pass basic baseball constraints.
PASSbattingsimulationATLBATTING_REALISMsimulation:ATL hitter lines pass basic baseball constraints.
PASSbattingsimulationWASBATTING_REALISMsimulation:WAS hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentATLBATTING_TOTALS_SUMcurrent:ATL batting totals equal summed player lines.
PASSbatting_totalscurrentWASBATTING_TOTALS_SUMcurrent:WAS batting totals equal summed player lines.
PASSbatting_totalssimulationATLBATTING_TOTALS_SUMsimulation:ATL batting totals equal summed player lines.
PASSbatting_totalssimulationWASBATTING_TOTALS_SUMsimulation:WAS batting totals equal summed player lines.
PASSboxscore_crosschecksimulationATLBAT_PITCH_BB_MATCHsimulation:ATL batting walks match WAS pitching: 4.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match WAS pitching: 10.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match WAS pitching: 8.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=39 matches WAS BF=39.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 7.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match ATL pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match ATL pitching: 2.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match ATL pitching: 4.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match ATL pitching: 7.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=35 matches ATL BF=35.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaATLCURRENT_FINALIZED_MATCH_BOXATL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS 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_payloadcurrentWASCURRENT_LINEUP_SHAPEWAS current lineup has 9 expected positions.
PASScurrent_payloadcurrentWASCURRENT_MODEL_ZERO_FALLBACKWAS current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentWASCURRENT_NAMES_PRESENTWAS current hitter names are populated.
PASScurrent_payloadcurrentWASCURRENT_PREDICTIONS_MATCH_FINALIZEDWAS hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGENo head-to-head rows are present, so no H2H date leakage was detected.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 8.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.449/0.625.
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: WAS 4, ATL 10.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: WAS 2 - ATL 7.
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': 0.53, 'h2h_net_margin': 0, 'prediction_memory': {'available': True, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '2026-05-22', 'predicted_team': 'ATL', 'confidence': 0.53, 'actual_winner': None, 'actual_margin': 0, 'file': '20260522_WAS@ATL.json'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-05-23.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260523_WAS@ATL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: WAS@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: 163.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 152.
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: 152.
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: 163.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentATLSTARTER_PRESENTcurrent:ATL includes a starter/opener role.
PASSpitchingcurrentWASPITCHING_REALISMcurrent:WAS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentWASSTARTER_PRESENTcurrent:WAS includes a starter/opener role.
PASSpitchingsimulationATLPITCHING_REALISMsimulation:ATL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationATLSTARTER_PRESENTsimulation:ATL includes a starter/opener role.
PASSpitchingsimulationWASPITCHING_REALISMsimulation:WAS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationWASSTARTER_PRESENTsimulation:WAS 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_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentWASPITCHING_TOTALS_SUMcurrent:WAS 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_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationWASPITCHING_TOTALS_SUMsimulation:WAS pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: WAS 2 - 6 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: WAS 2 - 7 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 7-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACENo simulation winner reversal: pre=ATL, final=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 15/52 (0.288).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 16/51 (0.314).
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 7-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 2-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-6, final 2-7 (delta 1).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL wins 7-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 16/51 = 0.314.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 15/52 = 0.288.
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_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-schemaATLCURRENT_FINALIZED_MATCH_BOXATL model-prediction batting totals differ from final simulation box score (AB: current=69, sim=33; H: current=19, sim=10; 2B: current=3, sim=1; 3B: current=0, sim=1; HR: current=2, sim=1; RBI: current=11, sim=7; R: current=11, sim=7; BB: current=7, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Michael Harris II: AB current=9 box=5, H current=3 box=2, HR current=1 box=0, RBI current=2 box=0; Ronald Acuña Jr.: AB current=9 box=3, 2B current=1 box=0, SO current=2 box=0; Ozzie Albies: AB current=9 box=2, H current=2 box=0, R current=2 box=1, BB current=1 box=0; Matt Olson: AB current=10 box=4, H current=2 box=1, HR current=1 box=0, RBI current=2 box=1; Dominic Smith: AB current=6 box=4; Austin Riley: AB current=8 box=4, H current=2 box=1, HR current=0 box=1, RBI current=1 box=3; Mauricio Dubón: AB current=9 box=3, H current=3 box=0, 2B current=1 box=0, RBI current=2 box=0; Mike Yastrzemski: AB current=6 box=4, H current=2 box=1, RBI 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-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=68, sim=31; H: current=15, sim=4; 2B: current=5, sim=0; RBI: current=8, sim=2; R: current=9, sim=2; BB: current=5, sim=3; SO: current=16, sim=7; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Jose Fernandez: AB current=7 box=3, H current=2 box=1, RBI current=1 box=0, R current=1 box=0; Dylan Crews: AB current=7 box=4, H current=1 box=0, SO current=1 box=0; Luis García Jr.: AB current=7 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Daylen Lile: AB current=10 box=3, H current=2 box=1, 2B current=1 box=0, HR current=0 box=1; Nasim Nuñez: AB current=7 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; James Wood: AB current=10 box=4, 2B current=1 box=0, R current=2 box=1, BB current=2 box=0; CJ Abrams: AB current=9 box=3, H current=3 box=0, 2B current=1 box=0, HR current=1 box=0; Keibert Ruiz: AB current=6 box=3, H current=2 box=0, 2B current=1 box=0, RBI current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.0590515136718755.878847599029541Base ML historical model prediction
variance_applied56Random variance applied (0.9-1.1)
enhanced_prediction250.530Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment26Target score adjusted by temporal Savant lineup quality versus opposing starter quality
capped_target26Capped at max 12 realistic runs
simulation_result27Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
WAS00001010024
ATL200000410710
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentWASbatting6815502895160000
currentWASpitching1017488.0700
currentATLbatting691930211117150000
currentATLpitching422379.0200
simulationWASbatting314002223701
simulationWASpitching1017488.0739163
simulationATLbatting3310111774811
simulationATLpitching422379.0235152
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentWASDHJose Fernandez072000110200.286
currentWASCFDylan Crews071000000100.143
currentWAS1BLuis García Jr.071000110100.143
currentWASLFDaylen Lile0102100111200.200
currentWAS2BNasim Nuñez071000111200.143
currentWASRFJames Wood0102101212400.200
currentWASSSCJ Abrams093101121200.333
currentWASCKeibert Ruiz062100110100.333
currentWAS3BJorbit Vivas051100100100.200
currentATLCFMichael Harris II093001120200.333
currentATLRFRonald Acuña Jr.092100112200.222
currentATL2BOzzie Albies092000211100.222
currentATL1BMatt Olson0102101221300.200
currentATLDHDominic Smith062000110100.333
currentATL3BAustin Riley082000111200.250
currentATLSSMauricio Dubón093100121100.333
currentATLLFMike Yastrzemski062000111200.333
currentATLCChadwick Tromp031000100100.333
simulationWAS1RFJames Wood442001110100.500
simulationWAS21BLuis García Jr.440000000000.000
simulationWAS3DHJose Fernandez431000001100.333
simulationWAS4SSCJ Abrams430000001000.000
simulationWAS5CFDylan Crews440000000000.000
simulationWAS6LFDaylen Lile431001110110.333
simulationWAS72BNasim Nuñez430000001100.000
simulationWAS83BJorbit Vivas440000000200.000
simulationWAS9CKeibert Ruiz330000000100.000
simulationATL1RFRonald Acuña Jr.532000112000.667
simulationATL2CFMichael Harris II552000100000.400
simulationATL31BMatt Olson541100111100.250
simulationATL42BOzzie Albies420000110010.000
simulationATL5DHDominic Smith442000110100.500
simulationATL63BAustin Riley441001130100.250
simulationATL7SSMauricio Dubón430000001100.000
simulationATL8LFMike Yastrzemski441000100100.250
simulationATL9CChadwick Tromp441010000300.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentWAS1Jake IrvinStarter4.1533350006.235.791.48
currentWAS2Brad LordMiddle Reliever1.13331110020.253.091.09
currentWAS3Gus VarlandMiddle Reliever1.1100010000.003.661.42
currentWAS4Richard LoveladyMiddle Reliever1.0111010009.002.491.62
currentATL1Grant HolmesStarter5.1311261001.693.801.27
currentATL2Dylan LeeMiddle Reliever1.0000010000.001.110.62
currentATL3Raisel IglesiasMiddle Reliever1.0000000000.000.000.70
currentATL4Robert SuarezMiddle Reliever1.0111101009.000.810.90
currentATL5Tyler KinleyMiddle Reliever0.2000000000.003.741.29
simulationWAS1Jake IrvinStarter4.153335022946.235.791.48
simulationWAS2Gus VarlandMiddle Reliever1.11000105200.003.661.42
simulationWAS3Brad LordMiddle Reliever1.133311183320.253.091.09
simulationWAS4Richard LoveladyMiddle Reliever1.01110104169.002.491.62
simulationATL1Grant HolmesStarter5.131126122901.693.801.27
simulationATL2Raisel IglesiasMiddle Reliever1.00000003130.000.000.70
simulationATL3Robert SuarezMiddle Reliever1.01111015209.000.810.90
simulationATL4Dylan LeeMiddle Reliever1.00000103140.001.110.62
simulationATL5Tyler KinleyMiddle Reliever0.20000002150.003.741.29
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
WASJake IrvinStarter4.135352294
WASBrad LordMiddle Reliever1.13311833
WASGus VarlandMiddle Reliever1.10101520
WASRichard LoveladyMiddle Reliever1.01101416
ATLGrant HolmesStarter5.113262290
ATLDylan LeeMiddle Reliever1.00001314
ATLRaisel IglesiasMiddle Reliever1.00000313
ATLRobert SuarezMiddle Reliever1.01110520
ATLTyler KinleyMiddle Reliever0.20000215
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.