MLB JSON Audit Report

Generated 2026-08-01 22:51:51. This single HTML file audits only the selected game date. The default view focuses on actionable problems first; detailed checks, passed checks, batting, pitching, pitch counts, and the rule catalog stay available in collapsible sections.

0Critical
1Error
1Warn
1429Pass
105Info

20260802_ARI@CLE

20260802_ARI@CLE.json • 2026-08-02

ARI 6 - CLE 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 95INFO 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_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=31, sim=38; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=6; R: current=4, sim=6; BB: current=1, sim=5; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Geraldo Perdomo: AB current=3 box=4; Ryan Waldschmidt: AB current=4 box=5; Ketel Marte: RBI current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Tim Tawa: AB current=3 box=4, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Gabriel Moreno: AB current=3 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Nolan Arenado: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Corbin Carroll: H current=1 box=2, 3B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Max Kepler: AB current=3 box=4, H current=1 box=0, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=39; 2B: current=0, sim=2; RBI: current=1, sim=3; R: current=1, sim=3; BB: current=3, sim=6; SO: current=9, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Chase DeLauter: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Steven Kwan: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Angel Martínez: AB current=4 box=5, SO current=1 box=0; David Fry: H current=1 box=0, BB current=0 box=2; Austin Hedges: AB current=3 box=5, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; José Ramírez: H current=1 box=3, R current=1 box=0; Rhys Hoskins: AB current=3 box=4, H current=1 box=0; Travis Bazzana: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match CLE pitching: 5.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match CLE pitching: 9.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match CLE pitching: 7.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=44 matches CLE BF=44.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match ARI pitching: 6.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match ARI pitching: 9.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match ARI pitching: 5.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=45 matches ARI BF=45.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE 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-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE 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_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.454/0.629.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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: ARI 9, CLE 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 6 - CLE 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ARI.{'winner_confidence': 0.66, 'h2h_net_margin': 3, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'ARI', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'ARI', 'actual_margin': 3, 'raw_pick_probability': 0.62, 'artifact': '20260731_ARI@CLE.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_ARI@CLE.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@CLE.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 186.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 190.
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: 186.
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: 190.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 6 - 3 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 6 - 3 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 6-3 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ARI, simulation=ARI, published=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ARI wins 6-3 (Extra Innings - 10).
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 6-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-3, final 6-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 6-3 (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_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 9/10 = 0.900.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentARIBATTING_REALISMcurrent:ARI hitter lines pass basic baseball constraints.
PASSbattingcurrentCLEBATTING_REALISMcurrent:CLE hitter lines pass basic baseball constraints.
PASSbattingsimulationARIBATTING_REALISMsimulation:ARI hitter lines pass basic baseball constraints.
PASSbattingsimulationCLEBATTING_REALISMsimulation:CLE hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentARIBATTING_TOTALS_SUMcurrent:ARI batting totals equal summed player lines.
PASSbatting_totalscurrentCLEBATTING_TOTALS_SUMcurrent:CLE batting totals equal summed player lines.
PASSbatting_totalssimulationARIBATTING_TOTALS_SUMsimulation:ARI batting totals equal summed player lines.
PASSbatting_totalssimulationCLEBATTING_TOTALS_SUMsimulation:CLE batting totals equal summed player lines.
PASSboxscore_crosschecksimulationARIBAT_PITCH_BB_MATCHsimulation:ARI batting walks match CLE pitching: 5.
PASSboxscore_crosschecksimulationARIBAT_PITCH_HR_MATCHsimulation:ARI batting home runs match CLE pitching: 1.
PASSboxscore_crosschecksimulationARIBAT_PITCH_H_MATCHsimulation:ARI batting hits match CLE pitching: 9.
PASSboxscore_crosschecksimulationARIBAT_PITCH_SO_MATCHsimulation:ARI batting strikeouts match CLE pitching: 7.
PASSboxscore_crosschecksimulationARIPA_BF_MATCHsimulation:ARI PA=44 matches CLE BF=44.
PASSboxscore_crosschecksimulationARIRUNS_MATCH_FINALsimulation:ARI runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_BB_MATCHsimulation:CLE batting walks match ARI pitching: 6.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_HR_MATCHsimulation:CLE batting home runs match ARI pitching: 0.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_H_MATCHsimulation:CLE batting hits match ARI pitching: 9.
PASSboxscore_crosschecksimulationCLEBAT_PITCH_SO_MATCHsimulation:CLE batting strikeouts match ARI pitching: 5.
PASSboxscore_crosschecksimulationCLEPA_BF_MATCHsimulation:CLE PA=45 matches ARI BF=45.
PASSboxscore_crosschecksimulationCLERUNS_MATCH_FINALsimulation:CLE 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-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE 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_payloadcurrentCLECURRENT_LINEUP_SHAPECLE current lineup has 9 expected positions.
PASScurrent_payloadcurrentCLECURRENT_MODEL_ZERO_FALLBACKCLE current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCLECURRENT_NAMES_PRESENTCLE current hitter names are populated.
PASScurrent_payloadcurrentCLECURRENT_PREDICTIONS_MATCH_FINALIZEDCLE hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.454/0.629.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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: ARI 9, CLE 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: ARI 6 - CLE 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ARI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for ARI.{'winner_confidence': 0.66, 'h2h_net_margin': 3, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'ARI', 'home': 'CLE', 'game_number': 1, 'predicted_team': 'ARI', 'actual_winner': 'ARI', 'actual_margin': 3, 'raw_pick_probability': 0.62, 'artifact': '20260731_ARI@CLE.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_ARI@CLE.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: ARI@CLE.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 186.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 190.
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: 186.
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: 190.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentARIPITCHING_REALISMcurrent:ARI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentARISTARTER_PRESENTcurrent:ARI includes a starter/opener role.
PASSpitchingcurrentCLEPITCHING_REALISMcurrent:CLE pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCLESTARTER_PRESENTcurrent:CLE includes a starter/opener role.
PASSpitchingsimulationARIPITCHING_REALISMsimulation:ARI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationARISTARTER_PRESENTsimulation:ARI includes a starter/opener role.
PASSpitchingsimulationCLEPITCHING_REALISMsimulation:CLE pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCLESTARTER_PRESENTsimulation:CLE includes a starter/opener role.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentARIPITCHING_TOTALS_SUMcurrent:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalscurrentCLEPITCHING_TOTALS_SUMcurrent:CLE pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationARIPITCHING_TOTALS_SUMsimulation:ARI pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching IP total matches pitcher sum: 10.0.
PASSpitching_totalssimulationCLEPITCHING_TOTALS_SUMsimulation:CLE pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: ARI 6 - 3 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: ARI 6 - 3 CLE.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ARI wins 6-3 (Extra Innings - 10).
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ARI, simulation=ARI, published=ARI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ARI wins 6-3 (Extra Innings - 10).
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ARI wins 6-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-3, final 6-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ARI wins 6-3 (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_performancecurrentARIRECENT_FORM_RANGEARI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentARITEAM_RECENT_RECORDARI wins and win_pct agree: 9/10 = 0.900.
PASSteam_recent_performancecurrentCLERECENT_FORM_RANGECLE recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCLETEAM_RECENT_RECORDCLE wins and win_pct agree: 2/10 = 0.200.
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_payloadcurrentCLECURRENT_PITCHER_DUPLICATIONCLE pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaARICURRENT_FINALIZED_MATCH_BOXARI model-prediction batting totals differ from final simulation box score (AB: current=31, sim=38; 2B: current=0, sim=1; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=3, sim=6; R: current=4, sim=6; BB: current=1, sim=5; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaARICURRENT_PLAYER_MATCH_BOXARI current finalized hitter lines are model predictions and differ from the simulation box score: Geraldo Perdomo: AB current=3 box=4; Ryan Waldschmidt: AB current=4 box=5; Ketel Marte: RBI current=1 box=0, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Tim Tawa: AB current=3 box=4, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Gabriel Moreno: AB current=3 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2; Nolan Arenado: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Corbin Carroll: H current=1 box=2, 3B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Max Kepler: AB current=3 box=4, H current=1 box=0, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaCLECURRENT_FINALIZED_MATCH_BOXCLE model-prediction batting totals differ from final simulation box score (AB: current=33, sim=39; 2B: current=0, sim=2; RBI: current=1, sim=3; R: current=1, sim=3; BB: current=3, sim=6; SO: current=9, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCLECURRENT_PLAYER_MATCH_BOXCLE current finalized hitter lines are model predictions and differ from the simulation box score: Chase DeLauter: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, RBI current=1 box=0; Steven Kwan: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Angel Martínez: AB current=4 box=5, SO current=1 box=0; David Fry: H current=1 box=0, BB current=0 box=2; Austin Hedges: AB current=3 box=5, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; José Ramírez: H current=1 box=3, R current=1 box=0; Rhys Hoskins: AB current=3 box=4, H current=1 box=0; Travis Bazzana: RBI current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.3187780380249024.634201526641846Base ML historical model prediction
variance_applied55Deterministic baseline target (variance factor 1.0)
enhanced_prediction530.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment53Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review53Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target53Capped at max 12 realistic runs
simulation_result63Final inning-by-inning simulation result
Inning-by-inning linescore
team12345678910RH
ARI011001000369
CLE000100020039
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentARIbatting31900034180000
currentARIpitching9036510.0300
currentCLEbatting33900011390000
currentCLEpitching9165710.0600
simulationARIbatting389111665710
simulationARIpitching9036510.0345186
simulationCLEbatting399200336500
simulationCLEpitching9165710.0644190
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentARIDHGeraldo Perdomo031000101100.333
currentARICRyan Waldschmidt041000000100.250
currentARI1BKetel Marte041000110100.250
currentARI2BTim Tawa031000000100.333
currentARI3BGabriel Moreno031000000100.333
currentARISSNolan Arenado031000000100.333
currentARILFCorbin Carroll041000110100.250
currentARICFMax Kepler031000000100.333
currentARIRFIldemaro Vargas041000110000.250
currentCLEDHChase DeLauter041000010100.250
currentCLECFSteven Kwan041000001100.250
currentCLERFAngel Martínez041000000100.250
currentCLELFDavid Fry031000000100.333
currentCLECAustin Hedges031000000100.333
currentCLE3BJosé Ramírez041000101100.250
currentCLE1BRhys Hoskins031000001100.333
currentCLE2BTravis Bazzana041000000100.250
currentCLESSBrayan Rocchio041000000100.250
simulationARI1CFRyan Waldschmidt551000000100.200
simulationARI2SSGeraldo Perdomo541000101100.250
simulationARI32BKetel Marte541000001000.250
simulationARI4LFTim Tawa540000001200.000
simulationARI5CGabriel Moreno552100120100.400
simulationARI63BNolan Arenado541001121000.250
simulationARI7RFCorbin Carroll542010101000.500
simulationARI8LFMax Kepler540000110200.000
simulationARI91BIldemaro Vargas441000110000.250
simulationCLE1CFSteven Kwan541000111000.250
simulationCLE23BJosé Ramírez543000001100.750
simulationCLE3DHChase DeLauter552100000000.400
simulationCLE41BRhys Hoskins540000001100.000
simulationCLE5RFAngel Martínez551000000000.200
simulationCLE6LFDavid Fry530000002100.000
simulationCLE72BTravis Bazzana541000111100.250
simulationCLE8CAustin Hedges551100110100.200
simulationCLE9SSBrayan Rocchio550000000000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentARI1Merrill KellyStarter5.0733300005.405.811.51
currentARI2Jonathan LoáisigaMiddle Reliever1.0200100000.000.000.43
currentARI3Juan MorilloMiddle Reliever1.0000000000.0010.802.40
currentARI4Kevin GinkelMiddle Reliever1.0000120000.009.002.00
currentARI5Paul SewaldMiddle Reliever1.0000010000.000.000.00
currentARI8Ryan ThompsonReliever1.0000120000.00
currentCLE1Gavin WilliamsStarter6.1422470002.843.711.07
currentCLE2Cade SmithMiddle Reliever2.0111000004.502.521.08
currentCLE3Colin HoldermanMiddle Reliever1.0000000000.001.500.76
currentCLE4Hunter GaddisMiddle Reliever0.2000000000.002.521.23
currentCLE5Erik SabrowskiMiddle Reliever0.0233001003.481.19
currentCLE6Tim HerrinMiddle Reliever0.0200100003.481.37
simulationARI1Merrill KellyStarter5.073330025965.405.811.51
simulationARI2Juan MorilloMiddle Reliever1.00000003200.0010.802.40
simulationARI3Jonathan LoáisigaMiddle Reliever1.02001006190.000.000.43
simulationARI4Kevin GinkelMiddle Reliever1.00001204210.009.002.00
simulationARI5Paul SewaldMiddle Reliever1.00000103130.000.000.00
simulationARI6Ryan ThompsonReliever1.00001204170.000.000.00
simulationCLE1Gavin WilliamsStarter6.1422470271112.843.711.07
simulationCLE2Cade SmithMiddle Reliever2.01110007284.502.521.08
simulationCLE3Hunter GaddisMiddle Reliever0.20000002140.002.521.23
simulationCLE4Colin HoldermanMiddle Reliever1.00000003130.001.500.76
simulationCLE5Tim HerrinMiddle Reliever0.02001003113.481.37
simulationCLE6Erik SabrowskiMiddle Reliever0.02330012133.481.19
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
ARIMerrill KellyStarter5.037302596
ARIJonathan LoáisigaMiddle Reliever1.00210619
ARIJuan MorilloMiddle Reliever1.00000320
ARIKevin GinkelMiddle Reliever1.00012421
ARIPaul SewaldMiddle Reliever1.00001313
ARIRyan ThompsonReliever1.00012417
CLEGavin WilliamsStarter6.1244727111
CLECade SmithMiddle Reliever2.01100728
CLEColin HoldermanMiddle Reliever1.00000313
CLEHunter GaddisMiddle Reliever0.20000214
CLEErik SabrowskiMiddle Reliever0.03200213
CLETim HerrinMiddle Reliever0.00210311
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_BOS@LAD

20260802_BOS@LAD.json • 2026-08-02

BOS 5 - LAD 7
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 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_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=9, sim=10; 2B: current=0, sim=3; HR: current=0, sim=2; RBI: current=3, sim=5; R: current=1, sim=5; BB: current=0, sim=2; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Anthony Seigler: AB current=3 box=5, H current=1 box=0, SO current=1 box=2; Caleb Durbin: AB current=3 box=4, 2B current=0 box=1; Nick Sogard: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Ceddanne Rafaela: AB current=5 box=4, RBI current=1 box=0, BB current=0 box=1; Wilyer Abreu: 2B current=0 box=1; Masataka Yoshida: H current=1 box=2, R current=0 box=1; Connor Wong: H current=1 box=2, R current=0 box=1, BB current=0 box=1; Jarren Duran: H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=9, sim=7; 2B: current=1, sim=4; 3B: current=0, sim=1; RBI: current=6, sim=7; BB: current=1, sim=4; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2, BB current=1 box=0; Enrique Hernández: 2B current=1 box=0, 3B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Teoscar Hernández: AB current=4 box=2, H current=1 box=0, RBI current=1 box=0, BB current=0 box=2; Tommy Edman: H current=1 box=0, RBI current=1 box=0; Miguel Rojas: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Andy Pages: AB current=5 box=4, 2B current=0 box=1, RBI current=1 box=2, SO current=1 box=0; Max Muncy: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=3; Freddie Freeman: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match LAD pitching: 2.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match LAD pitching: 2.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match LAD pitching: 10.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match LAD pitching: 8.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=39 matches LAD BF=39.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match BOS pitching: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match BOS pitching: 0.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match BOS pitching: 7.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match BOS pitching: 8.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=35 matches BOS BF=35.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 12 is reasonably close to low-score expected_total_runs 12.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.439/0.612.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 10, LAD 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 5 - LAD 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for LAD.{'winner_confidence': 0.6, 'h2h_net_margin': -5, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'BOS', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'BOS', 'actual_margin': 5, 'raw_pick_probability': 0.64, 'artifact': '20260731_BOS@LAD.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_BOS@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@LAD.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 163.
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: 157.
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: 163.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 5 - 7 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 5 - 7 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 7-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: LAD wins 7-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 5-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-7, final 5-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 12.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 7-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBOSBATTING_REALISMcurrent:BOS hitter lines pass basic baseball constraints.
PASSbattingcurrentLADBATTING_REALISMcurrent:LAD hitter lines pass basic baseball constraints.
PASSbattingsimulationBOSBATTING_REALISMsimulation:BOS hitter lines pass basic baseball constraints.
PASSbattingsimulationLADBATTING_REALISMsimulation:LAD hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBOSBATTING_TOTALS_SUMcurrent:BOS batting totals equal summed player lines.
PASSbatting_totalscurrentLADBATTING_TOTALS_SUMcurrent:LAD batting totals equal summed player lines.
PASSbatting_totalssimulationBOSBATTING_TOTALS_SUMsimulation:BOS batting totals equal summed player lines.
PASSbatting_totalssimulationLADBATTING_TOTALS_SUMsimulation:LAD batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_BB_MATCHsimulation:BOS batting walks match LAD pitching: 2.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_HR_MATCHsimulation:BOS batting home runs match LAD pitching: 2.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_H_MATCHsimulation:BOS batting hits match LAD pitching: 10.
PASSboxscore_crosschecksimulationBOSBAT_PITCH_SO_MATCHsimulation:BOS batting strikeouts match LAD pitching: 8.
PASSboxscore_crosschecksimulationBOSPA_BF_MATCHsimulation:BOS PA=39 matches LAD BF=39.
PASSboxscore_crosschecksimulationBOSRUNS_MATCH_FINALsimulation:BOS runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationLADBAT_PITCH_BB_MATCHsimulation:LAD batting walks match BOS pitching: 4.
PASSboxscore_crosschecksimulationLADBAT_PITCH_HR_MATCHsimulation:LAD batting home runs match BOS pitching: 0.
PASSboxscore_crosschecksimulationLADBAT_PITCH_H_MATCHsimulation:LAD batting hits match BOS pitching: 7.
PASSboxscore_crosschecksimulationLADBAT_PITCH_SO_MATCHsimulation:LAD batting strikeouts match BOS pitching: 8.
PASSboxscore_crosschecksimulationLADPA_BF_MATCHsimulation:LAD PA=35 matches BOS BF=35.
PASSboxscore_crosschecksimulationLADRUNS_MATCH_FINALsimulation:LAD runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentLADCURRENT_LINEUP_SHAPELAD current lineup has 9 expected positions.
PASScurrent_payloadcurrentLADCURRENT_MODEL_ZERO_FALLBACKLAD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentLADCURRENT_NAMES_PRESENTLAD current hitter names are populated.
PASScurrent_payloadcurrentLADCURRENT_PREDICTIONS_MATCH_FINALIZEDLAD hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.400.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.600.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.600.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 12 is reasonably close to low-score expected_total_runs 12.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.439/0.612.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: BOS 10, LAD 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: BOS 5 - LAD 7.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: LAD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for LAD.{'winner_confidence': 0.6, 'h2h_net_margin': -5, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'BOS', 'home': 'LAD', 'game_number': 1, 'predicted_team': 'LAD', 'actual_winner': 'BOS', 'actual_margin': 5, 'raw_pick_probability': 0.64, 'artifact': '20260731_BOS@LAD.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_BOS@LAD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: BOS@LAD.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 163.
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: 157.
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: 163.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentBOSPITCHING_REALISMcurrent:BOS pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBOSSTARTER_PRESENTcurrent:BOS includes a starter/opener role.
PASSpitchingcurrentLADPITCHING_REALISMcurrent:LAD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLADSTARTER_PRESENTcurrent:LAD includes a starter/opener role.
PASSpitchingsimulationBOSPITCHING_REALISMsimulation:BOS pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBOSSTARTER_PRESENTsimulation:BOS includes a starter/opener role.
PASSpitchingsimulationLADPITCHING_REALISMsimulation:LAD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLADSTARTER_PRESENTsimulation:LAD includes a starter/opener role.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentBOSPITCHING_TOTALS_SUMcurrent:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentLADPITCHING_TOTALS_SUMcurrent:LAD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationBOSPITCHING_TOTALS_SUMsimulation:BOS pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationLADPITCHING_TOTALS_SUMsimulation:LAD pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: BOS 5 - 7 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: BOS 5 - 7 LAD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: LAD wins 7-5.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=LAD, simulation=LAD, published=LAD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.600.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: LAD wins 7-5.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: LAD wins 5-7.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-7.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-7, final 5-7 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 12.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: LAD wins 7-5.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBOSRECENT_FORM_RANGEBOS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBOSTEAM_RECENT_RECORDBOS wins and win_pct agree: 7/10 = 0.700.
PASSteam_recent_performancecurrentLADRECENT_FORM_RANGELAD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLADTEAM_RECENT_RECORDLAD wins and win_pct agree: 6/10 = 0.600.
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_payloadcurrentLADCURRENT_PITCHER_DUPLICATIONLAD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_FINALIZED_MATCH_BOXBOS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=37; H: current=9, sim=10; 2B: current=0, sim=3; HR: current=0, sim=2; RBI: current=3, sim=5; R: current=1, sim=5; BB: current=0, sim=2; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBOSCURRENT_PLAYER_MATCH_BOXBOS current finalized hitter lines are model predictions and differ from the simulation box score: Anthony Seigler: AB current=3 box=5, H current=1 box=0, SO current=1 box=2; Caleb Durbin: AB current=3 box=4, 2B current=0 box=1; Nick Sogard: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=2, R current=0 box=1; Ceddanne Rafaela: AB current=5 box=4, RBI current=1 box=0, BB current=0 box=1; Wilyer Abreu: 2B current=0 box=1; Masataka Yoshida: H current=1 box=2, R current=0 box=1; Connor Wong: H current=1 box=2, R current=0 box=1, BB current=0 box=1; Jarren Duran: H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaLADCURRENT_FINALIZED_MATCH_BOXLAD model-prediction batting totals differ from final simulation box score (AB: current=33, sim=31; H: current=9, sim=7; 2B: current=1, sim=4; 3B: current=0, sim=1; RBI: current=6, sim=7; BB: current=1, sim=4; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLADCURRENT_PLAYER_MATCH_BOXLAD current finalized hitter lines are model predictions and differ from the simulation box score: Shohei Ohtani: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=2, BB current=1 box=0; Enrique Hernández: 2B current=1 box=0, 3B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Teoscar Hernández: AB current=4 box=2, H current=1 box=0, RBI current=1 box=0, BB current=0 box=2; Tommy Edman: H current=1 box=0, RBI current=1 box=0; Miguel Rojas: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; Andy Pages: AB current=5 box=4, 2B current=0 box=1, RBI current=1 box=2, SO current=1 box=0; Max Muncy: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=3; Freddie Freeman: H current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.18086957931518553.6752240657806396Base ML historical model prediction
variance_applied44Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.600Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment45Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result57Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
BOS110000030510
LAD00310300077
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentBOSbatting33900031070000
currentBOSpitching707488.0700
currentLADbatting33910067170000
currentLADpitching1025289.0500
simulationBOSbatting3710302552800
simulationBOSpitching707488.0735157
simulationLADbatting317410774800
simulationLADpitching1025289.0539163
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentBOS2BAnthony Seigler031000000100.333
currentBOS3BCaleb Durbin031000000000.333
currentBOS1BNick Sogard031000000100.333
currentBOSCFCeddanne Rafaela051000010100.200
currentBOSRFWilyer Abreu051000110100.200
currentBOSDHMasataka Yoshida041000000000.250
currentBOSCConnor Wong031000000100.333
currentBOSLFJarren Duran041000000100.250
currentBOSSSAndruw Monasterio031000010100.333
currentLADDHShohei Ohtani041000111100.250
currentLADLFEnrique Hernández031100110000.333
currentLADRFTeoscar Hernández041000110100.250
currentLAD2BTommy Edman041000110100.250
currentLADSSMiguel Rojas031000000000.333
currentLADCFAndy Pages051000110100.200
currentLAD3BMax Muncy031000100100.333
currentLAD1BFreddie Freeman041000000100.250
currentLADCDalton Rushing031000110100.333
simulationBOS12BAnthony Seigler550000000200.000
simulationBOS2CFCeddanne Rafaela541000001100.250
simulationBOS3RFWilyer Abreu551100110100.200
simulationBOS43BCaleb Durbin441100000000.250
simulationBOS5DHMasataka Yoshida442000100000.500
simulationBOS61BNick Sogard441001120100.250
simulationBOS7SSAndruw Monasterio442101120000.500
simulationBOS8LFJarren Duran440000000200.000
simulationBOS9CConnor Wong432000101100.667
simulationLAD1DHShohei Ohtani442100120000.500
simulationLAD2CFAndy Pages441100120000.250
simulationLAD32BTommy Edman440000100100.000
simulationLAD41BFreddie Freeman440000000100.000
simulationLAD5LFEnrique Hernández431010101000.333
simulationLAD6RFTeoscar Hernández420000102100.000
simulationLAD73BMax Muncy440000000300.000
simulationLAD8SSMiguel Rojas431100111200.333
simulationLAD9CDalton Rushing332100120000.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentBOS1Jake BennettStarter6.1433260004.262.740.97
currentBOS2Aroldis ChapmanMiddle Reliever1.02332200027.000.981.12
currentBOS3Garrett WhitlockMiddle Reliever0.21110000013.502.020.88
currentBOS5Justin SlatenMiddle Reliever0.0000000004.611.35
currentLAD1Emmet SheehanStarter5.0522241003.604.951.25
currentLAD2Edwin DíazMiddle Reliever1.1100010000.005.621.62
currentLAD3Evan PhillipsMiddle Reliever1.03330110027.006.141.36
currentLAD4Tanner ScottMiddle Reliever1.0100000000.002.420.85
currentLAD5Alex VesiaMiddle Reliever0.2000020000.002.681.19
simulationBOS1Jake BennettStarter6.1433260251054.262.740.97
simulationBOS2Aroldis ChapmanMiddle Reliever1.023322072727.000.981.12
simulationBOS3Garrett WhitlockMiddle Reliever0.211100031213.502.020.88
simulationBOS4Justin SlatenMiddle Reliever0.00000000134.611.35
simulationLAD1Emmet SheehanStarter5.052224122913.604.951.25
simulationLAD2Edwin DíazMiddle Reliever1.11000105200.005.621.62
simulationLAD3Tanner ScottMiddle Reliever1.01000004160.002.420.85
simulationLAD4Evan PhillipsMiddle Reliever1.033301162227.006.141.36
simulationLAD5Alex VesiaMiddle Reliever0.20000202140.002.681.19
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
BOSJake BennettStarter6.1342625105
BOSAroldis ChapmanMiddle Reliever1.03222727
BOSGarrett WhitlockMiddle Reliever0.21100312
BOSJustin SlatenMiddle Reliever0.00000013
LADEmmet SheehanStarter5.025242291
LADEdwin DíazMiddle Reliever1.10101520
LADEvan PhillipsMiddle Reliever1.03301622
LADTanner ScottMiddle Reliever1.00100416
LADAlex VesiaMiddle Reliever0.20002214
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_CHW@TB

20260802_CHW@TB.json • 2026-08-02

CHW 2 - TB 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (H: current=9, sim=5; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=4, sim=2; R: current=5, sim=2; BB: current=2, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Tristan Peters: 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Chase Meidroth: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Colson Montgomery: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Munetaka Murakami: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=2 box=0; Drew Romo: AB current=3 box=4, SO current=1 box=2; Miguel Vargas: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Braden Montgomery: HR current=0 box=1, RBI current=0 box=2; Sam Antonacci: AB current=3 box=4, R current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=31, sim=35; H: current=8, sim=11; 2B: current=0, sim=1; RBI: current=4, sim=3; BB: current=1, sim=2; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Yandy Díaz: H current=1 box=2, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Jonny DeLuca: AB current=3 box=4, H current=1 box=3, RBI current=1 box=0, SO current=1 box=0; Ryan Vilade: AB current=3 box=4, RBI current=1 box=2, R current=0 box=1, SO current=1 box=2; Victor Mesa Jr.: AB current=3 box=4, H current=1 box=0; Junior Caminero: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Chandler Simpson: H current=1 box=2, 2B current=0 box=1; Nick Fortes: H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Taylor Walls: AB current=3 box=4, H current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match TB pitching: 3.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match TB pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match TB pitching: 10.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=35 matches TB BF=35.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match CHW pitching: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match CHW pitching: 11.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match CHW pitching: 8.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW 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_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_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.460.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.540.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.540.
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: 0.659/0.868.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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: CHW 5, TB 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 2 - TB 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TB; cap=0.54, reasons=predicted side recently lost this matchup by 5+ runs; a prior same-side pick already missed against the actual result; a prior same-side pick missed by 5+ actual runs.{'applied': True, 'confidence_cap': 0.54, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs'], 'signals': {'predicted_team': 'TB', 'opponent_team': 'CHW', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-01', 'predicted_team_runs': 1, 'opponent_runs': 0, 'margin_for_predicted_team': 1, 'winner': 'TB'}, {'date': '2026-07-31', 'predicted_team_runs': 1, 'opponent_runs': 6, 'margin_for_predicted_team': -5, 'winner': 'CHW'}, {'date': '2026-04-16', 'predicted_team_runs': 5, 'opponent_runs': 3, 'margin_for_predicted_team': 2, 'winner': 'TB'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260801', 'away': 'CHW', 'home': 'TB', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'TB', 'actual_margin': 1, 'raw_pick_probability': 0.5147010000000001, 'artifact': '20260801_CHW@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'CHW', 'home': 'TB', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'CHW', 'actual_margin': 5, 'raw_pick_probability': 0.64, 'artifact': '20260731_CHW@TB.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TB', 'guardrail_opponent_team': 'CHW', 'output_pre_simulation_winner': 'TB', 'output_opponent_team': 'CHW', 'simulation_score_winner': 'TB', 'final_score_winner': 'TB', 'pre_simulation_winner': 'TB', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CHW 3 - 4 TB', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'CHW 2 - 3 TB', 'winner': 'TB'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': -1, 'home_run_delta': -1, 'total_run_delta': -2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 2, 'home_runs': 3, 'winner': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 2, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0227, 'winner': 'TB', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_CHW@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@TB.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 148.
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: 151.
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: 148.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 2 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 2 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TB, simulation=TB, published=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.540.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TB wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 2-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-3, final 2-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 7/10 = 0.700.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHWBATTING_REALISMcurrent:CHW hitter lines pass basic baseball constraints.
PASSbattingcurrentTBBATTING_REALISMcurrent:TB hitter lines pass basic baseball constraints.
PASSbattingsimulationCHWBATTING_REALISMsimulation:CHW hitter lines pass basic baseball constraints.
PASSbattingsimulationTBBATTING_REALISMsimulation:TB hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHWBATTING_TOTALS_SUMcurrent:CHW batting totals equal summed player lines.
PASSbatting_totalscurrentTBBATTING_TOTALS_SUMcurrent:TB batting totals equal summed player lines.
PASSbatting_totalssimulationCHWBATTING_TOTALS_SUMsimulation:CHW batting totals equal summed player lines.
PASSbatting_totalssimulationTBBATTING_TOTALS_SUMsimulation:TB batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_BB_MATCHsimulation:CHW batting walks match TB pitching: 3.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_HR_MATCHsimulation:CHW batting home runs match TB pitching: 1.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_H_MATCHsimulation:CHW batting hits match TB pitching: 5.
PASSboxscore_crosschecksimulationCHWBAT_PITCH_SO_MATCHsimulation:CHW batting strikeouts match TB pitching: 10.
PASSboxscore_crosschecksimulationCHWPA_BF_MATCHsimulation:CHW PA=35 matches TB BF=35.
PASSboxscore_crosschecksimulationCHWRUNS_MATCH_FINALsimulation:CHW runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_BB_MATCHsimulation:TB batting walks match CHW pitching: 2.
PASSboxscore_crosschecksimulationTBBAT_PITCH_HR_MATCHsimulation:TB batting home runs match CHW pitching: 0.
PASSboxscore_crosschecksimulationTBBAT_PITCH_H_MATCHsimulation:TB batting hits match CHW pitching: 11.
PASSboxscore_crosschecksimulationTBBAT_PITCH_SO_MATCHsimulation:TB batting strikeouts match CHW pitching: 8.
PASSboxscore_crosschecksimulationTBPA_BF_MATCHsimulation:TB PA=37 matches CHW BF=37.
PASSboxscore_crosschecksimulationTBRUNS_MATCH_FINALsimulation:TB runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW 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_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_payloadcurrentTBCURRENT_LINEUP_SHAPETB current lineup has 9 expected positions.
PASScurrent_payloadcurrentTBCURRENT_MODEL_ZERO_FALLBACKTB current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTBCURRENT_NAMES_PRESENTTB current hitter names are populated.
PASScurrent_payloadcurrentTBCURRENT_PREDICTIONS_MATCH_FINALIZEDTB hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.460.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.540.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.540.
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: 0.659/0.868.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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: CHW 5, TB 11.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: CHW 2 - TB 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TB.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for TB; cap=0.54, reasons=predicted side recently lost this matchup by 5+ runs; a prior same-side pick already missed against the actual result; a prior same-side pick missed by 5+ actual runs.{'applied': True, 'confidence_cap': 0.54, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs'], 'signals': {'predicted_team': 'TB', 'opponent_team': 'CHW', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-01', 'predicted_team_runs': 1, 'opponent_runs': 0, 'margin_for_predicted_team': 1, 'winner': 'TB'}, {'date': '2026-07-31', 'predicted_team_runs': 1, 'opponent_runs': 6, 'margin_for_predicted_team': -5, 'winner': 'CHW'}, {'date': '2026-04-16', 'predicted_team_runs': 5, 'opponent_runs': 3, 'margin_for_predicted_team': 2, 'winner': 'TB'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260801', 'away': 'CHW', 'home': 'TB', 'game_number': 1, 'predicted_team': 'CHW', 'actual_winner': 'TB', 'actual_margin': 1, 'raw_pick_probability': 0.5147010000000001, 'artifact': '20260801_CHW@TB.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'CHW', 'home': 'TB', 'game_number': 1, 'predicted_team': 'TB', 'actual_winner': 'CHW', 'actual_margin': 5, 'raw_pick_probability': 0.64, 'artifact': '20260731_CHW@TB.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'TB', 'guardrail_opponent_team': 'CHW', 'output_pre_simulation_winner': 'TB', 'output_opponent_team': 'CHW', 'simulation_score_winner': 'TB', 'final_score_winner': 'TB', 'pre_simulation_winner': 'TB', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'CHW 3 - 4 TB', 'winner': 'TB'}, 'final_simulation_score': {'away_runs': 2, 'home_runs': 3, 'score_text': 'CHW 2 - 3 TB', 'winner': 'TB'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': -1, 'home_run_delta': -1, 'total_run_delta': -2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 2, 'home_runs': 3, 'winner': 'TB', 'model_winner': 'TB', 'simulation_winner': 'TB', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 2, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0227, 'winner': 'TB', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_CHW@TB.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: CHW@TB.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 148.
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: 151.
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: 148.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentCHWPITCHING_REALISMcurrent:CHW pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHWSTARTER_PRESENTcurrent:CHW includes a starter/opener role.
PASSpitchingcurrentTBPITCHING_REALISMcurrent:TB pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTBSTARTER_PRESENTcurrent:TB includes a starter/opener role.
PASSpitchingsimulationCHWPITCHING_REALISMsimulation:CHW pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHWSTARTER_PRESENTsimulation:CHW includes a starter/opener role.
PASSpitchingsimulationTBPITCHING_REALISMsimulation:TB pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTBSTARTER_PRESENTsimulation:TB includes a starter/opener role.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentCHWPITCHING_TOTALS_SUMcurrent:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentTBPITCHING_TOTALS_SUMcurrent:TB pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationCHWPITCHING_TOTALS_SUMsimulation:CHW pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationTBPITCHING_TOTALS_SUMsimulation:TB pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: CHW 2 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: CHW 2 - 3 TB.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TB wins 3-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TB, simulation=TB, published=TB.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.540.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TB wins 3-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TB wins 2-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 2-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 2-3, final 2-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 5.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TB wins 3-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHWRECENT_FORM_RANGECHW recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHWTEAM_RECENT_RECORDCHW wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentTBRECENT_FORM_RANGETB recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTBTEAM_RECENT_RECORDTB wins and win_pct agree: 7/10 = 0.700.
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_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-schemaCHWCURRENT_FINALIZED_MATCH_BOXCHW model-prediction batting totals differ from final simulation box score (H: current=9, sim=5; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=4, sim=2; R: current=5, sim=2; BB: current=2, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCHWCURRENT_PLAYER_MATCH_BOXCHW current finalized hitter lines are model predictions and differ from the simulation box score: Tristan Peters: 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Chase Meidroth: H current=1 box=0, R current=1 box=0, SO current=1 box=2; Colson Montgomery: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Munetaka Murakami: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=2 box=0; Drew Romo: AB current=3 box=4, SO current=1 box=2; Miguel Vargas: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Braden Montgomery: HR current=0 box=1, RBI current=0 box=2; Sam Antonacci: AB current=3 box=4, R current=1 box=0, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTBCURRENT_FINALIZED_MATCH_BOXTB model-prediction batting totals differ from final simulation box score (AB: current=31, sim=35; H: current=8, sim=11; 2B: current=0, sim=1; RBI: current=4, sim=3; BB: current=1, sim=2; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTBCURRENT_PLAYER_MATCH_BOXTB current finalized hitter lines are model predictions and differ from the simulation box score: Yandy Díaz: H current=1 box=2, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Jonny DeLuca: AB current=3 box=4, H current=1 box=3, RBI current=1 box=0, SO current=1 box=0; Ryan Vilade: AB current=3 box=4, RBI current=1 box=2, R current=0 box=1, SO current=1 box=2; Victor Mesa Jr.: AB current=3 box=4, H current=1 box=0; Junior Caminero: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Chandler Simpson: H current=1 box=2, 2B current=0 box=1; Nick Fortes: H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Taylor Walls: AB current=3 box=4, H current=0 box=1, RBI current=0 box=1, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.3018155097961435.290992259979248Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.540Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result23Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
CHW00010000125
TB000100200311
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentCHWbatting329000452100000
currentCHWpitching1103288.0300
currentTBbatting31800043170000
currentTBpitching5123109.0200
simulationCHWbatting3251012231000
simulationCHWpitching1103288.0337151
simulationTBbatting3511100332800
simulationTBpitching5123109.0235148
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentCHWDHTristan Peters031000000100.333
currentCHWCChase Meidroth041000100100.250
currentCHW1BColson Montgomery041000010100.250
currentCHW2BMunetaka Murakami041000111200.250
currentCHW3BDrew Romo031000000100.333
currentCHWSSMiguel Vargas041000111100.250
currentCHWLFBraden Montgomery041000100100.250
currentCHWCFSam Antonacci031000100100.333
currentCHWRFAndrew Benintendi031000010100.333
currentTBDHYandy Díaz051000110100.200
currentTBCFJonny DeLuca031000110100.333
currentTB1BRyan Vilade031000010100.333
currentTBRFVictor Mesa Jr.031000000100.333
currentTB3BJunior Caminero041000111100.250
currentTBLFChandler Simpson041000000000.250
currentTBCNick Fortes031000000000.333
currentTBSSTaylor Walls030000000100.000
currentTB2BBen Williamson031000000100.333
simulationCHW1CFTristan Peters431100101100.333
simulationCHW2SSColson Montgomery430000001200.000
simulationCHW32BChase Meidroth440000000200.000
simulationCHW4IFMunetaka Murakami441000000000.250
simulationCHW5CDrew Romo441000000200.250
simulationCHW63BMiguel Vargas430000001100.000
simulationCHW7OFBraden Montgomery441001120100.250
simulationCHW8SSSam Antonacci441000000000.250
simulationCHW9DHAndrew Benintendi330000000100.000
simulationTB1DHYandy Díaz552000000200.400
simulationTB2LFChandler Simpson442100000000.500
simulationTB33BJunior Caminero432000001000.667
simulationTB4RFVictor Mesa Jr.440000000100.000
simulationTB5CFJonny DeLuca443000100000.750
simulationTB61BRyan Vilade441000120200.250
simulationTB72BBen Williamson440000000200.000
simulationTB8CNick Fortes430000001100.000
simulationTB9SSTaylor Walls441000110000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentCHW1Anthony KayStarter5.0711260001.804.611.44
currentCHW2Bryan HudsonMiddle Reliever1.0000010000.001.571.35
currentCHW3Grant TaylorMiddle Reliever1.0000010000.001.421.26
currentCHW5Sean NewcombMiddle Reliever1.04220000018.007.711.71
currentTB1Griffin JaxStarter5.0311370001.803.431.19
currentTB2Bryan BakerMiddle Reliever1.1100000000.001.490.87
currentTB4Garrett CleavingerMiddle Reliever1.2111011005.403.311.22
currentTB5Kevin KellyMiddle Reliever1.0000020000.002.170.85
simulationCHW1Anthony KayStarter5.071126024921.804.611.44
simulationCHW2Grant TaylorMiddle Reliever1.00000103180.001.421.26
simulationCHW3Sean NewcombMiddle Reliever1.042200072618.007.711.71
simulationCHW4Bryan HudsonMiddle Reliever1.00000103150.001.571.35
simulationTB1Griffin JaxStarter5.031137021901.803.431.19
simulationTB2Bryan BakerMiddle Reliever1.11000005200.001.490.87
simulationTB3Kevin KellyMiddle Reliever1.00000203140.002.170.85
simulationTB4Garrett CleavingerMiddle Reliever1.21110116245.403.311.22
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
CHWAnthony KayStarter5.017262492
CHWBryan HudsonMiddle Reliever1.00001315
CHWGrant TaylorMiddle Reliever1.00001318
CHWSean NewcombMiddle Reliever1.02400726
TBGriffin JaxStarter5.013372190
TBBryan BakerMiddle Reliever1.10100520
TBGarrett CleavingerMiddle Reliever1.21101624
TBKevin KellyMiddle Reliever1.00002314
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_DET@OAK

20260802_DET@OAK.json • 2026-08-02

DET 5 - OAK 2
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 95INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=37, sim=35; H: current=9, sim=8; HR: current=0, sim=1; R: current=8, sim=5; BB: current=4, sim=6; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Colt Keith: AB current=3 box=4, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Gleyber Torres: H current=1 box=2, RBI current=1 box=2, BB current=1 box=0, SO current=1 box=0; Dillon Dingler: AB current=6 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Riley Greene: AB current=4 box=5, R current=1 box=0, BB current=1 box=0; Zach McKinstry: H current=1 box=0, BB current=0 box=1, SO current=0 box=2; Spencer Torkelson: H current=1 box=2, SO current=1 box=0; Max Clark: AB current=4 box=3, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=2; Javier Báez: AB current=4 box=2, 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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=5; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=0, sim=2; R: current=0, sim=2; BB: current=0, sim=2; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Jacob Wilson: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Jonah Heim: AB current=3 box=4, 2B current=0 box=1; Alika Williams: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Henry Bolte: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Brian Serven: H current=1 box=0, SO current=1 box=0; Jonathan Ornelas: H current=1 box=0, SO current=0 box=1; Tommy White: AB current=5 box=4, H current=1 box=2, SO current=1 box=0; Tyler Soderstrom: H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match OAK pitching: 6.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match OAK pitching: 5.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=41 matches OAK BF=41.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match DET pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match DET pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match DET pitching: 8.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=34 matches DET BF=34.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.580.
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 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.462/0.639.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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 8, OAK 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 5 - OAK 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for DET; cap=0.58, reasons=local prediction memory shows 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 2 straight prior same-side picks'], 'signals': {'predicted_team': 'DET', 'opponent_team': 'OAK', 'h2h_net_margin': 20, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 13, 'opponent_runs': 1, 'margin_for_predicted_team': 12, 'winner': 'DET'}, {'date': '2026-07-09', 'predicted_team_runs': 4, 'opponent_runs': 1, 'margin_for_predicted_team': 3, 'winner': 'DET'}, {'date': '2026-07-08', 'predicted_team_runs': 6, 'opponent_runs': 1, 'margin_for_predicted_team': 5, 'winner': 'DET'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'DET', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'DET', 'actual_margin': 12, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260731_DET@OAK.json', 'verification': 'pregame_official_final'}, {'date': '20260707', 'away': 'OAK', 'home': 'DET', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'DET', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260707_OAK@DET.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'DET', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'DET', 'output_opponent_team': 'OAK', 'simulation_score_winner': 'DET', 'final_score_winner': 'DET', 'pre_simulation_winner': 'DET', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 2, 'score_text': 'DET 5 - 2 OAK', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 2, 'score_text': 'DET 5 - 2 OAK', 'winner': 'DET'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 5, 'home_runs': 2, 'winner': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 5, 'home_runs': 2}, 'simulation_score': {'away_runs': 5, 'home_runs': 2}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.8318, 'winner': 'DET', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_DET@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@OAK.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 152.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
PASSpitch_countsimulationDETPITCH_COUNT_PITCHER_MATCHDET pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationDETPITCH_COUNT_TOTAL_MATCHDET pitch_count_summary total, row sum, and pitching total all match: 152.
PASSpitch_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: 175.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: DET 5 - 2 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 5 - 2 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=DET, simulation=DET, published=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: DET wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET 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: DET wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentDETBATTING_REALISMcurrent:DET hitter lines pass basic baseball constraints.
PASSbattingcurrentOAKBATTING_REALISMcurrent:OAK hitter lines pass basic baseball constraints.
PASSbattingsimulationDETBATTING_REALISMsimulation:DET hitter lines pass basic baseball constraints.
PASSbattingsimulationOAKBATTING_REALISMsimulation:OAK hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentDETBATTING_TOTALS_SUMcurrent:DET batting totals equal summed player lines.
PASSbatting_totalscurrentOAKBATTING_TOTALS_SUMcurrent:OAK batting totals equal summed player lines.
PASSbatting_totalssimulationDETBATTING_TOTALS_SUMsimulation:DET batting totals equal summed player lines.
PASSbatting_totalssimulationOAKBATTING_TOTALS_SUMsimulation:OAK batting totals equal summed player lines.
PASSboxscore_crosschecksimulationDETBAT_PITCH_BB_MATCHsimulation:DET batting walks match OAK pitching: 6.
PASSboxscore_crosschecksimulationDETBAT_PITCH_HR_MATCHsimulation:DET batting home runs match OAK pitching: 1.
PASSboxscore_crosschecksimulationDETBAT_PITCH_H_MATCHsimulation:DET batting hits match OAK pitching: 8.
PASSboxscore_crosschecksimulationDETBAT_PITCH_SO_MATCHsimulation:DET batting strikeouts match OAK pitching: 5.
PASSboxscore_crosschecksimulationDETPA_BF_MATCHsimulation:DET PA=41 matches OAK BF=41.
PASSboxscore_crosschecksimulationDETRUNS_MATCH_FINALsimulation:DET runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_BB_MATCHsimulation:OAK batting walks match DET pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_HR_MATCHsimulation:OAK batting home runs match DET pitching: 2.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_H_MATCHsimulation:OAK batting hits match DET pitching: 5.
PASSboxscore_crosschecksimulationOAKBAT_PITCH_SO_MATCHsimulation:OAK batting strikeouts match DET pitching: 8.
PASSboxscore_crosschecksimulationOAKPA_BF_MATCHsimulation:OAK PA=34 matches DET BF=34.
PASSboxscore_crosschecksimulationOAKRUNS_MATCH_FINALsimulation:OAK runs match final score and opposing pitching runs: 2.
PASScross_schemacross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentDETCURRENT_LINEUP_SHAPEDET current lineup has 9 expected positions.
PASScurrent_payloadcurrentDETCURRENT_MODEL_ZERO_FALLBACKDET current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentDETCURRENT_NAMES_PRESENTDET current hitter names are populated.
PASScurrent_payloadcurrentDETCURRENT_PREDICTIONS_MATCH_FINALIZEDDET hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentOAKCURRENT_LINEUP_SHAPEOAK current lineup has 9 expected positions.
PASScurrent_payloadcurrentOAKCURRENT_MODEL_ZERO_FALLBACKOAK current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentOAKCURRENT_NAMES_PRESENTOAK current hitter names are populated.
PASScurrent_payloadcurrentOAKCURRENT_PREDICTIONS_MATCH_FINALIZEDOAK hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.580.
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 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.462/0.639.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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 8, OAK 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: DET 5 - OAK 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: DET.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for DET; cap=0.58, reasons=local prediction memory shows 2 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 2 straight prior same-side picks'], 'signals': {'predicted_team': 'DET', 'opponent_team': 'OAK', 'h2h_net_margin': 20, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 13, 'opponent_runs': 1, 'margin_for_predicted_team': 12, 'winner': 'DET'}, {'date': '2026-07-09', 'predicted_team_runs': 4, 'opponent_runs': 1, 'margin_for_predicted_team': 3, 'winner': 'DET'}, {'date': '2026-07-08', 'predicted_team_runs': 6, 'opponent_runs': 1, 'margin_for_predicted_team': 5, 'winner': 'DET'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'DET', 'home': 'OAK', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'DET', 'actual_margin': 12, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260731_DET@OAK.json', 'verification': 'pregame_official_final'}, {'date': '20260707', 'away': 'OAK', 'home': 'DET', 'game_number': 1, 'predicted_team': 'DET', 'actual_winner': 'DET', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260707_OAK@DET.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'DET', 'guardrail_opponent_team': 'OAK', 'output_pre_simulation_winner': 'DET', 'output_opponent_team': 'OAK', 'simulation_score_winner': 'DET', 'final_score_winner': 'DET', 'pre_simulation_winner': 'DET', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 2, 'score_text': 'DET 5 - 2 OAK', 'winner': 'DET'}, 'final_simulation_score': {'away_runs': 5, 'home_runs': 2, 'score_text': 'DET 5 - 2 OAK', 'winner': 'DET'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 5, 'home_runs': 2, 'winner': 'DET', 'model_winner': 'DET', 'simulation_winner': 'DET', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 5, 'home_runs': 2}, 'simulation_score': {'away_runs': 5, 'home_runs': 2}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 3, 'final_margin': 3, 'winner_quality_edge': 1.8318, 'winner': 'DET', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_DET@OAK.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: DET@OAK.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 152.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
PASSpitch_countsimulationDETPITCH_COUNT_PITCHER_MATCHDET pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationDETPITCH_COUNT_TOTAL_MATCHDET pitch_count_summary total, row sum, and pitching total all match: 152.
PASSpitch_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: 175.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentDETPITCHING_REALISMcurrent:DET pitcher lines pass basic baseball constraints.
PASSpitchingcurrentDETSTARTER_PRESENTcurrent:DET includes a starter/opener role.
PASSpitchingcurrentOAKPITCHING_REALISMcurrent:OAK pitcher lines pass basic baseball constraints.
PASSpitchingcurrentOAKSTARTER_PRESENTcurrent:OAK includes a starter/opener role.
PASSpitchingsimulationDETPITCHING_REALISMsimulation:DET pitcher lines pass basic baseball constraints.
PASSpitchingsimulationDETSTARTER_PRESENTsimulation:DET includes a starter/opener role.
PASSpitchingsimulationOAKPITCHING_REALISMsimulation:OAK pitcher lines pass basic baseball constraints.
PASSpitchingsimulationOAKSTARTER_PRESENTsimulation:OAK includes a starter/opener role.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentDETPITCHING_TOTALS_SUMcurrent:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentOAKPITCHING_TOTALS_SUMcurrent:OAK pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationDETPITCHING_TOTALS_SUMsimulation:DET pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationOAKPITCHING_TOTALS_SUMsimulation:OAK pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: DET 5 - 2 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: DET 5 - 2 OAK.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: DET wins 5-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=DET, simulation=DET, published=DET.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 2/10 (0.200).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: DET wins 5-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: DET 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: DET wins 5-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentDETRECENT_FORM_RANGEDET recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentDETTEAM_RECENT_RECORDDET wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentOAKRECENT_FORM_RANGEOAK recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentOAKTEAM_RECENT_RECORDOAK wins and win_pct agree: 2/10 = 0.200.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentDETCURRENT_PITCHER_DUPLICATIONDET pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentOAKCURRENT_PITCHER_DUPLICATIONOAK pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaDETCURRENT_FINALIZED_MATCH_BOXDET model-prediction batting totals differ from final simulation box score (AB: current=37, sim=35; H: current=9, sim=8; HR: current=0, sim=1; R: current=8, sim=5; BB: current=4, sim=6; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaDETCURRENT_PLAYER_MATCH_BOXDET current finalized hitter lines are model predictions and differ from the simulation box score: Colt Keith: AB current=3 box=4, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Gleyber Torres: H current=1 box=2, RBI current=1 box=2, BB current=1 box=0, SO current=1 box=0; Dillon Dingler: AB current=6 box=5, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Riley Greene: AB current=4 box=5, R current=1 box=0, BB current=1 box=0; Zach McKinstry: H current=1 box=0, BB current=0 box=1, SO current=0 box=2; Spencer Torkelson: H current=1 box=2, SO current=1 box=0; Max Clark: AB current=4 box=3, 2B current=1 box=0, HR current=0 box=1, RBI current=1 box=2; Javier Báez: AB current=4 box=2, 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-schemaOAKCURRENT_FINALIZED_MATCH_BOXOAK model-prediction batting totals differ from final simulation box score (AB: current=31, sim=32; H: current=9, sim=5; 2B: current=0, sim=1; HR: current=0, sim=2; RBI: current=0, sim=2; R: current=0, sim=2; BB: current=0, sim=2; SO: current=7, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaOAKCURRENT_PLAYER_MATCH_BOXOAK current finalized hitter lines are model predictions and differ from the simulation box score: Jacob Wilson: AB current=4 box=3, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Jonah Heim: AB current=3 box=4, 2B current=0 box=1; Alika Williams: AB current=3 box=4, HR current=0 box=1, RBI current=0 box=1, R current=0 box=1; Henry Bolte: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Brian Serven: H current=1 box=0, SO current=1 box=0; Jonathan Ornelas: H current=1 box=0, SO current=0 box=1; Tommy White: AB current=5 box=4, H current=1 box=2, SO current=1 box=0; Tyler Soderstrom: H current=1 box=0, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.982886314392094.57935905456543Base ML historical model prediction
variance_applied55Deterministic baseline target (variance factor 1.0)
enhanced_prediction520.580Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment52Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review52Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target52Capped at max 12 realistic runs
simulation_result52Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
DET00030002058
OAK00000110025
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentDETbatting37910058480000
currentDETpitching522289.0200
currentOAKbatting31900000070000
currentOAKpitching815659.0500
simulationDETbatting358101556500
simulationDETpitching522289.0234152
simulationOAKbatting325102222800
simulationOAKpitching815659.0541175
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentDET3BKevin McGonigle041000101100.250
currentDETDHColt Keith031000000100.333
currentDET2BGleyber Torres051000111100.200
currentDETCDillon Dingler061000110100.167
currentDETLFRiley Greene041000101100.250
currentDETRFZach McKinstry031000000000.333
currentDET1BSpencer Torkelson041000110100.250
currentDETCFMax Clark041100211100.250
currentDETSSJavier Báez041000110100.250
currentOAKDHJacob Wilson041000000000.250
currentOAK1BJonah Heim031000000100.333
currentOAKSSAlika Williams031000000100.333
currentOAKCFHenry Bolte031000000100.333
currentOAKCBrian Serven031000000100.333
currentOAK2BJonathan Ornelas031000000000.333
currentOAK3BTommy White051000000100.200
currentOAKLFTyler Soderstrom041000000100.250
currentOAKRFLawrence Butler031000000100.333
simulationDET13BKevin McGonigle541000101100.250
simulationDET22BGleyber Torres552000120000.400
simulationDET3CDillon Dingler550000000100.000
simulationDET4LFRiley Greene551000000100.200
simulationDET5DHColt Keith541100101000.250
simulationDET61BSpencer Torkelson442000110000.500
simulationDET7CFMax Clark431001121000.333
simulationDET8SSJavier Báez420000002000.000
simulationDET9RFZach McKinstry430000001200.000
simulationOAK1DHJacob Wilson431001111000.333
simulationOAK21BJonah Heim441100000100.250
simulationOAK3LFTyler Soderstrom440000000200.000
simulationOAK43BTommy White442000000000.500
simulationOAK5RFLawrence Butler440000000100.000
simulationOAK6SSAlika Williams441001110100.250
simulationOAK7CFHenry Bolte430000001200.000
simulationOAK8CBrian Serven330000000000.000
simulationOAK92BJonathan Ornelas330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentDET1Keider MonteroStarter5.0211261001.803.341.02
currentDET2Kenley JansenMiddle Reliever1.0111011009.003.141.15
currentDET3Kyle FinneganMiddle Reliever2.0100000000.002.151.37
currentDET4Tyler HoltonMiddle Reliever1.0100010000.003.101.32
currentOAK1Gage JumpStarter5.0533440005.404.001.40
currentOAK2Luis MedinaMiddle Reliever1.1000000000.003.621.39
currentOAK3Elvis AlvaradoMiddle Reliever1.0000000000.004.911.24
currentOAK4Hogan HarrisMiddle Reliever1.0100000000.003.381.48
currentOAK5José SuarezMiddle Reliever0.22222110027.004.631.46
currentOAK6Hayden JuengerMiddle Reliever0.0000000004.151.50
simulationDET1Keider MonteroStarter5.021126119891.803.341.02
simulationDET2Kenley JansenMiddle Reliever1.01110114179.003.141.15
simulationDET3Kyle FinneganMiddle Reliever2.01000007300.002.151.37
simulationDET4Tyler HoltonMiddle Reliever1.01000104160.003.101.32
simulationOAK1Gage JumpStarter5.053344024945.404.001.40
simulationOAK2Hogan HarrisMiddle Reliever1.01000004170.003.381.48
simulationOAK3Elvis AlvaradoMiddle Reliever1.00000003180.004.911.24
simulationOAK4Luis MedinaMiddle Reliever1.1000000440.003.621.39
simulationOAK5José SuarezMiddle Reliever0.222221162027.004.631.46
simulationOAK6Hayden JuengerMiddle Reliever0.00000000224.151.50
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
DETKeider MonteroStarter5.012261989
DETKenley JansenMiddle Reliever1.01101417
DETKyle FinneganMiddle Reliever2.00100730
DETTyler HoltonMiddle Reliever1.00101416
OAKGage JumpStarter5.035442494
OAKLuis MedinaMiddle Reliever1.1000044
OAKElvis AlvaradoMiddle Reliever1.00000318
OAKHogan HarrisMiddle Reliever1.00100417
OAKJosé SuarezMiddle Reliever0.22221620
OAKHayden JuengerMiddle Reliever0.00000022
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_KC@COL

20260802_KC@COL.json • 2026-08-02

KC 4 - COL 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 95INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; HR: current=0, sim=1; RBI: current=5, sim=3; R: current=6, sim=3; BB: current=0, sim=3; SO: current=9, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Jake McCarthy: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Mickey Moniak: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Cole Carrigg: RBI current=1 box=0, BB current=0 box=1, SO current=1 box=2; Kyle Karros: AB current=3 box=4, H current=1 box=2; Willi Castro: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Hunter Goodman: AB current=5 box=4, RBI current=1 box=0, R current=1 box=0, SO current=2 box=1; TJ Rumfield: H current=1 box=0, SO current=1 box=0; Tyler Freeman: AB current=3 box=4, H current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=9, sim=10; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=1, sim=4; BB: current=0, sim=2; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Carter Jensen: AB current=4 box=5, H current=1 box=0, R current=0 box=1, SO current=1 box=2; Jac Caglianone: H current=1 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Salvador Perez: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; John Rave: AB current=3 box=4; Nick Loftin: AB current=3 box=4, SO current=1 box=0; Isaac Collins: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Michael Massey: H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; Tyler Tolbert: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match KC pitching: 3.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match KC pitching: 6.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match KC pitching: 12.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=36 matches KC BF=36.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match COL pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match COL pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match COL pitching: 10.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match COL pitching: 7.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=39 matches COL BF=39.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCOLCURRENT_LINEUP_SHAPECOL current lineup has 9 expected positions.
PASScurrent_payloadcurrentCOLCURRENT_MODEL_ZERO_FALLBACKCOL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCOLCURRENT_NAMES_PRESENTCOL current hitter names are populated.
PASScurrent_payloadcurrentCOLCURRENT_PREDICTIONS_MATCH_FINALIZEDCOL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.454/0.629.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 10, COL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 4 - COL 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: KC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for KC; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result; latest-series reversal condition was suppressed.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'KC', 'opponent_team': 'COL', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 1, 'opponent_runs': 3, 'margin_for_predicted_team': -2, 'winner': 'COL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'KC', 'home': 'COL', 'game_number': 1, 'predicted_team': 'KC', 'actual_winner': 'COL', 'actual_margin': 2, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260731_KC@COL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'KC', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'KC', 'output_opponent_team': 'COL', 'simulation_score_winner': 'KC', 'final_score_winner': 'KC', 'pre_simulation_winner': 'KC', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'KC 4 - 3 COL', 'winner': 'KC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'KC 4 - 3 COL', 'winner': 'KC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 4, 'home_runs': 3, 'winner': 'KC', 'model_winner': 'KC', 'simulation_winner': 'KC', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 4, 'home_runs': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.1795, 'winner': 'KC', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_KC@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@COL.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 168.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 165.
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: 168.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 4 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 4 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: KC wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=KC, simulation=KC, published=KC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: KC wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: KC wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: KC wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCOLBATTING_REALISMcurrent:COL hitter lines pass basic baseball constraints.
PASSbattingcurrentKCBATTING_REALISMcurrent:KC hitter lines pass basic baseball constraints.
PASSbattingsimulationCOLBATTING_REALISMsimulation:COL hitter lines pass basic baseball constraints.
PASSbattingsimulationKCBATTING_REALISMsimulation:KC hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCOLBATTING_TOTALS_SUMcurrent:COL batting totals equal summed player lines.
PASSbatting_totalscurrentKCBATTING_TOTALS_SUMcurrent:KC batting totals equal summed player lines.
PASSbatting_totalssimulationCOLBATTING_TOTALS_SUMsimulation:COL batting totals equal summed player lines.
PASSbatting_totalssimulationKCBATTING_TOTALS_SUMsimulation:KC batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_BB_MATCHsimulation:COL batting walks match KC pitching: 3.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_HR_MATCHsimulation:COL batting home runs match KC pitching: 1.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_H_MATCHsimulation:COL batting hits match KC pitching: 6.
PASSboxscore_crosschecksimulationCOLBAT_PITCH_SO_MATCHsimulation:COL batting strikeouts match KC pitching: 12.
PASSboxscore_crosschecksimulationCOLPA_BF_MATCHsimulation:COL PA=36 matches KC BF=36.
PASSboxscore_crosschecksimulationCOLRUNS_MATCH_FINALsimulation:COL runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationKCBAT_PITCH_BB_MATCHsimulation:KC batting walks match COL pitching: 2.
PASSboxscore_crosschecksimulationKCBAT_PITCH_HR_MATCHsimulation:KC batting home runs match COL pitching: 1.
PASSboxscore_crosschecksimulationKCBAT_PITCH_H_MATCHsimulation:KC batting hits match COL pitching: 10.
PASSboxscore_crosschecksimulationKCBAT_PITCH_SO_MATCHsimulation:KC batting strikeouts match COL pitching: 7.
PASSboxscore_crosschecksimulationKCPA_BF_MATCHsimulation:KC PA=39 matches COL BF=39.
PASSboxscore_crosschecksimulationKCRUNS_MATCH_FINALsimulation:KC runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentCOLCURRENT_LINEUP_SHAPECOL current lineup has 9 expected positions.
PASScurrent_payloadcurrentCOLCURRENT_MODEL_ZERO_FALLBACKCOL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentCOLCURRENT_NAMES_PRESENTCOL current hitter names are populated.
PASScurrent_payloadcurrentCOLCURRENT_PREDICTIONS_MATCH_FINALIZEDCOL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentKCCURRENT_LINEUP_SHAPEKC current lineup has 9 expected positions.
PASScurrent_payloadcurrentKCCURRENT_MODEL_ZERO_FALLBACKKC current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentKCCURRENT_NAMES_PRESENTKC current hitter names are populated.
PASScurrent_payloadcurrentKCCURRENT_PREDICTIONS_MATCH_FINALIZEDKC hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.454/0.629.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: KC 10, COL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: KC 4 - COL 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: KC.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for KC; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result; latest-series reversal condition was suppressed.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'KC', 'opponent_team': 'COL', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 1, 'opponent_runs': 3, 'margin_for_predicted_team': -2, 'winner': 'COL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'KC', 'home': 'COL', 'game_number': 1, 'predicted_team': 'KC', 'actual_winner': 'COL', 'actual_margin': 2, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260731_KC@COL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'KC', 'guardrail_opponent_team': 'COL', 'output_pre_simulation_winner': 'KC', 'output_opponent_team': 'COL', 'simulation_score_winner': 'KC', 'final_score_winner': 'KC', 'pre_simulation_winner': 'KC', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'KC 4 - 3 COL', 'winner': 'KC'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'KC 4 - 3 COL', 'winner': 'KC'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 4, 'home_runs': 3, 'winner': 'KC', 'model_winner': 'KC', 'simulation_winner': 'KC', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 4, 'home_runs': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.1795, 'winner': 'KC', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_KC@COL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: KC@COL.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 168.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 165.
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: 168.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentCOLPITCHING_REALISMcurrent:COL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCOLSTARTER_PRESENTcurrent:COL includes a starter/opener role.
PASSpitchingcurrentKCPITCHING_REALISMcurrent:KC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentKCSTARTER_PRESENTcurrent:KC includes a starter/opener role.
PASSpitchingsimulationCOLPITCHING_REALISMsimulation:COL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCOLSTARTER_PRESENTsimulation:COL includes a starter/opener role.
PASSpitchingsimulationKCPITCHING_REALISMsimulation:KC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationKCSTARTER_PRESENTsimulation:KC includes a starter/opener role.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentCOLPITCHING_TOTALS_SUMcurrent:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationCOLPITCHING_TOTALS_SUMsimulation:COL pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationKCPITCHING_TOTALS_SUMsimulation:KC pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: KC 4 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: KC 4 - 3 COL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: KC wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=KC, simulation=KC, published=KC.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: KC wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: KC wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: KC wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCOLRECENT_FORM_RANGECOL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCOLTEAM_RECENT_RECORDCOL wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentKCRECENT_FORM_RANGEKC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentKCTEAM_RECENT_RECORDKC wins and win_pct agree: 2/10 = 0.200.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCOLCURRENT_PITCHER_DUPLICATIONCOL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentKCCURRENT_PITCHER_DUPLICATIONKC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_FINALIZED_MATCH_BOXCOL model-prediction batting totals differ from final simulation box score (H: current=9, sim=6; HR: current=0, sim=1; RBI: current=5, sim=3; R: current=6, sim=3; BB: current=0, sim=3; SO: current=9, sim=12).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCOLCURRENT_PLAYER_MATCH_BOXCOL current finalized hitter lines are model predictions and differ from the simulation box score: Jake McCarthy: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Mickey Moniak: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Cole Carrigg: RBI current=1 box=0, BB current=0 box=1, SO current=1 box=2; Kyle Karros: AB current=3 box=4, H current=1 box=2; Willi Castro: AB current=4 box=3, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1; Hunter Goodman: AB current=5 box=4, RBI current=1 box=0, R current=1 box=0, SO current=2 box=1; TJ Rumfield: H current=1 box=0, SO current=1 box=0; Tyler Freeman: AB current=3 box=4, H current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaKCCURRENT_FINALIZED_MATCH_BOXKC model-prediction batting totals differ from final simulation box score (AB: current=32, sim=37; H: current=9, sim=10; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=4; R: current=1, sim=4; BB: current=0, sim=2; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaKCCURRENT_PLAYER_MATCH_BOXKC current finalized hitter lines are model predictions and differ from the simulation box score: Carter Jensen: AB current=4 box=5, H current=1 box=0, R current=0 box=1, SO current=1 box=2; Jac Caglianone: H current=1 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Salvador Perez: H current=1 box=0, BB current=0 box=1, SO current=1 box=2; John Rave: AB current=3 box=4; Nick Loftin: AB current=3 box=4, SO current=1 box=0; Isaac Collins: H current=1 box=2, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Michael Massey: H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; Tyler Tolbert: AB current=3 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.1432299613952645.447404861450195Base ML historical model prediction
variance_applied65Deterministic baseline target (variance factor 1.0)
enhanced_prediction430.530Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
KC001010200410
COL00003000036
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentKCbatting32900021090000
currentKCpitching6133129.0300
currentCOLbatting33900056090000
currentCOLpitching1014279.0400
simulationKCbatting3710101442700
simulationKCpitching6133129.0336168
simulationCOLbatting3360013331200
simulationCOLpitching1014279.0439165
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentKCDHCarter Jensen041000010100.250
currentKC1BJac Caglianone041000000100.250
currentKCCSalvador Perez041000000100.250
currentKCRFJohn Rave031000000100.333
currentKC3BNick Loftin031000000100.333
currentKCLFIsaac Collins041000000100.250
currentKC2BMichael Massey041000010100.250
currentKCSSTyler Tolbert031000100100.333
currentKCCFLane Thomas031000000100.333
currentCOLLFJake McCarthy041000010100.250
currentCOLDHMickey Moniak041000110100.250
currentCOLSSCole Carrigg031000110100.333
currentCOL3BKyle Karros031000100100.333
currentCOL2BWilli Castro041000110100.250
currentCOLCHunter Goodman051000110200.200
currentCOL1BTJ Rumfield041000000100.250
currentCOLRFTyler Freeman031000000000.333
currentCOLCFBrenton Doyle031000100100.333
simulationKC1DHCarter Jensen550000110200.000
simulationKC21BJac Caglianone542000101000.500
simulationKC3CSalvador Perez540000001200.000
simulationKC4LFIsaac Collins442100120000.500
simulationKC53BNick Loftin441000000000.250
simulationKC62BMichael Massey442000000000.500
simulationKC7RFJohn Rave441000000100.250
simulationKC8SSTyler Tolbert442001110000.500
simulationKC9CFLane Thomas440000000200.000
simulationCOL1LFJake McCarthy430000001100.000
simulationCOL23BKyle Karros442000100100.500
simulationCOL31BTJ Rumfield440000000000.000
simulationCOL4CHunter Goodman441000000100.250
simulationCOL5DHMickey Moniak440000000200.000
simulationCOL6SSCole Carrigg431000101200.333
simulationCOL72BWilli Castro431000001100.333
simulationCOL8RFTyler Freeman440000000100.000
simulationCOL9CFBrenton Doyle441001130300.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentKC1Seth LugoStarter5.2333271004.764.221.37
currentKC2Alex LangeMiddle Reliever1.1100030000.006.331.55
currentKC3Daniel Lynch IVMiddle Reliever1.0100100000.002.000.93
currentKC4Steven CruzMiddle Reliever1.0100020000.004.381.26
currentCOL1Kyle FreelandStarter4.2844041007.717.341.55
currentCOL2Antonio SenzatelaMiddle Reliever1.2100010000.003.611.30
currentCOL3Jordan RomanoMiddle Reliever1.2100220000.004.021.40
currentCOL4Juan MejiaMiddle Reliever1.0000000000.005.511.58
simulationKC1Seth LugoStarter5.2333271221004.764.221.37
simulationKC2Alex LangeMiddle Reliever1.11000305320.006.331.55
simulationKC3Daniel Lynch IVMiddle Reliever1.01001005200.002.000.93
simulationKC4Steven CruzMiddle Reliever1.01000204160.004.381.26
simulationCOL1Kyle FreelandStarter4.284404122917.717.341.55
simulationCOL2Jordan RomanoMiddle Reliever1.21002208320.004.021.40
simulationCOL3Antonio SenzatelaMiddle Reliever1.21000106240.003.611.30
simulationCOL4Juan MejiaMiddle Reliever1.00000003180.005.511.58
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
KCSeth LugoStarter5.2332722100
KCAlex LangeMiddle Reliever1.10103532
KCDaniel Lynch IVMiddle Reliever1.00110520
KCSteven CruzMiddle Reliever1.00102416
COLKyle FreelandStarter4.248042291
COLAntonio SenzatelaMiddle Reliever1.20101624
COLJordan RomanoMiddle Reliever1.20122832
COLJuan MejiaMiddle Reliever1.00000318
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_MIA@NYM

20260802_MIA@NYM.json • 2026-08-02

MIA 4 - NYM 0
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 95INFO 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 (H: current=9, sim=7; 2B: current=0, sim=2; R: current=3, sim=4; BB: current=0, sim=2; SO: current=7, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Liam Hicks: AB current=5 box=3, H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Otto Lopez: AB current=5 box=4, RBI current=1 box=0; Heriberto Hernández: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0, R current=0 box=1; Javier Sanoja: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Xavier Edwards: H current=1 box=0; Griffin Conine: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Esteury Ruiz: AB current=3 box=4, 2B current=0 box=1, R current=1 box=0, SO current=1 box=0; Leo Jiménez: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; RBI: current=2, sim=0; R: current=1, sim=0; BB: current=1, sim=4; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: A.J. Ewing: AB current=4 box=5, H current=1 box=2; Bo Bichette: H current=1 box=0, SO current=1 box=0; Francisco Lindor: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Tyrone Taylor: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Jared Young: BB current=0 box=1, SO current=1 box=0; Brett Baty: AB current=3 box=4; Luis Torrens: AB current=3 box=4New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
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: 2.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match NYM pitching: 0.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match NYM pitching: 9.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=36 matches NYM BF=36.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match MIA pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match MIA pitching: 0.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match MIA pitching: 7.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match MIA pitching: 7.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=38 matches MIA BF=38.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 0.
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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.499/0.682.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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: MIA 7, NYM 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 4 - NYM 0.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIA.{'winner_confidence': 0.64, 'h2h_net_margin': 5, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260801', 'away': 'MIA', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'MIA', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260801_MIA@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'MIA', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'MIA', 'actual_margin': 3, 'raw_pick_probability': 0.524732, 'artifact': '20260731_MIA@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260730', 'away': 'MIA', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'NYM', 'actual_margin': 2, 'raw_pick_probability': 0.526346, 'artifact': '20260730_MIA@NYM.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_MIA@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@NYM.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 155.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
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: 155.
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: 138.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
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: MIA 4 - 0 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 4 - 0 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 4-0.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIA, simulation=MIA, published=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIA wins 4-0.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA 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 4-0, final 4-0 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA 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_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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: 2.
PASSboxscore_crosschecksimulationMIABAT_PITCH_HR_MATCHsimulation:MIA batting home runs match NYM pitching: 0.
PASSboxscore_crosschecksimulationMIABAT_PITCH_H_MATCHsimulation:MIA batting hits match NYM pitching: 7.
PASSboxscore_crosschecksimulationMIABAT_PITCH_SO_MATCHsimulation:MIA batting strikeouts match NYM pitching: 9.
PASSboxscore_crosschecksimulationMIAPA_BF_MATCHsimulation:MIA PA=36 matches NYM BF=36.
PASSboxscore_crosschecksimulationMIARUNS_MATCH_FINALsimulation:MIA runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_BB_MATCHsimulation:NYM batting walks match MIA pitching: 4.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_HR_MATCHsimulation:NYM batting home runs match MIA pitching: 0.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_H_MATCHsimulation:NYM batting hits match MIA pitching: 7.
PASSboxscore_crosschecksimulationNYMBAT_PITCH_SO_MATCHsimulation:NYM batting strikeouts match MIA pitching: 7.
PASSboxscore_crosschecksimulationNYMPA_BF_MATCHsimulation:NYM PA=38 matches MIA BF=38.
PASSboxscore_crosschecksimulationNYMRUNS_MATCH_FINALsimulation:NYM runs match final score and opposing pitching runs: 0.
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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 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: 0.499/0.682.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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: MIA 7, NYM 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIA 4 - NYM 0.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIA.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIA.{'winner_confidence': 0.64, 'h2h_net_margin': 5, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260801', 'away': 'MIA', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'MIA', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260801_MIA@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'MIA', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'MIA', 'actual_margin': 3, 'raw_pick_probability': 0.524732, 'artifact': '20260731_MIA@NYM.json', 'verification': 'pregame_official_final'}, {'date': '20260730', 'away': 'MIA', 'home': 'NYM', 'game_number': 1, 'predicted_team': 'NYM', 'actual_winner': 'NYM', 'actual_margin': 2, 'raw_pick_probability': 0.526346, 'artifact': '20260730_MIA@NYM.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_MIA@NYM.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIA@NYM.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 155.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 138.
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: 155.
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: 138.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
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: MIA 4 - 0 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIA 4 - 0 NYM.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIA wins 4-0.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIA, simulation=MIA, published=MIA.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 4/10 (0.400).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIA wins 4-0.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIA 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 4-0, final 4-0 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 4.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIA 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_performancecurrentMIARECENT_FORM_RANGEMIA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMIATEAM_RECENT_RECORDMIA wins and win_pct agree: 4/10 = 0.400.
PASSteam_recent_performancecurrentNYMRECENT_FORM_RANGENYM recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYMTEAM_RECENT_RECORDNYM wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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 (H: current=9, sim=7; 2B: current=0, sim=2; R: current=3, sim=4; BB: current=0, sim=2; SO: current=7, sim=9).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMIACURRENT_PLAYER_MATCH_BOXMIA current finalized hitter lines are model predictions and differ from the simulation box score: Liam Hicks: AB current=5 box=3, H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Otto Lopez: AB current=5 box=4, RBI current=1 box=0; Heriberto Hernández: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0, R current=0 box=1; Javier Sanoja: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=2, R current=0 box=1; Xavier Edwards: H current=1 box=0; Griffin Conine: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=2; Esteury Ruiz: AB current=3 box=4, 2B current=0 box=1, R current=1 box=0, SO current=1 box=0; Leo Jiménez: AB current=3 box=4, RBI current=0 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_FINALIZED_MATCH_BOXNYM model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=9, sim=7; RBI: current=2, sim=0; R: current=1, sim=0; BB: current=1, sim=4; SO: current=9, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaNYMCURRENT_PLAYER_MATCH_BOXNYM current finalized hitter lines are model predictions and differ from the simulation box score: A.J. Ewing: AB current=4 box=5, H current=1 box=2; Bo Bichette: H current=1 box=0, SO current=1 box=0; Francisco Lindor: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Tyrone Taylor: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Jared Young: BB current=0 box=1, SO current=1 box=0; Brett Baty: AB current=3 box=4; Luis Torrens: AB current=3 box=4New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1028952598571784.876632213592529Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction430.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result40Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIA00400000047
NYM00000000007
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMIAbatting34900043070000
currentMIApitching700479.0000
currentNYMbatting32900021190000
currentNYMpitching704299.0400
simulationMIAbatting347200442900
simulationMIApitching700479.0038155
simulationNYMbatting347000004700
simulationNYMpitching704299.0436138
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIACLiam Hicks051000000000.200
currentMIASSOtto Lopez051000110100.200
currentMIALFHeriberto Hernández041000010100.250
currentMIARFJavier Sanoja031000000000.333
currentMIA2BXavier Edwards041000000100.250
currentMIADHGriffin Conine031000010100.333
currentMIACFEsteury Ruiz031000100100.333
currentMIA3BLeo Jiménez031000000100.333
currentMIA1BKyle Stowers041000110100.250
currentNYMCFA.J. Ewing041000000100.250
currentNYMRFCarson Benge041000000100.250
currentNYMDHBo Bichette041000000100.250
currentNYMSSFrancisco Lindor041000111100.250
currentNYMLFTyrone Taylor031000010100.333
currentNYM2BMarcus Semien041000000100.250
currentNYM1BJared Young031000000100.333
currentNYM3BBrett Baty031000000100.333
currentNYMCLuis Torrens031000000100.333
simulationMIA1SSOtto Lopez441000100100.250
simulationMIA2LFHeriberto Hernández432000101100.667
simulationMIA3CLiam Hicks430000001100.000
simulationMIA42BXavier Edwards440000000100.000
simulationMIA53BLeo Jiménez441000120100.250
simulationMIA61BKyle Stowers441000000100.250
simulationMIA7RFJavier Sanoja441100120100.250
simulationMIA8CFEsteury Ruiz441100000000.250
simulationMIA9DHGriffin Conine440000000200.000
simulationNYM1CFA.J. Ewing552000000100.400
simulationNYM2SSFrancisco Lindor530000002100.000
simulationNYM3DHBo Bichette440000000000.000
simulationNYM4RFCarson Benge441000000100.250
simulationNYM51BJared Young431000001000.333
simulationNYM62BMarcus Semien441000000100.250
simulationNYM73BBrett Baty441000000100.250
simulationNYM8LFTyrone Taylor430000001100.000
simulationNYM9CLuis Torrens441000000100.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIA1Sandy AlcantaraStarter6.1600250000.003.821.21
currentMIA2Calvin FaucherMiddle Reliever1.0000100000.004.631.48
currentMIA3Pete FairbanksMiddle Reliever1.0100120000.006.551.34
currentMIA4Michael PetersenMiddle Reliever0.2000000000.003.201.07
currentMIA6John KingMiddle Reliever0.0000000002.510.81
currentNYM1Robert StockStarter3.06442600012.00
currentNYM4Brooks RaleyMiddle Reliever1.0000010000.002.011.12
currentNYM5Luke WeaverMiddle Reliever1.2100010000.001.880.84
currentNYM6Huascar BrazobánMiddle Reliever1.2000000000.002.611.01
currentNYM7Devin WilliamsMiddle Reliever1.2000010000.003.681.47
simulationMIA1Sandy AlcantaraStarter6.1600250271060.003.821.21
simulationMIA2Pete FairbanksMiddle Reliever1.01001205120.006.551.34
simulationMIA3Calvin FaucherMiddle Reliever1.0000100440.004.631.48
simulationMIA4Michael PetersenMiddle Reliever0.20000002160.003.201.07
simulationMIA5John KingMiddle Reliever0.00000000172.510.81
simulationNYM1Robert StockStarter3.0644260176412.00
simulationNYM2Devin WilliamsMiddle Reliever1.20000105210.003.681.47
simulationNYM3Luke WeaverMiddle Reliever1.21000106190.001.880.84
simulationNYM4Brooks RaleyMiddle Reliever1.00000103130.002.011.12
simulationNYM5Huascar BrazobánMiddle Reliever1.20000005210.002.611.01
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MIASandy AlcantaraStarter6.1062527106
MIACalvin FaucherMiddle Reliever1.0001044
MIAPete FairbanksMiddle Reliever1.00112512
MIAMichael PetersenMiddle Reliever0.20000216
MIAJohn KingMiddle Reliever0.00000017
NYMRobert StockStarter3.046261764
NYMBrooks RaleyMiddle Reliever1.00001313
NYMLuke WeaverMiddle Reliever1.20101619
NYMHuascar BrazobánMiddle Reliever1.20000521
NYMDevin WilliamsMiddle Reliever1.20001521
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_MIL@LAA

20260802_MIL@LAA.json • 2026-08-02

MIL 5 - LAA 1
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 95INFO 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_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=35, sim=31; H: current=9, sim=4; HR: current=0, sim=1; RBI: current=3, sim=1; R: current=2, sim=1; BB: current=2, sim=0; SO: current=10, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Jorge Soler: H current=1 box=0, RBI current=1 box=0; Mike Trout: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Nolan Schanuel: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Zach Neto: AB current=5 box=4, R current=1 box=0, BB current=1 box=0, SO current=2 box=1; Vaughn Grissom: AB current=4 box=3, RBI current=1 box=0, SO current=1 box=0; Jose Siri: H current=1 box=0; Jo Adell: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Denzer Guzman: AB current=4 box=3, SO current=1 box=2New 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=35, sim=36; 2B: current=0, sim=3; HR: current=0, sim=1; R: current=7, sim=5; BB: current=2, sim=5; SO: current=8, sim=5).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: Jackson Chourio: AB current=5 box=4, H current=1 box=2, HR current=0 box=1, BB current=0 box=1; Brice Turang: 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; Jake Bauers: BB current=0 box=1, SO current=1 box=2; William Contreras: AB current=5 box=4, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Christian Yelich: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=3, BB current=1 box=0; Joey Ortiz: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Andrew Vaughn: AB current=3 box=5, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Cooper Pratt: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match MIL pitching: 0.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match MIL pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match MIL pitching: 4.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match MIL pitching: 8.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=31 matches MIL BF=31.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match LAA pitching: 5.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match LAA pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match LAA pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match LAA pitching: 5.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=41 matches LAA BF=41.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA 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_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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.659/0.868.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIL 9, LAA 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 5 - LAA 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.66, 'h2h_net_margin': 4, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'MIL', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 4, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260731_MIL@LAA.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_MIL@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@LAA.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 126.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 165.
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: 126.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL 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_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_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_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: MIL 5 - 1 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 5 - 1 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIL wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 5-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-1, final 5-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL 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_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentLAABATTING_REALISMcurrent:LAA hitter lines pass basic baseball constraints.
PASSbattingcurrentMILBATTING_REALISMcurrent:MIL hitter lines pass basic baseball constraints.
PASSbattingsimulationLAABATTING_REALISMsimulation:LAA hitter lines pass basic baseball constraints.
PASSbattingsimulationMILBATTING_REALISMsimulation:MIL hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentLAABATTING_TOTALS_SUMcurrent:LAA batting totals equal summed player lines.
PASSbatting_totalscurrentMILBATTING_TOTALS_SUMcurrent:MIL batting totals equal summed player lines.
PASSbatting_totalssimulationLAABATTING_TOTALS_SUMsimulation:LAA batting totals equal summed player lines.
PASSbatting_totalssimulationMILBATTING_TOTALS_SUMsimulation:MIL batting totals equal summed player lines.
PASSboxscore_crosschecksimulationLAABAT_PITCH_BB_MATCHsimulation:LAA batting walks match MIL pitching: 0.
PASSboxscore_crosschecksimulationLAABAT_PITCH_HR_MATCHsimulation:LAA batting home runs match MIL pitching: 1.
PASSboxscore_crosschecksimulationLAABAT_PITCH_H_MATCHsimulation:LAA batting hits match MIL pitching: 4.
PASSboxscore_crosschecksimulationLAABAT_PITCH_SO_MATCHsimulation:LAA batting strikeouts match MIL pitching: 8.
PASSboxscore_crosschecksimulationLAAPA_BF_MATCHsimulation:LAA PA=31 matches MIL BF=31.
PASSboxscore_crosschecksimulationLAARUNS_MATCH_FINALsimulation:LAA runs match final score and opposing pitching runs: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_BB_MATCHsimulation:MIL batting walks match LAA pitching: 5.
PASSboxscore_crosschecksimulationMILBAT_PITCH_HR_MATCHsimulation:MIL batting home runs match LAA pitching: 1.
PASSboxscore_crosschecksimulationMILBAT_PITCH_H_MATCHsimulation:MIL batting hits match LAA pitching: 9.
PASSboxscore_crosschecksimulationMILBAT_PITCH_SO_MATCHsimulation:MIL batting strikeouts match LAA pitching: 5.
PASSboxscore_crosschecksimulationMILPA_BF_MATCHsimulation:MIL PA=41 matches LAA BF=41.
PASSboxscore_crosschecksimulationMILRUNS_MATCH_FINALsimulation:MIL runs match final score and opposing pitching runs: 5.
PASScross_schemacross-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA 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_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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.660.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.340.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.659/0.868.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: MIL 9, LAA 4.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIL 5 - LAA 1.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for MIL.{'winner_confidence': 0.66, 'h2h_net_margin': 4, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'MIL', 'home': 'LAA', 'game_number': 1, 'predicted_team': 'MIL', 'actual_winner': 'MIL', 'actual_margin': 4, 'raw_pick_probability': 0.6599999999999999, 'artifact': '20260731_MIL@LAA.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_MIL@LAA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIL@LAA.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 126.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 165.
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: 165.
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: 126.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentLAAPITCHING_REALISMcurrent:LAA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentLAASTARTER_PRESENTcurrent:LAA includes a starter/opener role.
PASSpitchingcurrentMILPITCHING_REALISMcurrent:MIL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMILSTARTER_PRESENTcurrent:MIL includes a starter/opener role.
PASSpitchingsimulationLAAPITCHING_REALISMsimulation:LAA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationLAASTARTER_PRESENTsimulation:LAA includes a starter/opener role.
PASSpitchingsimulationMILPITCHING_REALISMsimulation:MIL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMILSTARTER_PRESENTsimulation:MIL 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_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_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_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: MIL 5 - 1 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIL 5 - 1 LAA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIL wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIL, simulation=MIL, published=MIL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.660.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIL wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIL wins 5-1.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 5-1.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 5-1, final 5-1 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIL 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_performancecurrentLAARECENT_FORM_RANGELAA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentLAATEAM_RECENT_RECORDLAA wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentMILRECENT_FORM_RANGEMIL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMILTEAM_RECENT_RECORDMIL wins and win_pct agree: 6/10 = 0.600.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentLAACURRENT_PITCHER_DUPLICATIONLAA pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaLAACURRENT_FINALIZED_MATCH_BOXLAA model-prediction batting totals differ from final simulation box score (AB: current=35, sim=31; H: current=9, sim=4; HR: current=0, sim=1; RBI: current=3, sim=1; R: current=2, sim=1; BB: current=2, sim=0; SO: current=10, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaLAACURRENT_PLAYER_MATCH_BOXLAA current finalized hitter lines are model predictions and differ from the simulation box score: Jorge Soler: H current=1 box=0, RBI current=1 box=0; Mike Trout: H current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=0; Nolan Schanuel: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Zach Neto: AB current=5 box=4, R current=1 box=0, BB current=1 box=0, SO current=2 box=1; Vaughn Grissom: AB current=4 box=3, RBI current=1 box=0, SO current=1 box=0; Jose Siri: H current=1 box=0; Jo Adell: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Denzer Guzman: AB current=4 box=3, SO current=1 box=2New 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=35, sim=36; 2B: current=0, sim=3; HR: current=0, sim=1; R: current=7, sim=5; BB: current=2, sim=5; SO: current=8, sim=5).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: Jackson Chourio: AB current=5 box=4, H current=1 box=2, HR current=0 box=1, BB current=0 box=1; Brice Turang: 2B current=0 box=1, RBI current=1 box=0, SO current=1 box=0; Jake Bauers: BB current=0 box=1, SO current=1 box=2; William Contreras: AB current=5 box=4, R current=1 box=0, BB current=0 box=1, SO current=1 box=0; Christian Yelich: H current=1 box=2, 2B current=0 box=1, RBI current=1 box=3, BB current=1 box=0; Joey Ortiz: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Andrew Vaughn: AB current=3 box=5, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; Cooper Pratt: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.5643754005432133.275635242462158Base ML historical model prediction
variance_applied53Deterministic baseline target (variance factor 1.0)
enhanced_prediction410.660Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment41Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review41Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target41Capped at max 12 realistic runs
simulation_result51Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIL00010030159
LAA00000000114
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMILbatting35900057280000
currentMILpitching411089.0100
currentLAAbatting359000322100000
currentLAApitching915559.0500
simulationMILbatting369301555500
simulationMILpitching411089.0131126
simulationLAAbatting314001110800
simulationLAApitching915559.0541165
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMILLFJackson Chourio051000110100.200
currentMIL2BBrice Turang041000111100.250
currentMILRFJake Bauers031000110100.333
currentMILCWilliam Contreras051000100100.200
currentMILDHChristian Yelich051000111100.200
currentMIL3BJoey Ortiz031000000100.333
currentMIL1BAndrew Vaughn031000000000.333
currentMILSSCooper Pratt031000110100.333
currentMILCFGarrett Mitchell041000100100.250
currentLAADHJorge Soler041000010100.250
currentLAACFMike Trout041000101100.250
currentLAA1BNolan Schanuel041000000100.250
currentLAASSZach Neto051000101200.200
currentLAA2BVaughn Grissom041000010100.250
currentLAALFJose Siri031000000100.333
currentLAARFJo Adell041000010100.250
currentLAA3BDenzer Guzman041000000100.250
currentLAACTravis d'Arnaud031000000100.333
simulationMIL1LFJackson Chourio542001111000.500
simulationMIL22BBrice Turang541100101000.250
simulationMIL3CWilliam Contreras541000001000.250
simulationMIL4DHChristian Yelich552100130200.400
simulationMIL51BAndrew Vaughn552100100100.400
simulationMIL6RFJake Bauers431000111200.333
simulationMIL7CFGarrett Mitchell440000000000.000
simulationMIL8SSCooper Pratt430000001000.000
simulationMIL93BJoey Ortiz440000000000.000
simulationLAA1SSZach Neto441000000100.250
simulationLAA2CFMike Trout440000000000.000
simulationLAA31BNolan Schanuel441001110200.250
simulationLAA4DHJorge Soler440000000100.000
simulationLAA52BVaughn Grissom331000000000.333
simulationLAA6RFJo Adell330000000000.000
simulationLAA7CTravis d'Arnaud330000000100.000
simulationLAA83BDenzer Guzman331000000200.333
simulationLAA9LFJose Siri330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIL1Jacob MisiorowskiStarter6.0300080000.001.570.75
currentMIL2Aaron AshbyMiddle Reliever1.2111001005.403.861.45
currentMIL3Abner UribeMiddle Reliever1.1000000000.002.281.06
currentLAA1Walbert UrenaStarter6.0411350001.502.701.26
currentLAA2Kirby YatesMiddle Reliever1.0211000009.003.421.10
currentLAA3Ryan ZeferjahnMiddle Reliever1.03331010027.003.781.20
currentLAA4Sam BachmanMiddle Reliever1.0000100000.004.171.32
simulationMIL1Jacob MisiorowskiStarter6.030008021910.001.570.75
simulationMIL2Abner UribeMiddle Reliever1.10000004170.002.281.06
simulationMIL3Aaron AshbyMiddle Reliever1.21110016185.403.861.45
simulationLAA1Walbert UrenaStarter6.0411350251011.502.701.26
simulationLAA2Ryan ZeferjahnMiddle Reliever1.033310172627.003.781.20
simulationLAA3Sam BachmanMiddle Reliever1.00001004190.004.171.32
simulationLAA4Kirby YatesMiddle Reliever1.02110005199.003.421.10
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MILJacob MisiorowskiStarter6.003082191
MILAaron AshbyMiddle Reliever1.21100618
MILAbner UribeMiddle Reliever1.10000417
LAAWalbert UrenaStarter6.0143525101
LAAKirby YatesMiddle Reliever1.01200519
LAARyan ZeferjahnMiddle Reliever1.03310726
LAASam BachmanMiddle Reliever1.00010419
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_MIN@SEA

20260802_MIN@SEA.json • 2026-08-02

MIN 6 - SEA 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 95INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=9, sim=10; 2B: current=0, sim=2; HR: current=0, sim=3; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=1, sim=3; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Kody Clemens: AB current=4 box=5, RBI current=1 box=0, SO current=1 box=3; Ryan Jeffers: H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; Royce Lewis: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2; Luke Keaschall: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0, SF current=0 box=1; Trevor Larnach: H current=1 box=0, BB current=0 box=1; Ryan Kreidler: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=0 box=3; Victor Caratini: AB current=3 box=4, R current=0 box=1; Brooks Lee: H current=1 box=0, RBI 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-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=3; R: current=1, sim=3; BB: current=1, 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-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Dominic Canzone: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Cal Raleigh: AB current=4 box=3, RBI current=1 box=0; Cole Young: R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Randy Arozarena: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Julio Rodríguez: AB current=5 box=4, H current=1 box=0, SO current=1 box=0; Josh Naylor: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Mitch Garver: H current=1 box=0, BB current=0 box=1; Colt Emerson: AB current=3 box=4, 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.
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match SEA pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match SEA pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match SEA pitching: 10.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match SEA pitching: 9.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=40 matches SEA BF=40.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match MIN pitching: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match MIN pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match MIN pitching: 6.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=38 matches MIN BF=38.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.462/0.639.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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 10, SEA 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 6 - SEA 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIN; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'MIN', 'opponent_team': 'SEA', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-01', 'predicted_team_runs': 3, 'opponent_runs': 4, 'margin_for_predicted_team': -1, 'winner': 'SEA'}, {'date': '2026-07-31', 'predicted_team_runs': 5, 'opponent_runs': 3, 'margin_for_predicted_team': 2, 'winner': 'MIN'}, {'date': '2026-04-29', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'SEA'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260801', 'away': 'MIN', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'SEA', 'actual_margin': 1, 'raw_pick_probability': 0.5800000000000001, 'artifact': '20260801_MIN@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'MIN', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'MIN', 'actual_margin': 2, 'raw_pick_probability': 0.525072, 'artifact': '20260731_MIN@SEA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIN', 'guardrail_opponent_team': 'SEA', 'output_pre_simulation_winner': 'MIN', 'output_opponent_team': 'SEA', 'simulation_score_winner': 'MIN', 'final_score_winner': 'MIN', 'pre_simulation_winner': 'MIN', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'MIN 5 - 4 SEA', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'MIN 6 - 3 SEA', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 1, 'home_run_delta': -1, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 6, 'home_runs': 3, 'winner': 'MIN', 'model_winner': 'MIN', 'simulation_winner': 'MIN', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 3, 'winner_quality_edge': -0.2411, 'winner': 'MIN', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_MIN@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@SEA.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
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: 157.
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: 175.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
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: MIN 6 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 6 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIN, simulation=MIN, published=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIN wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN wins 6-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-3, final 6-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIN wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentMINBATTING_REALISMcurrent:MIN hitter lines pass basic baseball constraints.
PASSbattingcurrentSEABATTING_REALISMcurrent:SEA hitter lines pass basic baseball constraints.
PASSbattingsimulationMINBATTING_REALISMsimulation:MIN hitter lines pass basic baseball constraints.
PASSbattingsimulationSEABATTING_REALISMsimulation:SEA hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentMINBATTING_TOTALS_SUMcurrent:MIN batting totals equal summed player lines.
PASSbatting_totalscurrentSEABATTING_TOTALS_SUMcurrent:SEA batting totals equal summed player lines.
PASSbatting_totalssimulationMINBATTING_TOTALS_SUMsimulation:MIN batting totals equal summed player lines.
PASSbatting_totalssimulationSEABATTING_TOTALS_SUMsimulation:SEA batting totals equal summed player lines.
PASSboxscore_crosschecksimulationMINBAT_PITCH_BB_MATCHsimulation:MIN batting walks match SEA pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_HR_MATCHsimulation:MIN batting home runs match SEA pitching: 3.
PASSboxscore_crosschecksimulationMINBAT_PITCH_H_MATCHsimulation:MIN batting hits match SEA pitching: 10.
PASSboxscore_crosschecksimulationMINBAT_PITCH_SO_MATCHsimulation:MIN batting strikeouts match SEA pitching: 9.
PASSboxscore_crosschecksimulationMINPA_BF_MATCHsimulation:MIN PA=40 matches SEA BF=40.
PASSboxscore_crosschecksimulationMINRUNS_MATCH_FINALsimulation:MIN runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationSEABAT_PITCH_BB_MATCHsimulation:SEA batting walks match MIN pitching: 4.
PASSboxscore_crosschecksimulationSEABAT_PITCH_HR_MATCHsimulation:SEA batting home runs match MIN pitching: 1.
PASSboxscore_crosschecksimulationSEABAT_PITCH_H_MATCHsimulation:SEA batting hits match MIN pitching: 7.
PASSboxscore_crosschecksimulationSEABAT_PITCH_SO_MATCHsimulation:SEA batting strikeouts match MIN pitching: 6.
PASSboxscore_crosschecksimulationSEAPA_BF_MATCHsimulation:SEA PA=38 matches MIN BF=38.
PASSboxscore_crosschecksimulationSEARUNS_MATCH_FINALsimulation:SEA runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN 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_payloadcurrentMINCURRENT_LINEUP_SHAPEMIN current lineup has 9 expected positions.
PASScurrent_payloadcurrentMINCURRENT_MODEL_ZERO_FALLBACKMIN current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentMINCURRENT_NAMES_PRESENTMIN current hitter names are populated.
PASScurrent_payloadcurrentMINCURRENT_PREDICTIONS_MATCH_FINALIZEDMIN hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSEACURRENT_LINEUP_SHAPESEA current lineup has 9 expected positions.
PASScurrent_payloadcurrentSEACURRENT_MODEL_ZERO_FALLBACKSEA current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSEACURRENT_NAMES_PRESENTSEA current hitter names are populated.
PASScurrent_payloadcurrentSEACURRENT_PREDICTIONS_MATCH_FINALIZEDSEA hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.462/0.639.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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 10, SEA 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: MIN 6 - SEA 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: MIN.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for MIN; cap=0.53, reasons=latest same-matchup result beat the predicted side; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'MIN', 'opponent_team': 'SEA', 'h2h_net_margin': -1, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-08-01', 'predicted_team_runs': 3, 'opponent_runs': 4, 'margin_for_predicted_team': -1, 'winner': 'SEA'}, {'date': '2026-07-31', 'predicted_team_runs': 5, 'opponent_runs': 3, 'margin_for_predicted_team': 2, 'winner': 'MIN'}, {'date': '2026-04-29', 'predicted_team_runs': 3, 'opponent_runs': 5, 'margin_for_predicted_team': -2, 'winner': 'SEA'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 1, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260801', 'away': 'MIN', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'MIN', 'actual_winner': 'SEA', 'actual_margin': 1, 'raw_pick_probability': 0.5800000000000001, 'artifact': '20260801_MIN@SEA.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'MIN', 'home': 'SEA', 'game_number': 1, 'predicted_team': 'SEA', 'actual_winner': 'MIN', 'actual_margin': 2, 'raw_pick_probability': 0.525072, 'artifact': '20260731_MIN@SEA.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'MIN', 'guardrail_opponent_team': 'SEA', 'output_pre_simulation_winner': 'MIN', 'output_opponent_team': 'SEA', 'simulation_score_winner': 'MIN', 'final_score_winner': 'MIN', 'pre_simulation_winner': 'MIN', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 5, 'home_runs': 4, 'score_text': 'MIN 5 - 4 SEA', 'winner': 'MIN'}, 'final_simulation_score': {'away_runs': 6, 'home_runs': 3, 'score_text': 'MIN 6 - 3 SEA', 'winner': 'MIN'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 1, 'home_run_delta': -1, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 6, 'home_runs': 3, 'winner': 'MIN', 'model_winner': 'MIN', 'simulation_winner': 'MIN', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 5, 'home_runs': 4}, 'simulation_score': {'away_runs': 6, 'home_runs': 3}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 3, 'winner_quality_edge': -0.2411, 'winner': 'MIN', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_MIN@SEA.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: MIN@SEA.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 157.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 175.
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: 157.
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: 175.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentMINPITCHING_REALISMcurrent:MIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentMINSTARTER_PRESENTcurrent:MIN includes a starter/opener role.
PASSpitchingcurrentSEAPITCHING_REALISMcurrent:SEA pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSEASTARTER_PRESENTcurrent:SEA includes a starter/opener role.
PASSpitchingsimulationMINPITCHING_REALISMsimulation:MIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationMINSTARTER_PRESENTsimulation:MIN includes a starter/opener role.
PASSpitchingsimulationSEAPITCHING_REALISMsimulation:SEA pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSEASTARTER_PRESENTsimulation:SEA includes a starter/opener role.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentMINPITCHING_TOTALS_SUMcurrent:MIN pitching totals equal summed pitcher lines for available fields.
PASSpitching_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_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationMINPITCHING_TOTALS_SUMsimulation:MIN pitching totals equal summed pitcher lines for available fields.
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: MIN 6 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: MIN 6 - 3 SEA.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: MIN wins 6-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=MIN, simulation=MIN, published=MIN.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 7/10 (0.700).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 3/10 (0.300).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: MIN wins 6-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: MIN wins 6-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 6-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 6-3, final 6-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: MIN wins 6-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentMINRECENT_FORM_RANGEMIN recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentMINTEAM_RECENT_RECORDMIN wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSEARECENT_FORM_RANGESEA recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSEATEAM_RECENT_RECORDSEA wins and win_pct agree: 2/10 = 0.200.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentMINCURRENT_PITCHER_DUPLICATIONMIN pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaMINCURRENT_FINALIZED_MATCH_BOXMIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=36; H: current=9, sim=10; 2B: current=0, sim=2; HR: current=0, sim=3; RBI: current=4, sim=6; R: current=4, sim=6; BB: current=1, sim=3; SF: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaMINCURRENT_PLAYER_MATCH_BOXMIN current finalized hitter lines are model predictions and differ from the simulation box score: Kody Clemens: AB current=4 box=5, RBI current=1 box=0, SO current=1 box=3; Ryan Jeffers: H current=1 box=2, RBI current=1 box=0, SO current=1 box=0; Royce Lewis: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=2; Luke Keaschall: RBI current=0 box=1, R current=0 box=1, SO current=1 box=0, SF current=0 box=1; Trevor Larnach: H current=1 box=0, BB current=0 box=1; Ryan Kreidler: AB current=3 box=4, H current=1 box=2, HR current=0 box=2, RBI current=0 box=3; Victor Caratini: AB current=3 box=4, R current=0 box=1; Brooks Lee: H current=1 box=0, RBI 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-schemaSEACURRENT_FINALIZED_MATCH_BOXSEA model-prediction batting totals differ from final simulation box score (AB: current=33, sim=34; H: current=9, sim=7; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=3; R: current=1, sim=3; BB: current=1, 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-schemaSEACURRENT_PLAYER_MATCH_BOXSEA current finalized hitter lines are model predictions and differ from the simulation box score: Dominic Canzone: H current=1 box=0, RBI current=1 box=0, BB current=0 box=1; Cal Raleigh: AB current=4 box=3, RBI current=1 box=0; Cole Young: R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Randy Arozarena: AB current=4 box=5, H current=1 box=2, HR current=0 box=1, RBI current=0 box=2; Julio Rodríguez: AB current=5 box=4, H current=1 box=0, SO current=1 box=0; Josh Naylor: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Mitch Garver: H current=1 box=0, BB current=0 box=1; Colt Emerson: AB current=3 box=4, 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_ml4.282629966735845.0279717445373535Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction540.530Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment54Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review54Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target54Capped at max 12 realistic runs
simulation_result63Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
MIN201002001610
SEA00010020037
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentMINbatting32900044190000
currentMINpitching713469.0300
currentSEAbatting33900021190000
currentSEApitching1036399.0600
simulationMINbatting3610203663910
simulationMINpitching713469.0338157
simulationSEAbatting347101334600
simulationSEApitching1036399.0640175
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentMIN2BKody Clemens041000110100.250
currentMINDHRyan Jeffers041000111100.250
currentMIN1BRoyce Lewis041000110100.250
currentMINCFLuke Keaschall031000000100.333
currentMINLFTrevor Larnach041000000100.250
currentMINSSRyan Kreidler031000000100.333
currentMINCVictor Caratini031000000100.333
currentMIN3BBrooks Lee041000110100.250
currentMINRFAustin Martin031000000100.333
currentSEARFDominic Canzone031000010100.333
currentSEADHCal Raleigh041000011100.250
currentSEA2BCole Young041000000100.250
currentSEALFRandy Arozarena041000100100.250
currentSEACFJulio Rodríguez051000000100.200
currentSEA1BJosh Naylor041000000100.250
currentSEACMitch Garver031000000100.333
currentSEASSColt Emerson031000000100.333
currentSEA3BWeston Wilson031000000100.333
simulationMIN1LFTrevor Larnach540000001100.000
simulationMIN2DHRyan Jeffers542000101000.500
simulationMIN32BKody Clemens551000100300.200
simulationMIN41BRoyce Lewis542101121000.500
simulationMIN53BBrooks Lee440000000200.000
simulationMIN6CFLuke Keaschall431000110000.333
simulationMIN7CVictor Caratini441000100100.250
simulationMIN8SSRyan Kreidler442002130100.500
simulationMIN9RFAustin Martin441100000100.250
simulationSEA12BCole Young541000101000.250
simulationSEA2LFRandy Arozarena552001120100.400
simulationSEA3RFDominic Canzone430000001100.000
simulationSEA4CFJulio Rodríguez440000000000.000
simulationSEA5DHCal Raleigh431000001100.333
simulationSEA61BJosh Naylor441100110100.250
simulationSEA7CMitch Garver430000001100.000
simulationSEA83BWeston Wilson441000000100.250
simulationSEA9SSColt Emerson441000000000.250
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentMIN1Taj BradleyStarter6.0611130001.503.651.21
currentMIN2Andrew MorrisMiddle Reliever1.0000210000.003.121.23
currentMIN3Tommy NanceMiddle Reliever1.0000010000.003.601.30
currentMIN4Yoendrys GómezMiddle Reliever1.01221110018.003.261.29
currentSEA1George KirbyStarter6.0633281004.503.981.30
currentSEA2Andrés MuñozMiddle Reliever1.02220110018.003.521.17
currentSEA3Eduard BazardoMiddle Reliever1.0000000000.002.961.25
currentSEA4José A. FerrerMiddle Reliever1.0000000000.003.001.31
currentSEA6Gabe SpeierMiddle Reliever0.0211101001.881.05
simulationMIN1Taj BradleyStarter6.061113025981.503.651.21
simulationMIN2Yoendrys GómezMiddle Reliever1.012211152018.003.261.29
simulationMIN3Andrew MorrisMiddle Reliever1.00002105190.003.121.23
simulationMIN4Tommy NanceMiddle Reliever1.00000103200.003.601.30
simulationSEA1George KirbyStarter6.0633281261134.503.981.30
simulationSEA2Andrés MuñozMiddle Reliever1.022201151918.003.521.17
simulationSEA3José A. FerrerMiddle Reliever1.00000003140.003.001.31
simulationSEA4Eduard BazardoMiddle Reliever1.00000003160.002.961.25
simulationSEA5Gabe SpeierMiddle Reliever0.02111013131.881.05
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
MINTaj BradleyStarter6.016132598
MINAndrew MorrisMiddle Reliever1.00021519
MINTommy NanceMiddle Reliever1.00001320
MINYoendrys GómezMiddle Reliever1.02111520
SEAGeorge KirbyStarter6.0362826113
SEAAndrés MuñozMiddle Reliever1.02201519
SEAEduard BazardoMiddle Reliever1.00000316
SEAJosé A. FerrerMiddle Reliever1.00000314
SEAGabe SpeierMiddle Reliever0.01210313
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_NYY@CHC

20260802_NYY@CHC.json • 2026-08-02

NYY 4 - CHC 3
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 95INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentCHCCURRENT_PITCHER_DUPLICATIONCHC pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=37, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=5, sim=3; R: current=6, sim=3; BB: current=4, sim=2; SO: current=8, sim=11).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: Carson Kelly: H current=1 box=0; Pete Crow-Armstrong: HR current=0 box=1, RBI current=1 box=3, BB current=1 box=0, SO current=1 box=0; Seiya Suzuki: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Alex Bregman: AB current=5 box=3, RBI current=1 box=0, BB current=0 box=1; Michael Busch: AB current=4 box=3; James Triantos: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=3; Ian Happ: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Nico Hoerner: 2B current=0 box=1, RBI current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=31, sim=37; H: current=9, sim=10; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=1, sim=4; R: current=1, sim=4; BB: current=0, sim=2; 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-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Amed Rosario: AB current=3 box=5, 2B current=0 box=1; Max Schuemann: AB current=3 box=5, H current=1 box=0; Paul Goldschmidt: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Jasson Domínguez: H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Jazz Chisholm Jr.: H current=1 box=2, HR current=0 box=1, RBI current=1 box=3; José Caballero: R current=0 box=1, BB current=0 box=1; Anthony Volpe: H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Ali Sánchez: AB current=3 box=4, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match NYY pitching: 2.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match NYY pitching: 1.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match NYY pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match NYY pitching: 11.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=38 matches NYY BF=38.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match CHC pitching: 10.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match CHC pitching: 9.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=40 matches CHC BF=40.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.454/0.629.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYY 10, CHC 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 4 - CHC 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYY.{'winner_confidence': 0.64, 'h2h_net_margin': 2, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'NYY', 'home': 'CHC', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'NYY', 'actual_margin': 2, 'raw_pick_probability': 0.574685, 'artifact': '20260731_NYY@CHC.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_NYY@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@CHC.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 161.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
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: 159.
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: 161.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY 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_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_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_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 4 - 3 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 4 - 3 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYY wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 6/10 = 0.600.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCHCBATTING_REALISMcurrent:CHC hitter lines pass basic baseball constraints.
PASSbattingcurrentNYYBATTING_REALISMcurrent:NYY hitter lines pass basic baseball constraints.
PASSbattingsimulationCHCBATTING_REALISMsimulation:CHC hitter lines pass basic baseball constraints.
PASSbattingsimulationNYYBATTING_REALISMsimulation:NYY hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCHCBATTING_TOTALS_SUMcurrent:CHC batting totals equal summed player lines.
PASSbatting_totalscurrentNYYBATTING_TOTALS_SUMcurrent:NYY batting totals equal summed player lines.
PASSbatting_totalssimulationCHCBATTING_TOTALS_SUMsimulation:CHC batting totals equal summed player lines.
PASSbatting_totalssimulationNYYBATTING_TOTALS_SUMsimulation:NYY batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_BB_MATCHsimulation:CHC batting walks match NYY pitching: 2.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_HR_MATCHsimulation:CHC batting home runs match NYY pitching: 1.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_H_MATCHsimulation:CHC batting hits match NYY pitching: 8.
PASSboxscore_crosschecksimulationCHCBAT_PITCH_SO_MATCHsimulation:CHC batting strikeouts match NYY pitching: 11.
PASSboxscore_crosschecksimulationCHCPA_BF_MATCHsimulation:CHC PA=38 matches NYY BF=38.
PASSboxscore_crosschecksimulationCHCRUNS_MATCH_FINALsimulation:CHC runs match final score and opposing pitching runs: 3.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_BB_MATCHsimulation:NYY batting walks match CHC pitching: 2.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_HR_MATCHsimulation:NYY batting home runs match CHC pitching: 1.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_H_MATCHsimulation:NYY batting hits match CHC pitching: 10.
PASSboxscore_crosschecksimulationNYYBAT_PITCH_SO_MATCHsimulation:NYY batting strikeouts match CHC pitching: 9.
PASSboxscore_crosschecksimulationNYYPA_BF_MATCHsimulation:NYY PA=40 matches CHC BF=40.
PASSboxscore_crosschecksimulationNYYRUNS_MATCH_FINALsimulation:NYY runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentNYYCURRENT_LINEUP_SHAPENYY current lineup has 9 expected positions.
PASScurrent_payloadcurrentNYYCURRENT_MODEL_ZERO_FALLBACKNYY current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentNYYCURRENT_NAMES_PRESENTNYY current hitter names are populated.
PASScurrent_payloadcurrentNYYCURRENT_PREDICTIONS_MATCH_FINALIZEDNYY hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.454/0.629.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: NYY 10, CHC 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: NYY 4 - CHC 3.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: NYY.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for NYY.{'winner_confidence': 0.64, 'h2h_net_margin': 2, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'NYY', 'home': 'CHC', 'game_number': 1, 'predicted_team': 'CHC', 'actual_winner': 'NYY', 'actual_margin': 2, 'raw_pick_probability': 0.574685, 'artifact': '20260731_NYY@CHC.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_NYY@CHC.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: NYY@CHC.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 161.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 159.
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: 159.
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: 161.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentCHCPITCHING_REALISMcurrent:CHC pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCHCSTARTER_PRESENTcurrent:CHC includes a starter/opener role.
PASSpitchingcurrentNYYPITCHING_REALISMcurrent:NYY pitcher lines pass basic baseball constraints.
PASSpitchingcurrentNYYSTARTER_PRESENTcurrent:NYY includes a starter/opener role.
PASSpitchingsimulationCHCPITCHING_REALISMsimulation:CHC pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCHCSTARTER_PRESENTsimulation:CHC includes a starter/opener role.
PASSpitchingsimulationNYYPITCHING_REALISMsimulation:NYY pitcher lines pass basic baseball constraints.
PASSpitchingsimulationNYYSTARTER_PRESENTsimulation:NYY 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_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_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_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationNYYPITCHING_TOTALS_SUMsimulation:NYY pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: NYY 4 - 3 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: NYY 4 - 3 CHC.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: NYY wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=NYY, simulation=NYY, published=NYY.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 6/10 (0.600).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: NYY wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: NYY wins 4-3.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-3.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-3, final 4-3 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: NYY wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentCHCRECENT_FORM_RANGECHC recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentCHCTEAM_RECENT_RECORDCHC wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentNYYRECENT_FORM_RANGENYY recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentNYYTEAM_RECENT_RECORDNYY wins and win_pct agree: 6/10 = 0.600.
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_payloadcurrentNYYCURRENT_PITCHER_DUPLICATIONNYY pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCHCCURRENT_FINALIZED_MATCH_BOXCHC model-prediction batting totals differ from final simulation box score (AB: current=37, sim=35; H: current=9, sim=8; 2B: current=0, sim=1; HR: current=0, sim=1; RBI: current=5, sim=3; R: current=6, sim=3; BB: current=4, sim=2; SO: current=8, sim=11).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: Carson Kelly: H current=1 box=0; Pete Crow-Armstrong: HR current=0 box=1, RBI current=1 box=3, BB current=1 box=0, SO current=1 box=0; Seiya Suzuki: AB current=4 box=5, RBI current=1 box=0, R current=1 box=0, BB current=1 box=0; Alex Bregman: AB current=5 box=3, RBI current=1 box=0, BB current=0 box=1; Michael Busch: AB current=4 box=3; James Triantos: AB current=3 box=4, H current=1 box=0, R current=1 box=0, SO current=1 box=3; Ian Happ: RBI current=1 box=0, R current=1 box=0, BB current=1 box=0, SO current=1 box=2; Nico Hoerner: 2B current=0 box=1, RBI current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaNYYCURRENT_FINALIZED_MATCH_BOXNYY model-prediction batting totals differ from final simulation box score (AB: current=31, sim=37; H: current=9, sim=10; 2B: current=0, sim=2; HR: current=0, sim=1; RBI: current=1, sim=4; R: current=1, sim=4; BB: current=0, sim=2; 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-schemaNYYCURRENT_PLAYER_MATCH_BOXNYY current finalized hitter lines are model predictions and differ from the simulation box score: Amed Rosario: AB current=3 box=5, 2B current=0 box=1; Max Schuemann: AB current=3 box=5, H current=1 box=0; Paul Goldschmidt: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, BB current=0 box=1; Jasson Domínguez: H current=1 box=2, RBI current=0 box=1, R current=0 box=1; Jazz Chisholm Jr.: H current=1 box=2, HR current=0 box=1, RBI current=1 box=3; José Caballero: R current=0 box=1, BB current=0 box=1; Anthony Volpe: H current=1 box=0, SO current=1 box=2, HBP current=0 box=1; Ali Sánchez: AB current=3 box=4, SO current=1 box=2New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml5.3205585479736333.7425827980041504Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction430.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result43Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
NYY100020100410
CHC00000030038
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentNYYbatting31900011090000
currentNYYpitching8132119.0300
currentCHCbatting37900056480000
currentCHCpitching1014299.0400
simulationNYYbatting3710201442901
simulationNYYpitching8132119.0338161
simulationCHCbatting3581013321101
simulationCHCpitching1014299.0440159
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentNYYDHAmed Rosario031000000100.333
currentNYYLFMax Schuemann031000000100.333
currentNYY1BPaul Goldschmidt041000000100.250
currentNYYRFJasson Domínguez051000000100.200
currentNYY2BJazz Chisholm Jr.041000110100.250
currentNYY3BJosé Caballero031000000100.333
currentNYYSSAnthony Volpe031000000100.333
currentNYYCAli Sánchez031000000100.333
currentNYYCFSpencer Jones031000000100.333
currentCHCCCarson Kelly041000000100.250
currentCHCCFPete Crow-Armstrong051000111100.200
currentCHCRFSeiya Suzuki041000111100.250
currentCHC3BAlex Bregman051000110100.200
currentCHC1BMichael Busch041000001100.250
currentCHCDHJames Triantos031000100100.333
currentCHCLFIan Happ041000111100.250
currentCHC2BNico Hoerner041000010000.250
currentCHCSSDansby Swanson041000100100.250
simulationNYY1LFMax Schuemann550000000100.000
simulationNYY21BPaul Goldschmidt542100101000.500
simulationNYY3DHAmed Rosario551100000100.200
simulationNYY4RFJasson Domínguez552000110100.400
simulationNYY52BJazz Chisholm Jr.442001130100.500
simulationNYY6SSAnthony Volpe430000000210.000
simulationNYY7CFSpencer Jones441000000000.250
simulationNYY8CAli Sánchez441000000200.250
simulationNYY93BJosé Caballero431000101100.333
simulationCHC1CFPete Crow-Armstrong551001130000.200
simulationCHC2RFSeiya Suzuki551000000200.200
simulationCHC33BAlex Bregman431000101100.333
simulationCHC4CCarson Kelly440000000100.000
simulationCHC51BMichael Busch431000001100.333
simulationCHC62BNico Hoerner441100000100.250
simulationCHC7LFIan Happ441000000200.250
simulationCHC8SSDansby Swanson432000100010.667
simulationCHC9DHJames Triantos440000000300.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentNYY1Gerrit ColeStarter6.0500070000.003.571.09
currentNYY2Brent HeadrickMiddle Reliever1.0000010000.001.301.08
currentNYY3David BednarMiddle Reliever1.03331110027.002.681.06
currentNYY4Fernando CruzMiddle Reliever1.0000120000.002.511.33
currentCHC1Colin ReaStarter5.1733131005.064.671.40
currentCHC2Caleb ThielbarMiddle Reliever1.0100020000.003.821.15
currentCHC3Jacob WebbMiddle Reliever1.0000110000.002.641.26
currentCHC4Trent ThorntonMiddle Reliever1.0211020009.002.761.07
currentCHC5Ryan RolisonMiddle Reliever0.2000010000.002.551.30
simulationNYY1Gerrit ColeStarter6.0500070231010.003.571.09
simulationNYY2David BednarMiddle Reliever1.033311172627.002.681.06
simulationNYY3Fernando CruzMiddle Reliever1.00001204170.002.511.33
simulationNYY4Brent HeadrickMiddle Reliever1.00000104170.001.301.08
simulationCHC1Colin ReaStarter5.173313124925.064.671.40
simulationCHC2Jacob WebbMiddle Reliever1.00001104170.002.641.26
simulationCHC3Trent ThorntonMiddle Reliever1.02110205169.002.761.07
simulationCHC4Caleb ThielbarMiddle Reliever1.01000204160.003.821.15
simulationCHC5Ryan RolisonMiddle Reliever0.20000103180.002.551.30
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
NYYGerrit ColeStarter6.0050723101
NYYBrent HeadrickMiddle Reliever1.00001417
NYYDavid BednarMiddle Reliever1.03311726
NYYFernando CruzMiddle Reliever1.00012417
CHCColin ReaStarter5.137132492
CHCCaleb ThielbarMiddle Reliever1.00102416
CHCJacob WebbMiddle Reliever1.00011417
CHCTrent ThorntonMiddle Reliever1.01202516
CHCRyan RolisonMiddle Reliever0.20001318
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_PHI@BAL

20260802_PHI@BAL.json • 2026-08-02

PHI 4 - BAL 2
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 95INFO 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_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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=8, sim=3; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=4, sim=2; R: current=5, sim=2; BB: current=1, sim=2; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Coby Mayo: AB current=3 box=4, HR current=0 box=1, SO current=1 box=0; Taylor Ward: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Tyler O'Neill: H current=1 box=0, BB current=0 box=1; Gunnar Henderson: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Pete Alonso: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Christian Encarnacion-Strand: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Jackson Holliday: 3B current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Leody Taveras: AB current=4 box=3New 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 (H: current=9, sim=8; 2B: current=0, sim=3; HR: current=0, sim=1; R: current=3, sim=4; BB: current=2, sim=3; SO: current=9, sim=13).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Harper: AB current=4 box=3, SO current=1 box=0; Trea Turner: HR current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Kyle Schwarber: 2B current=0 box=1; Alec Bohm: AB current=5 box=4, RBI current=1 box=0; Brandon Marsh: H current=1 box=0, SO current=1 box=3; Bryan De La Cruz: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=3; J.T. Realmuto: AB current=3 box=4, 2B current=0 box=1; Bryson Stott: AB current=4 box=3, 2B current=0 box=1, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match PHI pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match PHI pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match PHI pitching: 8.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=33 matches PHI BF=33.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match BAL pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match BAL pitching: 8.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match BAL pitching: 13.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=38 matches BAL BF=38.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI 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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI 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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.659/0.868.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PHI 8, BAL 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 4 - BAL 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PHI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PHI; cap=0.53, reasons=latest same-matchup result beat the predicted side; latest-series reversal condition was suppressed.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'PHI', 'opponent_team': 'BAL', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'BAL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'PHI', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'BAL', 'actual_winner': 'BAL', 'actual_margin': 2, 'raw_pick_probability': 0.66, 'artifact': '20260731_PHI@BAL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'PHI', 'guardrail_opponent_team': 'BAL', 'output_pre_simulation_winner': 'PHI', 'output_opponent_team': 'BAL', 'simulation_score_winner': 'PHI', 'final_score_winner': 'PHI', 'pre_simulation_winner': 'PHI', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'PHI 4 - 3 BAL', 'winner': 'PHI'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 2, 'score_text': 'PHI 4 - 2 BAL', 'winner': 'PHI'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': -1, 'total_run_delta': -1, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 4, 'home_runs': 2, 'winner': 'PHI', 'model_winner': 'PHI', 'simulation_winner': 'PHI', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 4, 'home_runs': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 2}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 2, 'winner_quality_edge': 0.0864, 'winner': 'PHI', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_PHI@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@BAL.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 177.
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: 177.
PASSpitch_countsimulationPHIPITCH_COUNT_PITCHER_MATCHPHI pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationPHIPITCH_COUNT_TOTAL_MATCHPHI pitch_count_summary total, row sum, and pitching total all match: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI 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_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_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_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 4 - 2 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 4 - 2 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PHI wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PHI, simulation=PHI, published=PHI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PHI wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PHI wins 4-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-2, final 4-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PHI wins 4-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentBALBATTING_REALISMcurrent:BAL hitter lines pass basic baseball constraints.
PASSbattingcurrentPHIBATTING_REALISMcurrent:PHI hitter lines pass basic baseball constraints.
PASSbattingsimulationBALBATTING_REALISMsimulation:BAL hitter lines pass basic baseball constraints.
PASSbattingsimulationPHIBATTING_REALISMsimulation:PHI hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentBALBATTING_TOTALS_SUMcurrent:BAL batting totals equal summed player lines.
PASSbatting_totalscurrentPHIBATTING_TOTALS_SUMcurrent:PHI batting totals equal summed player lines.
PASSbatting_totalssimulationBALBATTING_TOTALS_SUMsimulation:BAL batting totals equal summed player lines.
PASSbatting_totalssimulationPHIBATTING_TOTALS_SUMsimulation:PHI batting totals equal summed player lines.
PASSboxscore_crosschecksimulationBALBAT_PITCH_BB_MATCHsimulation:BAL batting walks match PHI pitching: 2.
PASSboxscore_crosschecksimulationBALBAT_PITCH_HR_MATCHsimulation:BAL batting home runs match PHI pitching: 1.
PASSboxscore_crosschecksimulationBALBAT_PITCH_H_MATCHsimulation:BAL batting hits match PHI pitching: 3.
PASSboxscore_crosschecksimulationBALBAT_PITCH_SO_MATCHsimulation:BAL batting strikeouts match PHI pitching: 8.
PASSboxscore_crosschecksimulationBALPA_BF_MATCHsimulation:BAL PA=33 matches PHI BF=33.
PASSboxscore_crosschecksimulationBALRUNS_MATCH_FINALsimulation:BAL runs match final score and opposing pitching runs: 2.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_BB_MATCHsimulation:PHI batting walks match BAL pitching: 3.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_HR_MATCHsimulation:PHI batting home runs match BAL pitching: 1.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_H_MATCHsimulation:PHI batting hits match BAL pitching: 8.
PASSboxscore_crosschecksimulationPHIBAT_PITCH_SO_MATCHsimulation:PHI batting strikeouts match BAL pitching: 13.
PASSboxscore_crosschecksimulationPHIPA_BF_MATCHsimulation:PHI PA=38 matches BAL BF=38.
PASSboxscore_crosschecksimulationPHIRUNS_MATCH_FINALsimulation:PHI 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-schemaPHICURRENT_FINALIZED_MATCH_BOXPHI 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_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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.530.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.470.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.659/0.868.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: PHI 8, BAL 3.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PHI 4 - BAL 2.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PHI.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PHI; cap=0.53, reasons=latest same-matchup result beat the predicted side; latest-series reversal condition was suppressed.{'applied': True, 'confidence_cap': 0.53, 'winner_flipped': False, 'reasons': ['latest same-matchup result beat the predicted side', 'latest-series reversal condition was suppressed'], 'signals': {'predicted_team': 'PHI', 'opponent_team': 'BAL', 'h2h_net_margin': -2, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 4, 'opponent_runs': 6, 'margin_for_predicted_team': -2, 'winner': 'BAL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 1, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'PHI', 'home': 'BAL', 'game_number': 1, 'predicted_team': 'BAL', 'actual_winner': 'BAL', 'actual_margin': 2, 'raw_pick_probability': 0.66, 'artifact': '20260731_PHI@BAL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'PHI', 'guardrail_opponent_team': 'BAL', 'output_pre_simulation_winner': 'PHI', 'output_opponent_team': 'BAL', 'simulation_score_winner': 'PHI', 'final_score_winner': 'PHI', 'pre_simulation_winner': 'PHI', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': True, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 4, 'home_runs': 3, 'score_text': 'PHI 4 - 3 BAL', 'winner': 'PHI'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 2, 'score_text': 'PHI 4 - 2 BAL', 'winner': 'PHI'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': -1, 'total_run_delta': -1, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 4, 'home_runs': 2, 'winner': 'PHI', 'model_winner': 'PHI', 'simulation_winner': 'PHI', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 4, 'home_runs': 3}, 'simulation_score': {'away_runs': 4, 'home_runs': 2}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 2, 'winner_quality_edge': 0.0864, 'winner': 'PHI', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_PHI@BAL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PHI@BAL.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 150.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 177.
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: 177.
PASSpitch_countsimulationPHIPITCH_COUNT_PITCHER_MATCHPHI pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationPHIPITCH_COUNT_TOTAL_MATCHPHI pitch_count_summary total, row sum, and pitching total all match: 150.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentBALPITCHING_REALISMcurrent:BAL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentBALSTARTER_PRESENTcurrent:BAL includes a starter/opener role.
PASSpitchingcurrentPHIPITCHING_REALISMcurrent:PHI pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPHISTARTER_PRESENTcurrent:PHI includes a starter/opener role.
PASSpitchingsimulationBALPITCHING_REALISMsimulation:BAL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationBALSTARTER_PRESENTsimulation:BAL includes a starter/opener role.
PASSpitchingsimulationPHIPITCHING_REALISMsimulation:PHI pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPHISTARTER_PRESENTsimulation:PHI 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_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_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_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPHIPITCHING_TOTALS_SUMsimulation:PHI pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PHI 4 - 2 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PHI 4 - 2 BAL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PHI wins 4-2.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PHI, simulation=PHI, published=PHI.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.530.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 5/10 (0.500).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PHI wins 4-2.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PHI wins 4-2.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-2.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-2, final 4-2 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PHI wins 4-2.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentBALRECENT_FORM_RANGEBAL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentBALTEAM_RECENT_RECORDBAL wins and win_pct agree: 5/10 = 0.500.
PASSteam_recent_performancecurrentPHIRECENT_FORM_RANGEPHI recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPHITEAM_RECENT_RECORDPHI wins and win_pct agree: 2/10 = 0.200.
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_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-schemaBALCURRENT_FINALIZED_MATCH_BOXBAL model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=8, sim=3; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=4, sim=2; R: current=5, sim=2; BB: current=1, sim=2; SO: current=9, sim=8).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaBALCURRENT_PLAYER_MATCH_BOXBAL current finalized hitter lines are model predictions and differ from the simulation box score: Coby Mayo: AB current=3 box=4, HR current=0 box=1, SO current=1 box=0; Taylor Ward: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Tyler O'Neill: H current=1 box=0, BB current=0 box=1; Gunnar Henderson: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Pete Alonso: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=2; Christian Encarnacion-Strand: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Jackson Holliday: 3B current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=2; Leody Taveras: AB current=4 box=3New 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 (H: current=9, sim=8; 2B: current=0, sim=3; HR: current=0, sim=1; R: current=3, sim=4; BB: current=2, sim=3; SO: current=9, sim=13).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPHICURRENT_PLAYER_MATCH_BOXPHI current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Harper: AB current=4 box=3, SO current=1 box=0; Trea Turner: HR current=0 box=1, RBI current=1 box=2, SO current=1 box=2; Kyle Schwarber: 2B current=0 box=1; Alec Bohm: AB current=5 box=4, RBI current=1 box=0; Brandon Marsh: H current=1 box=0, SO current=1 box=3; Bryan De La Cruz: AB current=3 box=4, RBI current=0 box=1, R current=0 box=1, SO current=1 box=3; J.T. Realmuto: AB current=3 box=4, 2B current=0 box=1; Bryson Stott: AB current=4 box=3, 2B current=0 box=1, 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.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.7592015266418463.575044631958008Base ML historical model prediction
variance_applied54Deterministic baseline target (variance factor 1.0)
enhanced_prediction430.530Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment43Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review43Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target43Capped at max 12 realistic runs
simulation_result42Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PHI00004000048
BAL10000010023
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPHIbatting35900043290000
currentPHIpitching312289.0200
currentBALbatting33800045190000
currentBALpitching8143139.0400
simulationPHIbatting3583014431300
simulationPHIpitching312289.0233150
simulationBALbatting303011222801
simulationBALpitching8143139.0438177
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPHI1BBryce Harper041000111100.250
currentPHISSTrea Turner051000110100.200
currentPHIDHKyle Schwarber041000101100.250
currentPHI3BAlec Bohm051000010100.200
currentPHILFBrandon Marsh041000000100.250
currentPHIRFBryan De La Cruz031000000100.333
currentPHICJ.T. Realmuto031000000100.333
currentPHI2BBryson Stott041000010100.250
currentPHICFJustin Crawford031000000100.333
currentBALDHCoby Mayo031000110100.333
currentBALLFTaylor Ward041000101100.250
currentBALRFTyler O'Neill031000000100.333
currentBALSSGunnar Henderson051000110100.200
currentBAL1BPete Alonso041000110100.250
currentBAL3BChristian Encarnacion-Strand041000110100.250
currentBAL2BJackson Holliday031000000100.333
currentBALCFLeody Taveras041000000100.250
currentBALCJake Rogers030000000100.000
simulationPHI1SSTrea Turner551001120200.200
simulationPHI2DHKyle Schwarber541100101100.250
simulationPHI31BBryce Harper431000111000.333
simulationPHI43BAlec Bohm441000000100.250
simulationPHI5LFBrandon Marsh440000000300.000
simulationPHI6CJ.T. Realmuto441100000100.250
simulationPHI72BBryson Stott431100001000.333
simulationPHI8CFJustin Crawford441000000200.250
simulationPHI9RFBryan De La Cruz441000110300.250
simulationBAL1DHCoby Mayo441001110000.250
simulationBAL2LFTaylor Ward440000000100.000
simulationBAL3SSGunnar Henderson430000000010.000
simulationBAL41BPete Alonso440000000200.000
simulationBAL5RFTyler O'Neill430000001100.000
simulationBAL63BChristian Encarnacion-Strand440000000000.000
simulationBAL7CFLeody Taveras331000000100.333
simulationBAL82BJackson Holliday331010110200.333
simulationBAL9CJake Rogers320000001100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPHI1Zack WheelerStarter6.0111281001.502.530.92
currentPHI2Jonathan BowlanMiddle Reliever1.1000000000.003.111.01
currentPHI3Orion KerkeringMiddle Reliever1.0000000000.003.431.29
currentPHI4Jhoan DuranMiddle Reliever0.22110000013.501.530.93
currentBAL1Kyle BradishStarter5.2744061006.353.741.36
currentBAL2Tyler WellsMiddle Reliever1.1000220000.002.670.96
currentBAL3Yennier CanoMiddle Reliever1.0100020000.001.910.82
currentBAL4Andrew KittredgeMiddle Reliever0.2000120000.003.481.35
currentBAL5Grant WolframMiddle Reliever0.1000010000.003.551.18
simulationPHI1Zack WheelerStarter6.011128122981.502.530.92
simulationPHI2Jhoan DuranMiddle Reliever0.221100041613.501.530.93
simulationPHI3Orion KerkeringMiddle Reliever1.00000003190.003.431.29
simulationPHI4Jonathan BowlanMiddle Reliever1.10000004170.003.111.01
simulationBAL1Kyle BradishStarter5.2744061241056.353.741.36
simulationBAL2Andrew KittredgeMiddle Reliever0.20001203120.003.481.35
simulationBAL3Tyler WellsMiddle Reliever1.10002206300.002.670.96
simulationBAL4Yennier CanoMiddle Reliever1.01000204160.001.910.82
simulationBAL5Grant WolframMiddle Reliever0.10000101140.003.551.18
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PHIZack WheelerStarter6.011282298
PHIJonathan BowlanMiddle Reliever1.10000417
PHIOrion KerkeringMiddle Reliever1.00000319
PHIJhoan DuranMiddle Reliever0.21200416
BALKyle BradishStarter5.2470624105
BALTyler WellsMiddle Reliever1.10022630
BALYennier CanoMiddle Reliever1.00102416
BALAndrew KittredgeMiddle Reliever0.20012312
BALGrant WolframMiddle Reliever0.10001114
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_PIT@CIN

20260802_PIT@CIN.json • 2026-08-02

PIT 7 - CIN 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 95INFO 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_payloadcurrentPITCURRENT_PITCHER_DUPLICATIONPIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=8, sim=9; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=6; R: current=3, sim=6; BB: current=1, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Sal Stewart: H current=1 box=0, SO current=1 box=2, SF current=0 box=1; Nathaniel Lowe: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Eugenio Suárez: AB current=4 box=3, R current=0 box=1, BB current=0 box=1, SO current=2 box=1; Jose Trevino: AB current=3 box=4; Noelvi Marte: H current=1 box=0, SO current=1 box=0; JJ Bleday: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Elly De La Cruz: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, SO current=1 box=2; TJ Friedl: AB current=3 box=4, H current=0 box=2, 3B current=0 box=1, HR current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=35, sim=36; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=4, sim=7; R: current=4, sim=7; BB: current=2, sim=5; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Esmerlyn Valdez: AB current=3 box=4, RBI current=1 box=0, BB current=0 box=1; Brandon Lowe: H current=1 box=2, RBI current=1 box=0; Nick Gonzales: AB current=5 box=4, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Jake Mangum: AB current=5 box=4, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Rafael Flores Jr.: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Bryan Reynolds: AB current=4 box=5, 3B current=0 box=1, RBI current=0 box=2, BB current=1 box=0; Marcell Ozuna: AB current=4 box=5, 2B current=0 box=1, SO current=1 box=0; Jared Triolo: H current=1 box=0, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match PIT pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match PIT pitching: 9.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match PIT pitching: 7.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=39 matches PIT BF=39.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match CIN pitching: 5.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match CIN pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match CIN pitching: 9.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match CIN pitching: 7.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=42 matches CIN BF=42.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.540.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.540.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.460.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 13 is reasonably close to low-score expected_total_runs 13.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.499/0.682.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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 9, CIN 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PIT 7 - CIN 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PIT; cap=0.54, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.54, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs'], 'signals': {'predicted_team': 'CIN', 'opponent_team': 'PIT', 'h2h_net_margin': -3, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 8, 'opponent_runs': 7, 'margin_for_predicted_team': 1, 'winner': 'CIN'}, {'date': '2026-07-30', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'CIN'}, {'date': '2026-06-28', 'predicted_team_runs': 4, 'opponent_runs': 9, 'margin_for_predicted_team': -5, 'winner': 'PIT'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260731', 'away': 'PIT', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'CIN', 'actual_margin': 1, 'raw_pick_probability': 0.53, 'artifact': '20260731_PIT@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260730', 'away': 'PIT', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'CIN', 'actual_margin': 1, 'raw_pick_probability': 0.56, 'artifact': '20260730_PIT@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260628', 'away': 'CIN', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'CIN', 'actual_winner': 'PIT', 'actual_margin': 5, 'raw_pick_probability': 0.51, 'artifact': '20260628_CIN@PIT.json', 'verification': 'pregame_official_final'}, {'date': '20260627', 'away': 'CIN', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'CIN', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.51, 'artifact': '20260627_CIN@PIT.json', 'verification': 'pregame_official_final'}, {'date': '20260626', 'away': 'CIN', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.525, 'artifact': '20260626_CIN@PIT.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CIN', 'guardrail_opponent_team': 'PIT', 'output_pre_simulation_winner': 'PIT', 'output_opponent_team': 'CIN', 'simulation_score_winner': 'PIT', 'final_score_winner': 'PIT', 'pre_simulation_winner': 'PIT', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'PIT 6 - 5 CIN', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 6, 'score_text': 'PIT 7 - 6 CIN', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 1, 'home_run_delta': 1, 'total_run_delta': 2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 7, 'home_runs': 6, 'winner': 'PIT', 'model_winner': 'PIT', 'simulation_winner': 'PIT', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 6, 'home_runs': 5}, 'simulation_score': {'away_runs': 7, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.9668, 'winner': 'PIT', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_PIT@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PIT@CIN.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 177.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 188.
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: 188.
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: 177.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT 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_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_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_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PIT 7 - 6 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PIT 7 - 6 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 7-6.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PIT, simulation=PIT, published=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.540.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 7-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 7-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-6, final 7-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 13.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 7-6.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 2/10 = 0.200.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentCINBATTING_REALISMcurrent:CIN hitter lines pass basic baseball constraints.
PASSbattingcurrentPITBATTING_REALISMcurrent:PIT hitter lines pass basic baseball constraints.
PASSbattingsimulationCINBATTING_REALISMsimulation:CIN hitter lines pass basic baseball constraints.
PASSbattingsimulationPITBATTING_REALISMsimulation:PIT hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentCINBATTING_TOTALS_SUMcurrent:CIN batting totals equal summed player lines.
PASSbatting_totalscurrentPITBATTING_TOTALS_SUMcurrent:PIT batting totals equal summed player lines.
PASSbatting_totalssimulationCINBATTING_TOTALS_SUMsimulation:CIN batting totals equal summed player lines.
PASSbatting_totalssimulationPITBATTING_TOTALS_SUMsimulation:PIT batting totals equal summed player lines.
PASSboxscore_crosschecksimulationCINBAT_PITCH_BB_MATCHsimulation:CIN batting walks match PIT pitching: 3.
PASSboxscore_crosschecksimulationCINBAT_PITCH_HR_MATCHsimulation:CIN batting home runs match PIT pitching: 1.
PASSboxscore_crosschecksimulationCINBAT_PITCH_H_MATCHsimulation:CIN batting hits match PIT pitching: 9.
PASSboxscore_crosschecksimulationCINBAT_PITCH_SO_MATCHsimulation:CIN batting strikeouts match PIT pitching: 7.
PASSboxscore_crosschecksimulationCINPA_BF_MATCHsimulation:CIN PA=39 matches PIT BF=39.
PASSboxscore_crosschecksimulationCINRUNS_MATCH_FINALsimulation:CIN runs match final score and opposing pitching runs: 6.
PASSboxscore_crosschecksimulationPITBAT_PITCH_BB_MATCHsimulation:PIT batting walks match CIN pitching: 5.
PASSboxscore_crosschecksimulationPITBAT_PITCH_HR_MATCHsimulation:PIT batting home runs match CIN pitching: 1.
PASSboxscore_crosschecksimulationPITBAT_PITCH_H_MATCHsimulation:PIT batting hits match CIN pitching: 9.
PASSboxscore_crosschecksimulationPITBAT_PITCH_SO_MATCHsimulation:PIT batting strikeouts match CIN pitching: 7.
PASSboxscore_crosschecksimulationPITPA_BF_MATCHsimulation:PIT PA=42 matches CIN BF=42.
PASSboxscore_crosschecksimulationPITRUNS_MATCH_FINALsimulation:PIT runs match final score and opposing pitching runs: 7.
PASScross_schemacross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT current pitcher projected totals match final simulation pitching box score.
PASScurrent_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_payloadcurrentPITCURRENT_LINEUP_SHAPEPIT current lineup has 9 expected positions.
PASScurrent_payloadcurrentPITCURRENT_MODEL_ZERO_FALLBACKPIT current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentPITCURRENT_NAMES_PRESENTPIT current hitter names are populated.
PASScurrent_payloadcurrentPITCURRENT_PREDICTIONS_MATCH_FINALIZEDPIT hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.540.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.540.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.460.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 13 is reasonably close to low-score expected_total_runs 13.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.499/0.682.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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 9, CIN 9.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: PIT 7 - CIN 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: PIT.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for PIT; cap=0.54, reasons=predicted side recently lost this matchup by 5+ runs; opponent already produced an 8+ run breakout in this matchup; recent head-to-head is split and volatile; recent head-to-head margin does not support a strong repeat pick.{'applied': True, 'confidence_cap': 0.54, 'winner_flipped': False, 'reasons': ['predicted side recently lost this matchup by 5+ runs', 'opponent already produced an 8+ run breakout in this matchup', 'recent head-to-head is split and volatile', 'recent head-to-head margin does not support a strong repeat pick', 'a prior same-side pick already missed against the actual result', 'a prior same-side pick missed by 5+ actual runs'], 'signals': {'predicted_team': 'CIN', 'opponent_team': 'PIT', 'h2h_net_margin': -3, 'opponent_breakout': True, 'opponent_blowout_win': True, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 8, 'opponent_runs': 7, 'margin_for_predicted_team': 1, 'winner': 'CIN'}, {'date': '2026-07-30', 'predicted_team_runs': 3, 'opponent_runs': 2, 'margin_for_predicted_team': 1, 'winner': 'CIN'}, {'date': '2026-06-28', 'predicted_team_runs': 4, 'opponent_runs': 9, 'margin_for_predicted_team': -5, 'winner': 'PIT'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 5, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 1, 'prior_predictions': [{'date': '20260731', 'away': 'PIT', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'CIN', 'actual_margin': 1, 'raw_pick_probability': 0.53, 'artifact': '20260731_PIT@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260730', 'away': 'PIT', 'home': 'CIN', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'CIN', 'actual_margin': 1, 'raw_pick_probability': 0.56, 'artifact': '20260730_PIT@CIN.json', 'verification': 'pregame_official_final'}, {'date': '20260628', 'away': 'CIN', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'CIN', 'actual_winner': 'PIT', 'actual_margin': 5, 'raw_pick_probability': 0.51, 'artifact': '20260628_CIN@PIT.json', 'verification': 'pregame_official_final'}, {'date': '20260627', 'away': 'CIN', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'CIN', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.51, 'artifact': '20260627_CIN@PIT.json', 'verification': 'pregame_official_final'}, {'date': '20260626', 'away': 'CIN', 'home': 'PIT', 'game_number': 1, 'predicted_team': 'PIT', 'actual_winner': 'CIN', 'actual_margin': 2, 'raw_pick_probability': 0.525, 'artifact': '20260626_CIN@PIT.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'CIN', 'guardrail_opponent_team': 'PIT', 'output_pre_simulation_winner': 'PIT', 'output_opponent_team': 'CIN', 'simulation_score_winner': 'PIT', 'final_score_winner': 'PIT', 'pre_simulation_winner': 'PIT', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 6, 'home_runs': 5, 'score_text': 'PIT 6 - 5 CIN', 'winner': 'PIT'}, 'final_simulation_score': {'away_runs': 7, 'home_runs': 6, 'score_text': 'PIT 7 - 6 CIN', 'winner': 'PIT'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 1, 'home_run_delta': 1, 'total_run_delta': 2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 7, 'home_runs': 6, 'winner': 'PIT', 'model_winner': 'PIT', 'simulation_winner': 'PIT', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 6, 'home_runs': 5}, 'simulation_score': {'away_runs': 7, 'home_runs': 6}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.9668, 'winner': 'PIT', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_PIT@CIN.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: PIT@CIN.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 177.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 188.
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: 188.
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: 177.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentCINPITCHING_REALISMcurrent:CIN pitcher lines pass basic baseball constraints.
PASSpitchingcurrentCINSTARTER_PRESENTcurrent:CIN includes a starter/opener role.
PASSpitchingcurrentPITPITCHING_REALISMcurrent:PIT pitcher lines pass basic baseball constraints.
PASSpitchingcurrentPITSTARTER_PRESENTcurrent:PIT includes a starter/opener role.
PASSpitchingsimulationCINPITCHING_REALISMsimulation:CIN pitcher lines pass basic baseball constraints.
PASSpitchingsimulationCINSTARTER_PRESENTsimulation:CIN includes a starter/opener role.
PASSpitchingsimulationPITPITCHING_REALISMsimulation:PIT pitcher lines pass basic baseball constraints.
PASSpitchingsimulationPITSTARTER_PRESENTsimulation:PIT 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_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_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_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationPITPITCHING_TOTALS_SUMsimulation:PIT pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: PIT 7 - 6 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: PIT 7 - 6 CIN.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: PIT wins 7-6.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=PIT, simulation=PIT, published=PIT.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.540.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 3/10 (0.300).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: PIT wins 7-6.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: PIT wins 7-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 7-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 7-6, final 7-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 13.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: PIT wins 7-6.
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: 5/10 = 0.500.
PASSteam_recent_performancecurrentPITRECENT_FORM_RANGEPIT recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentPITTEAM_RECENT_RECORDPIT wins and win_pct agree: 2/10 = 0.200.
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_payloadcurrentPITCURRENT_PITCHER_DUPLICATIONPIT pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaCINCURRENT_FINALIZED_MATCH_BOXCIN model-prediction batting totals differ from final simulation box score (AB: current=32, sim=34; H: current=8, sim=9; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=2, sim=6; R: current=3, sim=6; BB: current=1, sim=3).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaCINCURRENT_PLAYER_MATCH_BOXCIN current finalized hitter lines are model predictions and differ from the simulation box score: Sal Stewart: H current=1 box=0, SO current=1 box=2, SF current=0 box=1; Nathaniel Lowe: 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1, SO current=1 box=0; Eugenio Suárez: AB current=4 box=3, R current=0 box=1, BB current=0 box=1, SO current=2 box=1; Jose Trevino: AB current=3 box=4; Noelvi Marte: H current=1 box=0, SO current=1 box=0; JJ Bleday: H current=1 box=0, RBI current=1 box=0, R current=1 box=0, SO current=1 box=0; Elly De La Cruz: AB current=4 box=5, H current=1 box=2, 2B current=0 box=1, SO current=1 box=2; TJ Friedl: AB current=3 box=4, H current=0 box=2, 3B current=0 box=1, HR current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaPITCURRENT_FINALIZED_MATCH_BOXPIT model-prediction batting totals differ from final simulation box score (AB: current=35, sim=36; 2B: current=0, sim=2; 3B: current=0, sim=1; HR: current=0, sim=1; RBI: current=4, sim=7; R: current=4, sim=7; BB: current=2, sim=5; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaPITCURRENT_PLAYER_MATCH_BOXPIT current finalized hitter lines are model predictions and differ from the simulation box score: Esmerlyn Valdez: AB current=3 box=4, RBI current=1 box=0, BB current=0 box=1; Brandon Lowe: H current=1 box=2, RBI current=1 box=0; Nick Gonzales: AB current=5 box=4, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Jake Mangum: AB current=5 box=4, RBI current=1 box=0, R current=0 box=1, BB current=0 box=1; Rafael Flores Jr.: AB current=3 box=2, H current=1 box=0, RBI current=0 box=1, R current=0 box=1; Bryan Reynolds: AB current=4 box=5, 3B current=0 box=1, RBI current=0 box=2, BB current=1 box=0; Marcell Ozuna: AB current=4 box=5, 2B current=0 box=1, SO current=1 box=0; Jared Triolo: H current=1 box=0, BB current=0 box=1, SO current=1 box=0New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.581895828247076.307409286499023Base ML historical model prediction
variance_applied56Deterministic baseline target (variance factor 1.0)
enhanced_prediction450.540Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment45Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review65Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target65Capped at max 12 realistic runs
simulation_result76Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
PIT00200005079
CIN02000001369
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentPITbatting35900044280000
currentPITpitching916379.0600
currentCINbatting328000231100000
currentCINpitching917579.0700
simulationPITbatting369211775701
simulationPITpitching916379.0639177
simulationCINbatting349211663720
simulationCINpitching917579.0742188
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentPITRFEsmerlyn Valdez031000110100.333
currentPIT2BBrandon Lowe051000110100.200
currentPIT3BNick Gonzales051000110100.200
currentPITCFJake Mangum051000010100.200
currentPIT1BRafael Flores Jr.031000001000.333
currentPITLFBryan Reynolds041000101100.250
currentPITDHMarcell Ozuna041000000100.250
currentPITSSJared Triolo031000000100.333
currentPITCHenry Davis031000000100.333
currentCINDHSal Stewart041000110100.250
currentCIN1BNathaniel Lowe031000000100.333
currentCIN3BEugenio Suárez041000000200.250
currentCINCJose Trevino031000000100.333
currentCINRFNoelvi Marte041000000100.250
currentCINLFJJ Bleday041000111100.250
currentCINSSElly De La Cruz041000100100.250
currentCINCFTJ Friedl030000000100.000
currentCIN2BMatt McLain031000000100.333
simulationPIT1CFJake Mangum541000101000.250
simulationPIT22BBrandon Lowe552000100100.400
simulationPIT3LFBryan Reynolds551010120300.200
simulationPIT4RFEsmerlyn Valdez541000101100.250
simulationPIT53BNick Gonzales541100101100.250
simulationPIT6DHMarcell Ozuna551100000000.200
simulationPIT7SSJared Triolo430000001000.000
simulationPIT81BRafael Flores Jr.420000111010.000
simulationPIT9CHenry Davis442001140100.500
simulationCIN1SSElly De La Cruz552100100200.400
simulationCIN2DHSal Stewart540000110200.000
simulationCIN3LFJJ Bleday540000001000.000
simulationCIN41BNathaniel Lowe431100110000.333
simulationCIN5RFNoelvi Marte440000000000.000
simulationCIN63BEugenio Suárez431000101100.333
simulationCIN7CJose Trevino441000000100.250
simulationCIN8CFTJ Friedl442011140100.500
simulationCIN92BMatt McLain432000101000.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentPIT1Mitch KellerStarter5.1422130003.384.831.31
currentPIT2Gregory SotoMiddle Reliever1.1000020000.003.180.99
currentPIT3Mason MontgomeryMiddle Reliever1.0211110009.003.401.16
currentPIT4Yohan RamírezMiddle Reliever1.13331110020.253.101.36
currentCIN1Chase BurnsStarter6.0622160003.002.401.12
currentCIN2Brock BurkeMiddle Reliever1.0000100000.002.561.31
currentCIN3Emilio PagánMiddle Reliever1.0000100000.004.631.16
currentCIN4Tejay AntoneMiddle Reliever1.03552110045.002.100.93
simulationPIT1Mitch KellerStarter5.142213021973.384.831.31
simulationPIT2Gregory SotoMiddle Reliever1.10000204270.003.180.99
simulationPIT3Mason MontgomeryMiddle Reliever1.02111106239.003.401.16
simulationPIT4Yohan RamírezMiddle Reliever1.133311183020.253.101.36
simulationCIN1Chase BurnsStarter6.0622160261103.002.401.12
simulationCIN2Emilio PagánMiddle Reliever1.00001004190.004.631.16
simulationCIN3Tejay AntoneMiddle Reliever1.035521183045.002.100.93
simulationCIN4Brock BurkeMiddle Reliever1.00001004290.002.561.31
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
PITMitch KellerStarter5.124132197
PITGregory SotoMiddle Reliever1.10002427
PITMason MontgomeryMiddle Reliever1.01211623
PITYohan RamírezMiddle Reliever1.13311830
CINChase BurnsStarter6.0261626110
CINBrock BurkeMiddle Reliever1.00010429
CINEmilio PagánMiddle Reliever1.00010419
CINTejay AntoneMiddle Reliever1.05321830
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_SF@SD

20260802_SF@SD.json • 2026-08-02

SF 3 - SD 4
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=29; H: current=9, sim=5; 2B: current=0, sim=1; HR: current=0, sim=2; BB: current=0, sim=3; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Ty France: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Fernando Tatis Jr.: AB current=5 box=3, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Luis Rengifo: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Jake Cronenworth: AB current=3 box=4, H current=1 box=0, R current=1 box=0; Manny Machado: HR current=0 box=1, SO current=1 box=2; Jase Bowen: H current=1 box=2, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1; Freddy Fermin: AB current=3 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Jackson Merrill: 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-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; BB: current=2, sim=3; SO: current=8, 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-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Eldridge: H current=1 box=0, R current=1 box=0; Rafael Devers: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Jung Hoo Lee: RBI current=1 box=0, SO current=0 box=1; Christian Koss: AB current=3 box=4, SO current=1 box=0; Osleivis Basabe: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Daniel Susac: H current=1 box=0, R current=0 box=1, BB current=0 box=1; Willy Adames: 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=2; Drew Gilbert: H current=1 box=0, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match SF pitching: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match SF pitching: 7.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=32 matches SF BF=32.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match SD pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match SD pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match SD pitching: 6.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match SD pitching: 7.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=37 matches SD BF=37.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.462/0.639.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SF 6, SD 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SF 3 - SD 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SD; cap=0.56, reasons=recent head-to-head is split and volatile; local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'SD', 'opponent_team': 'SF', 'h2h_net_margin': 8, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 7, 'opponent_runs': 0, 'margin_for_predicted_team': 7, 'winner': 'SD'}, {'date': '2026-07-30', 'predicted_team_runs': 1, 'opponent_runs': 4, 'margin_for_predicted_team': -3, 'winner': 'SF'}, {'date': '2026-05-06', 'predicted_team_runs': 5, 'opponent_runs': 1, 'margin_for_predicted_team': 4, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 7, 'raw_pick_probability': 0.53, 'artifact': '20260731_SF@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260730', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SF', 'actual_margin': 3, 'raw_pick_probability': 0.6, 'artifact': '20260730_SF@SD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SD', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'SF', 'simulation_score_winner': 'SD', 'final_score_winner': 'SD', 'pre_simulation_winner': 'SD', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'SF 3 - 4 SD', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'SF 3 - 4 SD', 'winner': 'SD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 3, 'home_runs': 4, 'winner': 'SD', 'model_winner': 'SD', 'simulation_winner': 'SD', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4021, 'winner': 'SD', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_SF@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SF@SD.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 143.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
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: 145.
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: 143.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SF 3 - 4 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SF 3 - 4 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SD, simulation=SD, published=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SD wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SD wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 4/10 = 0.400.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSDBATTING_REALISMcurrent:SD hitter lines pass basic baseball constraints.
PASSbattingcurrentSFBATTING_REALISMcurrent:SF hitter lines pass basic baseball constraints.
PASSbattingsimulationSDBATTING_REALISMsimulation:SD hitter lines pass basic baseball constraints.
PASSbattingsimulationSFBATTING_REALISMsimulation:SF hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSDBATTING_TOTALS_SUMcurrent:SD batting totals equal summed player lines.
PASSbatting_totalscurrentSFBATTING_TOTALS_SUMcurrent:SF batting totals equal summed player lines.
PASSbatting_totalssimulationSDBATTING_TOTALS_SUMsimulation:SD batting totals equal summed player lines.
PASSbatting_totalssimulationSFBATTING_TOTALS_SUMsimulation:SF batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSDBAT_PITCH_BB_MATCHsimulation:SD batting walks match SF pitching: 3.
PASSboxscore_crosschecksimulationSDBAT_PITCH_HR_MATCHsimulation:SD batting home runs match SF pitching: 2.
PASSboxscore_crosschecksimulationSDBAT_PITCH_H_MATCHsimulation:SD batting hits match SF pitching: 5.
PASSboxscore_crosschecksimulationSDBAT_PITCH_SO_MATCHsimulation:SD batting strikeouts match SF pitching: 7.
PASSboxscore_crosschecksimulationSDPA_BF_MATCHsimulation:SD PA=32 matches SF BF=32.
PASSboxscore_crosschecksimulationSDRUNS_MATCH_FINALsimulation:SD runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationSFBAT_PITCH_BB_MATCHsimulation:SF batting walks match SD pitching: 3.
PASSboxscore_crosschecksimulationSFBAT_PITCH_HR_MATCHsimulation:SF batting home runs match SD pitching: 0.
PASSboxscore_crosschecksimulationSFBAT_PITCH_H_MATCHsimulation:SF batting hits match SD pitching: 6.
PASSboxscore_crosschecksimulationSFBAT_PITCH_SO_MATCHsimulation:SF batting strikeouts match SD pitching: 7.
PASSboxscore_crosschecksimulationSFPA_BF_MATCHsimulation:SF PA=37 matches SD BF=37.
PASSboxscore_crosschecksimulationSFRUNS_MATCH_FINALsimulation:SF runs match final score and opposing pitching runs: 3.
PASScross_schemacross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaSFCURRENT_FINALIZED_MATCH_BOXSF current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentSDCURRENT_LINEUP_SHAPESD current lineup has 9 expected positions.
PASScurrent_payloadcurrentSDCURRENT_MODEL_ZERO_FALLBACKSD current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSDCURRENT_NAMES_PRESENTSD current hitter names are populated.
PASScurrent_payloadcurrentSDCURRENT_PREDICTIONS_MATCH_FINALIZEDSD hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentSFCURRENT_LINEUP_SHAPESF current lineup has 9 expected positions.
PASScurrent_payloadcurrentSFCURRENT_MODEL_ZERO_FALLBACKSF current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSFCURRENT_NAMES_PRESENTSF current hitter names are populated.
PASScurrent_payloadcurrentSFCURRENT_PREDICTIONS_MATCH_FINALIZEDSF hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 7 is reasonably close to low-score expected_total_runs 7.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.462/0.639.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: SF 6, SD 5.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: SF 3 - SD 4.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: SD.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for SD; cap=0.56, reasons=recent head-to-head is split and volatile; local prediction memory shows 2 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile', 'local prediction memory shows 2 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'SD', 'opponent_team': 'SF', 'h2h_net_margin': 8, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 7, 'opponent_runs': 0, 'margin_for_predicted_team': 7, 'winner': 'SD'}, {'date': '2026-07-30', 'predicted_team_runs': 1, 'opponent_runs': 4, 'margin_for_predicted_team': -3, 'winner': 'SF'}, {'date': '2026-05-06', 'predicted_team_runs': 5, 'opponent_runs': 1, 'margin_for_predicted_team': 4, 'winner': 'SD'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 2, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SD', 'actual_margin': 7, 'raw_pick_probability': 0.53, 'artifact': '20260731_SF@SD.json', 'verification': 'pregame_official_final'}, {'date': '20260730', 'away': 'SF', 'home': 'SD', 'game_number': 1, 'predicted_team': 'SD', 'actual_winner': 'SF', 'actual_margin': 3, 'raw_pick_probability': 0.6, 'artifact': '20260730_SF@SD.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'SD', 'guardrail_opponent_team': 'SF', 'output_pre_simulation_winner': 'SD', 'output_opponent_team': 'SF', 'simulation_score_winner': 'SD', 'final_score_winner': 'SD', 'pre_simulation_winner': 'SD', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'SF 3 - 4 SD', 'winner': 'SD'}, 'final_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'SF 3 - 4 SD', 'winner': 'SD'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 0, 'home_run_delta': 0, 'total_run_delta': 0, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 3, 'home_runs': 4, 'winner': 'SD', 'model_winner': 'SD', 'simulation_winner': 'SD', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 3, 'home_runs': 4}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.4021, 'winner': 'SD', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_SF@SD.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: SF@SD.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 143.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 145.
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: 145.
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: 143.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentSDPITCHING_REALISMcurrent:SD pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSDSTARTER_PRESENTcurrent:SD includes a starter/opener role.
PASSpitchingcurrentSFPITCHING_REALISMcurrent:SF pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSFSTARTER_PRESENTcurrent:SF includes a starter/opener role.
PASSpitchingsimulationSDPITCHING_REALISMsimulation:SD pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSDSTARTER_PRESENTsimulation:SD includes a starter/opener role.
PASSpitchingsimulationSFPITCHING_REALISMsimulation:SF pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSFSTARTER_PRESENTsimulation:SF includes a starter/opener role.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentSDPITCHING_TOTALS_SUMcurrent:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSFPITCHING_TOTALS_SUMcurrent:SF pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationSDPITCHING_TOTALS_SUMsimulation:SD pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSFPITCHING_TOTALS_SUMsimulation:SF pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: SF 3 - 4 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: SF 3 - 4 SD.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: SD wins 4-3.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=SD, simulation=SD, published=SD.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: SD wins 4-3.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: SD wins 3-4.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 3-4.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 3-4, final 3-4 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 7.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: SD wins 4-3.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs matches scoring_simulation.final_score.
PASSteam_recent_performancecurrentSDRECENT_FORM_RANGESD recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSDTEAM_RECENT_RECORDSD wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentSFRECENT_FORM_RANGESF recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSFTEAM_RECENT_RECORDSF wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentSDCURRENT_PITCHER_DUPLICATIONSD pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentSFCURRENT_PITCHER_DUPLICATIONSF pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaSDCURRENT_FINALIZED_MATCH_BOXSD model-prediction batting totals differ from final simulation box score (AB: current=32, sim=29; H: current=9, sim=5; 2B: current=0, sim=1; HR: current=0, sim=2; BB: current=0, sim=3; SO: current=8, sim=7).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSDCURRENT_PLAYER_MATCH_BOXSD current finalized hitter lines are model predictions and differ from the simulation box score: Ty France: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Fernando Tatis Jr.: AB current=5 box=3, 2B current=0 box=1, RBI current=1 box=0, BB current=0 box=1; Luis Rengifo: AB current=3 box=2, H current=1 box=0, BB current=0 box=1, SO current=0 box=1; Jake Cronenworth: AB current=3 box=4, H current=1 box=0, R current=1 box=0; Manny Machado: HR current=0 box=1, SO current=1 box=2; Jase Bowen: H current=1 box=2, HR current=0 box=1, RBI current=0 box=3, R current=0 box=1; Freddy Fermin: AB current=3 box=2, R current=0 box=1, BB current=0 box=1, SO current=1 box=0; Jackson Merrill: 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-schemaSFCURRENT_FINALIZED_MATCH_BOXSF model-prediction batting totals differ from final simulation box score (AB: current=32, sim=33; H: current=9, sim=6; 2B: current=0, sim=1; BB: current=2, sim=3; SO: current=8, 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-schemaSFCURRENT_PLAYER_MATCH_BOXSF current finalized hitter lines are model predictions and differ from the simulation box score: Bryce Eldridge: H current=1 box=0, R current=1 box=0; Rafael Devers: AB current=4 box=3, H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Jung Hoo Lee: RBI current=1 box=0, SO current=0 box=1; Christian Koss: AB current=3 box=4, SO current=1 box=0; Osleivis Basabe: AB current=3 box=4, H current=1 box=0, SO current=1 box=0; Daniel Susac: H current=1 box=0, R current=0 box=1, BB current=0 box=1; Willy Adames: 2B current=0 box=1, RBI current=0 box=1, SO current=1 box=2; Drew Gilbert: H current=1 box=0, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.3363304138183595.02616024017334Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.560Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result34Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
SF20001000036
SD01100020045
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSFbatting32900033280000
currentSFpitching524378.0400
currentSDbatting32900044080000
currentSDpitching603379.0300
simulationSFbatting336100333701
simulationSFpitching524378.0432143
simulationSDbatting295102443700
simulationSDpitching603379.0337145
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSFDHBryce Eldridge041000101100.250
currentSFLFHeliot Ramos041000000100.250
currentSF1BRafael Devers041000111100.250
currentSFRFJung Hoo Lee041000010000.250
currentSF3BChristian Koss031000000100.333
currentSF2BOsleivis Basabe031000000100.333
currentSFCDaniel Susac031000010100.333
currentSFSSWilly Adames041000100100.250
currentSFCFDrew Gilbert031000000100.333
currentSD1BTy France031000010100.333
currentSDRFFernando Tatis Jr.051000110100.200
currentSDDHLuis Rengifo031000000000.333
currentSD2BJake Cronenworth031000100100.333
currentSD3BManny Machado041000110100.250
currentSDLFJase Bowen031000000100.333
currentSDCFreddy Fermin031000000100.333
currentSDCFJackson Merrill041000110100.250
currentSDSSXander Bogaerts041000000100.250
simulationSF1DHBryce Eldridge540000001100.000
simulationSF2RFJung Hoo Lee441000000100.250
simulationSF3LFHeliot Ramos441000000100.250
simulationSF41BRafael Devers432000000010.667
simulationSF5SSWilly Adames441100110200.250
simulationSF6CDaniel Susac430000111100.000
simulationSF7CFDrew Gilbert430000111100.000
simulationSF83BChristian Koss441000000000.250
simulationSF92BOsleivis Basabe440000000000.000
simulationSD1RFFernando Tatis Jr.431100101100.333
simulationSD22BJake Cronenworth440000000100.000
simulationSD33BManny Machado441001110200.250
simulationSD41BTy France440000000000.000
simulationSD5CFJackson Merrill440000000100.000
simulationSD6DHLuis Rengifo320000001100.000
simulationSD7SSXander Bogaerts330000000100.000
simulationSD8CFreddy Fermin321000101000.500
simulationSD9LFJase Bowen332001130000.667
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSF1Landen RouppStarter5.1222341003.384.121.26
currentSF3Erik MillerMiddle Reliever2.1322021007.712.511.30
currentSF5Caleb KilianMiddle Reliever0.1000010000.003.741.25
currentSD1Michael KingStarter5.2533340004.763.381.17
currentSD2Adrian MorejonMiddle Reliever1.0000010000.003.141.12
currentSD3Jeremiah EstradaMiddle Reliever1.0000010000.003.321.11
currentSD4Mason MillerMiddle Reliever1.0100010000.000.790.79
currentSD5Yuki MatsuiMiddle Reliever0.1000000000.002.381.18
simulationSF1Landen RouppStarter5.122234121963.384.121.26
simulationSF2Erik MillerMiddle Reliever2.132202110327.712.511.30
simulationSF3Caleb KilianMiddle Reliever0.10000101150.003.741.25
simulationSD1Michael KingStarter5.253334025984.763.381.17
simulationSD2Mason MillerMiddle Reliever1.01000104160.000.790.79
simulationSD3Adrian MorejonMiddle Reliever1.0000010330.003.141.12
simulationSD4Jeremiah EstradaMiddle Reliever1.00000104150.003.321.11
simulationSD5Yuki MatsuiMiddle Reliever0.10000001130.002.381.18
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
SFLanden RouppStarter5.122342196
SFErik MillerMiddle Reliever2.123021032
SFCaleb KilianMiddle Reliever0.10001115
SDMichael KingStarter5.235342598
SDAdrian MorejonMiddle Reliever1.0000133
SDJeremiah EstradaMiddle Reliever1.00001415
SDMason MillerMiddle Reliever1.00101416
SDYuki MatsuiMiddle Reliever0.10000113
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_STL@TOR

20260802_STL@TOR.json • 2026-08-02

STL 4 - TOR 6
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
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_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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=35, sim=38; H: current=9, sim=11; 2B: current=0, sim=1; RBI: current=2, sim=4; R: current=2, sim=4; BB: current=1, sim=5; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: JJ Wetherholt: AB current=4 box=5, R current=1 box=0, SO current=1 box=0; Lars Nootbaar: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Iván Herrera: H current=1 box=2, R current=0 box=1, SO current=1 box=0; Jordan Walker: AB current=5 box=4, RBI current=1 box=0, BB current=0 box=1; Blaze Jordan: AB current=3 box=4, H current=1 box=0, SO current=0 box=1; Alec Burleson: AB current=4 box=5, H current=1 box=3, RBI current=0 box=2, R current=0 box=1; Masyn Winn: BB current=0 box=1; Nathan Church: AB current=3 box=5New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; 2B: current=0, sim=2; HR: current=0, sim=3; RBI: current=2, sim=6; R: current=1, sim=6; BB: current=0, sim=1; SO: current=7, sim=8; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Luis Urías: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; George Springer: H current=1 box=0, RBI current=1 box=0, R current=0 box=1, SO current=1 box=2; Vladimir Guerrero Jr.: H current=1 box=0, R current=0 box=1; Ernie Clement: H current=1 box=3, HR current=0 box=2, RBI current=0 box=2, R current=0 box=1; Kazuma Okamoto: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=4; Alejandro Kirk: H current=1 box=0, SO current=1 box=2; Daulton Varsho: H current=1 box=0; Myles Straw: H current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match TOR pitching: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match TOR pitching: 11.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match TOR pitching: 5.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=43 matches TOR BF=43.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match STL pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match STL pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match STL pitching: 8.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match STL pitching: 8.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=34 matches STL BF=34.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.454/0.629.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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: STL 11, TOR 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: STL 4 - TOR 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TOR.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TOR.{'winner_confidence': 0.64, 'h2h_net_margin': 6, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260801', 'away': 'STL', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'STL', 'actual_winner': 'TOR', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260801_STL@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'STL', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'TOR', 'actual_margin': 2, 'raw_pick_probability': 0.525735, 'artifact': '20260731_STL@TOR.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_STL@TOR.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: STL@TOR.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 123.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 123.
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: 162.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL 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_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL 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: STL 4 - 6 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: STL 4 - 6 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TOR wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TOR, simulation=TOR, published=TOR.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TOR wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TOR wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TOR wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentSTLBATTING_REALISMcurrent:STL hitter lines pass basic baseball constraints.
PASSbattingcurrentTORBATTING_REALISMcurrent:TOR hitter lines pass basic baseball constraints.
PASSbattingsimulationSTLBATTING_REALISMsimulation:STL hitter lines pass basic baseball constraints.
PASSbattingsimulationTORBATTING_REALISMsimulation:TOR hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentSTLBATTING_TOTALS_SUMcurrent:STL batting totals equal summed player lines.
PASSbatting_totalscurrentTORBATTING_TOTALS_SUMcurrent:TOR batting totals equal summed player lines.
PASSbatting_totalssimulationSTLBATTING_TOTALS_SUMsimulation:STL batting totals equal summed player lines.
PASSbatting_totalssimulationTORBATTING_TOTALS_SUMsimulation:TOR batting totals equal summed player lines.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_BB_MATCHsimulation:STL batting walks match TOR pitching: 5.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_HR_MATCHsimulation:STL batting home runs match TOR pitching: 0.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_H_MATCHsimulation:STL batting hits match TOR pitching: 11.
PASSboxscore_crosschecksimulationSTLBAT_PITCH_SO_MATCHsimulation:STL batting strikeouts match TOR pitching: 5.
PASSboxscore_crosschecksimulationSTLPA_BF_MATCHsimulation:STL PA=43 matches TOR BF=43.
PASSboxscore_crosschecksimulationSTLRUNS_MATCH_FINALsimulation:STL runs match final score and opposing pitching runs: 4.
PASSboxscore_crosschecksimulationTORBAT_PITCH_BB_MATCHsimulation:TOR batting walks match STL pitching: 1.
PASSboxscore_crosschecksimulationTORBAT_PITCH_HR_MATCHsimulation:TOR batting home runs match STL pitching: 3.
PASSboxscore_crosschecksimulationTORBAT_PITCH_H_MATCHsimulation:TOR batting hits match STL pitching: 8.
PASSboxscore_crosschecksimulationTORBAT_PITCH_SO_MATCHsimulation:TOR batting strikeouts match STL pitching: 8.
PASSboxscore_crosschecksimulationTORPA_BF_MATCHsimulation:TOR PA=34 matches STL BF=34.
PASSboxscore_crosschecksimulationTORRUNS_MATCH_FINALsimulation:TOR runs match final score and opposing pitching runs: 6.
PASScross_schemacross-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL 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_payloadcurrentSTLCURRENT_LINEUP_SHAPESTL current lineup has 9 expected positions.
PASScurrent_payloadcurrentSTLCURRENT_MODEL_ZERO_FALLBACKSTL current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentSTLCURRENT_NAMES_PRESENTSTL current hitter names are populated.
PASScurrent_payloadcurrentSTLCURRENT_PREDICTIONS_MATCH_FINALIZEDSTL hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTORCURRENT_LINEUP_SHAPETOR current lineup has 9 expected positions.
PASScurrent_payloadcurrentTORCURRENT_MODEL_ZERO_FALLBACKTOR current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTORCURRENT_NAMES_PRESENTTOR current hitter names are populated.
PASScurrent_payloadcurrentTORCURRENT_PREDICTIONS_MATCH_FINALIZEDTOR hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.360.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.640.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.640.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 10 is reasonably close to low-score expected_total_runs 10.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.454/0.629.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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: STL 11, TOR 8.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: STL 4 - TOR 6.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: TOR.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILNo stale repeat-pick pattern detected for TOR.{'winner_confidence': 0.64, 'h2h_net_margin': 6, 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 2, 'consecutive_same_pick_count': 0, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260801', 'away': 'STL', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'STL', 'actual_winner': 'TOR', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260801_STL@TOR.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'STL', 'home': 'TOR', 'game_number': 1, 'predicted_team': 'TOR', 'actual_winner': 'TOR', 'actual_margin': 2, 'raw_pick_probability': 0.525735, 'artifact': '20260731_STL@TOR.json', 'verification': 'pregame_official_final'}]}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_STL@TOR.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: STL@TOR.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
PASSpitch_by_pitchPITCH_DETAIL_SANITYPitch-by-pitch speeds and zones are within sanity ranges.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHaway pitcher pitch-by-pitch count matches pitch_count_summary total: 123.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 162.
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: 123.
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: 162.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentSTLPITCHING_REALISMcurrent:STL pitcher lines pass basic baseball constraints.
PASSpitchingcurrentSTLSTARTER_PRESENTcurrent:STL includes a starter/opener role.
PASSpitchingcurrentTORPITCHING_REALISMcurrent:TOR pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTORSTARTER_PRESENTcurrent:TOR includes a starter/opener role.
PASSpitchingsimulationSTLPITCHING_REALISMsimulation:STL pitcher lines pass basic baseball constraints.
PASSpitchingsimulationSTLSTARTER_PRESENTsimulation:STL includes a starter/opener role.
PASSpitchingsimulationTORPITCHING_REALISMsimulation:TOR pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTORSTARTER_PRESENTsimulation:TOR includes a starter/opener role.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentSTLPITCHING_TOTALS_SUMcurrent:STL 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_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationSTLPITCHING_TOTALS_SUMsimulation:STL 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: STL 4 - 6 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: STL 4 - 6 TOR.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: TOR wins 6-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=TOR, simulation=TOR, published=TOR.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.640.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 2/10 (0.200).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 6/10 (0.600).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: TOR wins 6-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: TOR wins 4-6.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-6.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-6, final 4-6 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 10.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: TOR wins 6-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentSTLRECENT_FORM_RANGESTL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentSTLTEAM_RECENT_RECORDSTL wins and win_pct agree: 3/10 = 0.300.
PASSteam_recent_performancecurrentTORRECENT_FORM_RANGETOR recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTORTEAM_RECENT_RECORDTOR wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_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_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-schemaSTLCURRENT_FINALIZED_MATCH_BOXSTL model-prediction batting totals differ from final simulation box score (AB: current=35, sim=38; H: current=9, sim=11; 2B: current=0, sim=1; RBI: current=2, sim=4; R: current=2, sim=4; BB: current=1, sim=5; SO: current=8, sim=5).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaSTLCURRENT_PLAYER_MATCH_BOXSTL current finalized hitter lines are model predictions and differ from the simulation box score: JJ Wetherholt: AB current=4 box=5, R current=1 box=0, SO current=1 box=0; Lars Nootbaar: AB current=4 box=3, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Iván Herrera: H current=1 box=2, R current=0 box=1, SO current=1 box=0; Jordan Walker: AB current=5 box=4, RBI current=1 box=0, BB current=0 box=1; Blaze Jordan: AB current=3 box=4, H current=1 box=0, SO current=0 box=1; Alec Burleson: AB current=4 box=5, H current=1 box=3, RBI current=0 box=2, R current=0 box=1; Masyn Winn: BB current=0 box=1; Nathan Church: AB current=3 box=5New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTORCURRENT_FINALIZED_MATCH_BOXTOR model-prediction batting totals differ from final simulation box score (AB: current=33, sim=32; 2B: current=0, sim=2; HR: current=0, sim=3; RBI: current=2, sim=6; R: current=1, sim=6; BB: current=0, sim=1; SO: current=7, sim=8; HBP: current=0, sim=1).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaTORCURRENT_PLAYER_MATCH_BOXTOR current finalized hitter lines are model predictions and differ from the simulation box score: Luis Urías: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, R current=0 box=1; George Springer: H current=1 box=0, RBI current=1 box=0, R current=0 box=1, SO current=1 box=2; Vladimir Guerrero Jr.: H current=1 box=0, R current=0 box=1; Ernie Clement: H current=1 box=3, HR current=0 box=2, RBI current=0 box=2, R current=0 box=1; Kazuma Okamoto: H current=1 box=2, 2B current=0 box=1, HR current=0 box=1, RBI current=1 box=4; Alejandro Kirk: H current=1 box=0, SO current=1 box=2; Daulton Varsho: H current=1 box=0; Myles Straw: H current=1 box=0, SO current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml6.1711826324462894.957533359527588Base ML historical model prediction
variance_applied65Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.640Enhanced ML with recent form, H2H, low-score analysis
embedded_savant_run_environment44Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review45Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target45Capped at max 12 realistic runs
simulation_result46Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
STL001012000411
TOR00004110068
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentSTLbatting35900022180000
currentSTLpitching836188.0600
currentTORbatting33800021070000
currentTORpitching1104559.0400
simulationSTLbatting3811100445500
simulationSTLpitching836188.0634123
simulationTORbatting328203661801
simulationTORpitching1104559.0443162
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentSTL2BJJ Wetherholt041000100100.250
currentSTLLFLars Nootbaar041000001100.250
currentSTLDHIván Herrera051000010100.200
currentSTLRFJordan Walker051000110100.200
currentSTL3BBlaze Jordan031000000000.333
currentSTL1BAlec Burleson041000000100.250
currentSTLSSMasyn Winn041000000100.250
currentSTLCFNathan Church031000000100.333
currentSTLCJimmy Crooks031000000100.333
currentTOR2BLuis Urías031000000100.333
currentTORDHGeorge Springer041000010100.250
currentTOR1BVladimir Guerrero Jr.041000000100.250
currentTORSSErnie Clement041000000000.250
currentTOR3BKazuma Okamoto041000110100.250
currentTORCAlejandro Kirk041000000100.250
currentTORCFDaulton Varsho041000000100.250
currentTORRFMyles Straw031000000000.333
currentTORLFDavis Schneider030000000100.000
simulationSTL12BJJ Wetherholt551000000000.200
simulationSTL2RFJordan Walker541000101100.250
simulationSTL31BAlec Burleson553000120000.600
simulationSTL4DHIván Herrera552000110000.400
simulationSTL5LFLars Nootbaar531100112000.333
simulationSTL6SSMasyn Winn541000001100.250
simulationSTL7CFNathan Church551000000100.200
simulationSTL83BBlaze Jordan440000000100.000
simulationSTL9CJimmy Crooks431000001100.333
simulationTOR12BLuis Urías442100100000.500
simulationTOR21BVladimir Guerrero Jr.440000100100.000
simulationTOR33BKazuma Okamoto442101140100.500
simulationTOR4DHGeorge Springer440000100200.000
simulationTOR5CAlejandro Kirk440000000200.000
simulationTOR6CFDaulton Varsho440000000100.000
simulationTOR7SSErnie Clement443002120000.750
simulationTOR8RFMyles Straw330000000100.000
simulationTOR9LFDavis Schneider311000101011.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentSTL1Matthew LiberatoreStarter5.0644062007.205.261.56
currentSTL2George SorianoMiddle Reliever1.2111110005.403.381.15
currentSTL4Riley O'BrienMiddle Reliever1.0111001009.003.501.19
currentSTL6Ryne StanekMiddle Reliever0.1000010000.004.041.39
currentTOR1Max ScherzerStarter4.01144320009.009.491.82
currentTOR3Jeff HoffmanMiddle Reliever1.0000110000.004.021.36
currentTOR4Louis VarlandMiddle Reliever2.1000110000.000.960.96
currentTOR5Tyler RogersMiddle Reliever1.2000010000.001.691.12
simulationSTL1Matthew LiberatoreStarter5.064406221817.205.261.56
simulationSTL2Riley O'BrienMiddle Reliever1.01110014169.003.501.19
simulationSTL3George SorianoMiddle Reliever1.21111107105.403.381.15
simulationSTL4Ryne StanekMiddle Reliever0.10000102160.004.041.39
simulationTOR1Max ScherzerStarter4.0114432026959.009.491.82
simulationTOR2Louis VarlandMiddle Reliever2.10001108280.000.960.96
simulationTOR3Tyler RogersMiddle Reliever1.20000105210.001.691.12
simulationTOR4Jeff HoffmanMiddle Reliever1.00001104180.004.021.36
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
STLMatthew LiberatoreStarter5.046062181
STLGeorge SorianoMiddle Reliever1.21111710
STLRiley O'BrienMiddle Reliever1.01100416
STLRyne StanekMiddle Reliever0.10001216
TORMax ScherzerStarter4.0411322695
TORJeff HoffmanMiddle Reliever1.00011418
TORLouis VarlandMiddle Reliever2.10011828
TORTyler RogersMiddle Reliever1.20001521
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_TEX@HOU

20260802_TEX@HOU.json • 2026-08-02

TEX 4 - HOU 5
PASS

Clean: no problems detected. Risk score: 0.

CRITICAL 0ERROR 0WARN 0PASS 96INFO 7

No action required

No critical, error, or warning findings were detected.

Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=37, sim=31; H: current=10, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; BB: current=2, sim=5; SO: current=9, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jeremy Peña: AB current=5 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Yordan Alvarez: H current=1 box=3, HR current=0 box=1, BB current=1 box=0, SO current=1 box=0; Christian Walker: AB current=4 box=2, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Isaac Paredes: 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Yainer Diaz: AB current=5 box=4, RBI current=1 box=0, SO current=1 box=0; Taylor Trammell: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Cam Smith: H current=1 box=0, SO current=1 box=2; Jose Altuve: AB current=5 box=3, 2B current=0 box=1, RBI current=0 box=2, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=9, sim=8; 2B: current=0, sim=3; HR: current=0, sim=2; RBI: current=2, sim=4; SO: current=8, 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: Joc Pederson: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Brandon Nimmo: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Ezequiel Duran: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Alejandro Osuna: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Wyatt Langford: AB current=5 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Corey Seager: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Evan Carter: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Elias Díaz: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, HR 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.
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match TEX pitching: 5.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match TEX pitching: 7.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match TEX pitching: 4.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=36 matches TEX BF=36.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match HOU pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match HOU pitching: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match HOU pitching: 8.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match HOU pitching: 5.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=36 matches HOU BF=36.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.499/0.682.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TEX 8, HOU 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 4 - HOU 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: HOU.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for HOU; cap=0.56, reasons=recent head-to-head is split and volatile; local prediction memory shows 3 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'HOU', 'opponent_team': 'TEX', 'h2h_net_margin': 14, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 11, 'opponent_runs': 2, 'margin_for_predicted_team': 9, 'winner': 'HOU'}, {'date': '2026-07-12', 'predicted_team_runs': 5, 'opponent_runs': 6, 'margin_for_predicted_team': -1, 'winner': 'TEX'}, {'date': '2026-07-11', 'predicted_team_runs': 9, 'opponent_runs': 3, 'margin_for_predicted_team': 6, 'winner': 'HOU'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'TEX', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'HOU', 'actual_margin': 9, 'raw_pick_probability': 0.53, 'artifact': '20260731_TEX@HOU.json', 'verification': 'pregame_official_final'}, {'date': '20260711', 'away': 'HOU', 'home': 'TEX', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'HOU', 'actual_margin': 6, 'raw_pick_probability': 0.6123620000000001, 'artifact': '20260711_HOU@TEX.json', 'verification': 'pregame_official_final'}, {'date': '20260710', 'away': 'HOU', 'home': 'TEX', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'TEX', 'actual_margin': 4, 'raw_pick_probability': 0.549871, 'artifact': '20260710_HOU@TEX.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'HOU', 'guardrail_opponent_team': 'TEX', 'output_pre_simulation_winner': 'HOU', 'output_opponent_team': 'TEX', 'simulation_score_winner': 'HOU', 'final_score_winner': 'HOU', 'pre_simulation_winner': 'HOU', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TEX 3 - 4 HOU', 'winner': 'HOU'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TEX 4 - 5 HOU', 'winner': 'HOU'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 1, 'home_run_delta': 1, 'total_run_delta': 2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 4, 'home_runs': 5, 'winner': 'HOU', 'model_winner': 'HOU', 'simulation_winner': 'HOU', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0003, 'winner': 'HOU', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_TEX@HOU.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@HOU.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 127.
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: 127.
PASSpitch_countsimulationTEXPITCH_COUNT_PITCHER_MATCHTEX pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTEXPITCH_COUNT_TOTAL_MATCHTEX pitch_count_summary total, row sum, and pitching total all match: 163.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TEX 4 - 5 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 4 - 5 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: HOU wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=HOU, simulation=HOU, published=HOU.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/10 (0.900).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: HOU wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: HOU wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: HOU wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 5/10 = 0.500.
Passed checks
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
PASSbattingcurrentHOUBATTING_REALISMcurrent:HOU hitter lines pass basic baseball constraints.
PASSbattingcurrentTEXBATTING_REALISMcurrent:TEX hitter lines pass basic baseball constraints.
PASSbattingsimulationHOUBATTING_REALISMsimulation:HOU hitter lines pass basic baseball constraints.
PASSbattingsimulationTEXBATTING_REALISMsimulation:TEX hitter lines pass basic baseball constraints.
PASSbatting_totalscurrentHOUBATTING_TOTALS_SUMcurrent:HOU batting totals equal summed player lines.
PASSbatting_totalscurrentTEXBATTING_TOTALS_SUMcurrent:TEX batting totals equal summed player lines.
PASSbatting_totalssimulationHOUBATTING_TOTALS_SUMsimulation:HOU batting totals equal summed player lines.
PASSbatting_totalssimulationTEXBATTING_TOTALS_SUMsimulation:TEX batting totals equal summed player lines.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_BB_MATCHsimulation:HOU batting walks match TEX pitching: 5.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_HR_MATCHsimulation:HOU batting home runs match TEX pitching: 1.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_H_MATCHsimulation:HOU batting hits match TEX pitching: 7.
PASSboxscore_crosschecksimulationHOUBAT_PITCH_SO_MATCHsimulation:HOU batting strikeouts match TEX pitching: 4.
PASSboxscore_crosschecksimulationHOUPA_BF_MATCHsimulation:HOU PA=36 matches TEX BF=36.
PASSboxscore_crosschecksimulationHOURUNS_MATCH_FINALsimulation:HOU runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_BB_MATCHsimulation:TEX batting walks match HOU pitching: 1.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_HR_MATCHsimulation:TEX batting home runs match HOU pitching: 2.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_H_MATCHsimulation:TEX batting hits match HOU pitching: 8.
PASSboxscore_crosschecksimulationTEXBAT_PITCH_SO_MATCHsimulation:TEX batting strikeouts match HOU pitching: 5.
PASSboxscore_crosschecksimulationTEXPA_BF_MATCHsimulation:TEX PA=36 matches HOU BF=36.
PASSboxscore_crosschecksimulationTEXRUNS_MATCH_FINALsimulation:TEX runs match final score and opposing pitching runs: 4.
PASScross_schemacross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU current pitcher projected totals match final simulation pitching box score.
PASScross_schemacross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX current pitcher projected totals match final simulation pitching box score.
PASScurrent_payloadcurrentHOUCURRENT_LINEUP_SHAPEHOU current lineup has 9 expected positions.
PASScurrent_payloadcurrentHOUCURRENT_MODEL_ZERO_FALLBACKHOU current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentHOUCURRENT_NAMES_PRESENTHOU current hitter names are populated.
PASScurrent_payloadcurrentHOUCURRENT_PREDICTIONS_MATCH_FINALIZEDHOU hitter predictions mirror finalized stats.
PASScurrent_payloadcurrentTEXCURRENT_LINEUP_SHAPETEX current lineup has 9 expected positions.
PASScurrent_payloadcurrentTEXCURRENT_MODEL_ZERO_FALLBACKTEX current model fallback usage is limited: 0/9 hitters.
PASScurrent_payloadcurrentTEXCURRENT_NAMES_PRESENTTEX current hitter names are populated.
PASScurrent_payloadcurrentTEXCURRENT_PREDICTIONS_MATCH_FINALIZEDTEX hitter predictions mirror finalized stats.
PASSdata_leakageH2H_DATA_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.440.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.560.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.560.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 9 is reasonably close to low-score expected_total_runs 9.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.499/0.682.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
PASSinningsINNINGS_COUNTinning_by_inning_summary contains 9 innings.
PASSinningsINNING_OUTSInning 9 home marked not_played with empty stats.
PASSinningsINNING_PLAY_SUMSDetailed play totals match every half-inning line.
PASSinningsINNING_SEQUENCEInning numbers are sequential.
PASSinningsINNING_TOTAL_HITSInning hits match batting totals: TEX 8, HOU 7.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: TEX 4 - HOU 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: HOU.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for HOU; cap=0.56, reasons=recent head-to-head is split and volatile; local prediction memory shows 3 straight prior same-side picks; a prior same-side pick already missed against the actual result.{'applied': True, 'confidence_cap': 0.56, 'winner_flipped': False, 'reasons': ['recent head-to-head is split and volatile', 'local prediction memory shows 3 straight prior same-side picks', 'a prior same-side pick already missed against the actual result'], 'signals': {'predicted_team': 'HOU', 'opponent_team': 'TEX', 'h2h_net_margin': 14, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': True, 'recent_h2h': [{'date': '2026-07-31', 'predicted_team_runs': 11, 'opponent_runs': 2, 'margin_for_predicted_team': 9, 'winner': 'HOU'}, {'date': '2026-07-12', 'predicted_team_runs': 5, 'opponent_runs': 6, 'margin_for_predicted_team': -1, 'winner': 'TEX'}, {'date': '2026-07-11', 'predicted_team_runs': 9, 'opponent_runs': 3, 'margin_for_predicted_team': 6, 'winner': 'HOU'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 1, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260731', 'away': 'TEX', 'home': 'HOU', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'HOU', 'actual_margin': 9, 'raw_pick_probability': 0.53, 'artifact': '20260731_TEX@HOU.json', 'verification': 'pregame_official_final'}, {'date': '20260711', 'away': 'HOU', 'home': 'TEX', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'HOU', 'actual_margin': 6, 'raw_pick_probability': 0.6123620000000001, 'artifact': '20260711_HOU@TEX.json', 'verification': 'pregame_official_final'}, {'date': '20260710', 'away': 'HOU', 'home': 'TEX', 'game_number': 1, 'predicted_team': 'HOU', 'actual_winner': 'TEX', 'actual_margin': 4, 'raw_pick_probability': 0.549871, 'artifact': '20260710_HOU@TEX.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'HOU', 'guardrail_opponent_team': 'TEX', 'output_pre_simulation_winner': 'HOU', 'output_opponent_team': 'TEX', 'simulation_score_winner': 'HOU', 'final_score_winner': 'HOU', 'pre_simulation_winner': 'HOU', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'TEX 3 - 4 HOU', 'winner': 'HOU'}, 'final_simulation_score': {'away_runs': 4, 'home_runs': 5, 'score_text': 'TEX 4 - 5 HOU', 'winner': 'HOU'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': 1, 'home_run_delta': 1, 'total_run_delta': 2, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 4, 'home_runs': 5, 'winner': 'HOU', 'model_winner': 'HOU', 'simulation_winner': 'HOU', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 4, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 1, 'winner_quality_edge': 0.0003, 'winner': 'HOU', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_TEX@HOU.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: TEX@HOU.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 127.
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: 127.
PASSpitch_countsimulationTEXPITCH_COUNT_PITCHER_MATCHTEX pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationTEXPITCH_COUNT_TOTAL_MATCHTEX pitch_count_summary total, row sum, and pitching total all match: 163.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentHOUPITCHING_REALISMcurrent:HOU pitcher lines pass basic baseball constraints.
PASSpitchingcurrentHOUSTARTER_PRESENTcurrent:HOU includes a starter/opener role.
PASSpitchingcurrentTEXPITCHING_REALISMcurrent:TEX pitcher lines pass basic baseball constraints.
PASSpitchingcurrentTEXSTARTER_PRESENTcurrent:TEX includes a starter/opener role.
PASSpitchingsimulationHOUPITCHING_REALISMsimulation:HOU pitcher lines pass basic baseball constraints.
PASSpitchingsimulationHOUSTARTER_PRESENTsimulation:HOU includes a starter/opener role.
PASSpitchingsimulationTEXPITCHING_REALISMsimulation:TEX pitcher lines pass basic baseball constraints.
PASSpitchingsimulationTEXSTARTER_PRESENTsimulation:TEX includes a starter/opener role.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalscurrentHOUPITCHING_TOTALS_SUMcurrent:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalscurrentTEXPITCHING_TOTALS_SUMcurrent:TEX pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching IP total matches pitcher sum: 9.0.
PASSpitching_totalssimulationHOUPITCHING_TOTALS_SUMsimulation:HOU pitching totals equal summed pitcher lines for available fields.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching IP total matches pitcher sum: 8.0.
PASSpitching_totalssimulationTEXPITCHING_TOTALS_SUMsimulation:TEX pitching totals equal summed pitcher lines for available fields.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHEnhanced AI score matches enhanced target: TEX 4 - 5 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: TEX 4 - 5 HOU.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: HOU wins 5-4.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=HOU, simulation=HOU, published=HOU.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.560.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 5/10 (0.500).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 9/10 (0.900).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: HOU wins 5-4.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: HOU wins 4-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 4-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 4-5, final 4-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 9.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: HOU wins 5-4.
PASSscorecross-schemaCURRENT_SCORE_MATCHES_SIMgame.predicted_runs preserves the pre-simulation model target; game.simulation_runs carries scoring_simulation.final_score.New contract: predicted_runs may differ, simulation_runs must match scoring_simulation.final_score.
PASSteam_recent_performancecurrentHOURECENT_FORM_RANGEHOU recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentHOUTEAM_RECENT_RECORDHOU wins and win_pct agree: 8/10 = 0.800.
PASSteam_recent_performancecurrentTEXRECENT_FORM_RANGETEX recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentTEXTEAM_RECENT_RECORDTEX wins and win_pct agree: 5/10 = 0.500.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentHOUCURRENT_PITCHER_DUPLICATIONHOU pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_payloadcurrentTEXCURRENT_PITCHER_DUPLICATIONTEX pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_FINALIZED_MATCH_BOXHOU model-prediction batting totals differ from final simulation box score (AB: current=37, sim=31; H: current=10, sim=7; 2B: current=0, sim=3; HR: current=0, sim=1; BB: current=2, sim=5; SO: current=9, sim=4).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaHOUCURRENT_PLAYER_MATCH_BOXHOU current finalized hitter lines are model predictions and differ from the simulation box score: Jeremy Peña: AB current=5 box=4, H current=2 box=1, 2B current=0 box=1, RBI current=1 box=0; Yordan Alvarez: H current=1 box=3, HR current=0 box=1, BB current=1 box=0, SO current=1 box=0; Christian Walker: AB current=4 box=2, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Isaac Paredes: 2B current=0 box=1, RBI current=1 box=2, R current=0 box=1, SO current=1 box=0; Yainer Diaz: AB current=5 box=4, RBI current=1 box=0, SO current=1 box=0; Taylor Trammell: H current=1 box=0, BB current=0 box=1, SO current=1 box=0; Cam Smith: H current=1 box=0, SO current=1 box=2; Jose Altuve: AB current=5 box=3, 2B current=0 box=1, RBI current=0 box=2, BB current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaTEXCURRENT_FINALIZED_MATCH_BOXTEX model-prediction batting totals differ from final simulation box score (AB: current=32, sim=35; H: current=9, sim=8; 2B: current=0, sim=3; HR: current=0, sim=2; RBI: current=2, sim=4; SO: current=8, 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: Joc Pederson: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Brandon Nimmo: H current=1 box=2, 2B current=0 box=1, R current=0 box=1, SO current=1 box=0; Ezequiel Duran: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Alejandro Osuna: AB current=3 box=4, 2B current=0 box=1, RBI current=0 box=1, R current=0 box=1; Wyatt Langford: AB current=5 box=4, H current=1 box=2, HR current=0 box=1, RBI current=0 box=1; Corey Seager: H current=1 box=0, R current=1 box=0, BB current=1 box=0; Evan Carter: AB current=3 box=4, H current=1 box=0, SO current=1 box=2; Elias Díaz: AB current=3 box=4, H current=1 box=2, 2B current=0 box=1, HR current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.1719694137573244.856433391571045Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.560Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result45Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
TEX00000100348
HOU12001100057
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentTEXbatting32900024180000
currentTEXpitching715548.0500
currentHOUbatting371000055290000
currentHOUpitching824159.0400
simulationTEXbatting358302441500
simulationTEXpitching715548.0536163
simulationHOUbatting317301555400
simulationHOUpitching824159.0436127
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentTEX1BJoc Pederson031000110100.333
currentTEXDHBrandon Nimmo041000000100.250
currentTEX3BEzequiel Duran041000110100.250
currentTEXRFAlejandro Osuna031000000100.333
currentTEXLFWyatt Langford051000100100.200
currentTEXSSCorey Seager041000101100.250
currentTEXCFEvan Carter031000000100.333
currentTEXCElias Díaz031000000100.333
currentTEX2BNicky Lopez031000000000.333
currentHOUSSJeremy Peña052000110100.400
currentHOUDHYordan Alvarez041000111100.250
currentHOU1BChristian Walker041000110100.250
currentHOU3BIsaac Paredes041000010100.250
currentHOUCYainer Diaz051000110100.200
currentHOUCFTaylor Trammell031000000100.333
currentHOURFCam Smith041000000100.250
currentHOU2BJose Altuve051000100100.200
currentHOULFLaMonte Wade Jr.031000001100.333
simulationTEX11BJoc Pederson440000000100.000
simulationTEX2LFWyatt Langford442001110000.500
simulationTEX3SSCorey Seager440000000100.000
simulationTEX4DHBrandon Nimmo442100100000.500
simulationTEX5CFEvan Carter440000000200.000
simulationTEX63BEzequiel Duran430000001000.000
simulationTEX7RFAlejandro Osuna441100110100.250
simulationTEX8CElias Díaz442101120000.500
simulationTEX92BNicky Lopez441000000000.250
simulationHOU1SSJeremy Peña441100100100.250
simulationHOU2DHYordan Alvarez443001110000.750
simulationHOU33BIsaac Paredes441100120000.250
simulationHOU41BChristian Walker420000002100.000
simulationHOU5CYainer Diaz441000100000.250
simulationHOU62BJose Altuve431100121000.333
simulationHOU7CFTaylor Trammell430000001000.000
simulationHOU8RFCam Smith440000000200.000
simulationHOU9LFLaMonte Wade Jr.430000001000.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentTEX1Kumar RockerStarter5.1533440005.064.031.29
currentTEX2Jacob LatzMiddle Reliever1.0111100009.001.260.58
currentTEX3Peyton GrayMiddle Reliever1.0111001009.003.481.21
currentTEX4Tyler AlexanderMiddle Reliever0.2000000000.003.131.33
currentTEX5Cole WinnMiddle Reliever0.0000000005.941.35
currentHOU1Peter LambertStarter5.2411151001.593.061.15
currentHOU2Bryan AbreuMiddle Reliever1.13330010020.254.741.45
currentHOU3Josh HaderMiddle Reliever1.0000000000.000.820.77
currentHOU4Steven OkertMiddle Reliever1.0100000000.002.190.84
simulationTEX1Kumar RockerStarter5.153344025985.064.031.29
simulationTEX2Jacob LatzMiddle Reliever1.01111005199.001.260.58
simulationTEX3Peyton GrayMiddle Reliever1.01110014189.003.481.21
simulationTEX4Tyler AlexanderMiddle Reliever0.20000002150.003.131.33
simulationTEX5Cole WinnMiddle Reliever0.00000000135.941.35
simulationHOU1Peter LambertStarter5.241115122951.593.061.15
simulationHOU2Josh HaderMiddle Reliever1.00000003140.000.820.77
simulationHOU3Steven OkertMiddle Reliever1.01000004110.002.190.84
simulationHOU4Bryan AbreuMiddle Reliever1.13330017720.254.741.45
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
TEXKumar RockerStarter5.135442598
TEXJacob LatzMiddle Reliever1.01110519
TEXPeyton GrayMiddle Reliever1.01100418
TEXTyler AlexanderMiddle Reliever0.20000215
TEXCole WinnMiddle Reliever0.00000013
HOUPeter LambertStarter5.214152295
HOUBryan AbreuMiddle Reliever1.1330077
HOUJosh HaderMiddle Reliever1.00000314
HOUSteven OkertMiddle Reliever1.00100411
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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.

20260802_WAS@ATL

20260802_WAS@ATL.json • 2026-08-02

WAS 1 - ATL 5
ERROR

Final simulation is close, but errors remain. Risk score: 50.

CRITICAL 0ERROR 1WARN 1PASS 94INFO 7
Action summary - what to fix first
LevelProblem group / fixCountTeamsExample
ERRORPitcher role labeling
The final pitching box score has no pitcher marked Starter/Opener. Mark the first pitcher as Starter when appropriate.
0C / 1E / 1WATLcurrent:ATL has no starter/opener role in the pitcher list.
simulation:ATL has no starter/opener role in the pitcher list.
Problems table - exact rows
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
ERRORpitchingcurrentATLSTARTER_PRESENTcurrent:ATL has no starter/opener role in the pitcher list.
WARNpitchingsimulationATLSTARTER_PRESENTsimulation:ATL has no starter/opener role in the pitcher list.
All findings - complete audit trail
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
ERRORpitchingcurrentATLSTARTER_PRESENTcurrent:ATL has no starter/opener role in the pitcher list.
WARNpitchingsimulationATLSTARTER_PRESENTsimulation:ATL has no starter/opener role in the pitcher list.
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=35, sim=29; H: current=9, sim=6; 3B: current=0, sim=1; HR: current=0, sim=1; BB: current=1, sim=3; SO: current=9, sim=6; SF: current=0, sim=1; 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-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Michael Harris II: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Drake Baldwin: AB current=5 box=4, H current=1 box=2, RBI current=1 box=0; Ronald Acuña Jr.: AB current=4 box=3, 3B current=0 box=1, RBI current=0 box=2, SO current=1 box=0; Matt Olson: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ozzie Albies: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Mike Yastrzemski: R current=0 box=1, SO current=1 box=0; Austin Riley: H current=1 box=0, SO current=2 box=1; Dominic Smith: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=9, sim=3; HR: current=0, sim=1; RBI: current=4, sim=1; R: current=3, sim=1; BB: current=2, sim=3; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Andrés Chaparro: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Dylan Crews: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Jacob Young: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; CJ Abrams: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Brady House: H current=1 box=0, SO current=1 box=0; James Wood: AB current=5 box=4, H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Nasim Nuñez: H current=1 box=0, SO current=1 box=2; Luis García Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
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: 3.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match WAS pitching: 6.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match WAS pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=34 matches WAS BF=34.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match ATL pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match ATL pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match ATL pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match ATL pitching: 10.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=33 matches ATL BF=33.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 1.
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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.499/0.682.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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 3, ATL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: WAS 1 - ATL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ATL; cap=0.58, reasons=local prediction memory shows 3 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 3 straight prior same-side picks'], 'signals': {'predicted_team': 'ATL', 'opponent_team': 'WAS', 'h2h_net_margin': 10, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-08-01', 'predicted_team_runs': 8, 'opponent_runs': 3, 'margin_for_predicted_team': 5, 'winner': 'ATL'}, {'date': '2026-07-31', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'ATL'}, {'date': '2026-07-30', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'ATL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260801', 'away': 'WAS', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 5, 'raw_pick_probability': 0.58, 'artifact': '20260801_WAS@ATL.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'WAS', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260731_WAS@ATL.json', 'verification': 'pregame_official_final'}, {'date': '20260730', 'away': 'WAS', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 1, 'raw_pick_probability': 0.6, 'artifact': '20260730_WAS@ATL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'ATL', 'guardrail_opponent_team': 'WAS', 'output_pre_simulation_winner': 'ATL', 'output_opponent_team': 'WAS', 'simulation_score_winner': 'ATL', 'final_score_winner': 'ATL', 'pre_simulation_winner': 'ATL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'WAS 3 - 4 ATL', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 1, 'home_runs': 5, 'score_text': 'WAS 1 - 5 ATL', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': -2, 'home_run_delta': 1, 'total_run_delta': -1, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 1, 'home_runs': 5, 'winner': 'ATL', 'model_winner': 'ATL', 'simulation_winner': 'ATL', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 1, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 4, 'winner_quality_edge': 0.8884, 'winner': 'ATL', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_WAS@ATL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: WAS@ATL.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 136.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 134.
PASSpitch_countsimulationATLPITCH_COUNT_PITCHER_MATCHATL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationATLPITCH_COUNT_TOTAL_MATCHATL pitch_count_summary total, row sum, and pitching total all match: 134.
PASSpitch_countsimulationWASPITCH_COUNT_PITCHER_MATCHWAS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationWASPITCH_COUNT_TOTAL_MATCHWAS pitch_count_summary total, row sum, and pitching total all match: 136.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
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.
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 1 - 5 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: WAS 1 - 5 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ATL, simulation=ATL, published=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ATL wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 1-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL 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_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 4/10 = 0.400.
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: 3.
PASSboxscore_crosschecksimulationATLBAT_PITCH_HR_MATCHsimulation:ATL batting home runs match WAS pitching: 1.
PASSboxscore_crosschecksimulationATLBAT_PITCH_H_MATCHsimulation:ATL batting hits match WAS pitching: 6.
PASSboxscore_crosschecksimulationATLBAT_PITCH_SO_MATCHsimulation:ATL batting strikeouts match WAS pitching: 6.
PASSboxscore_crosschecksimulationATLPA_BF_MATCHsimulation:ATL PA=34 matches WAS BF=34.
PASSboxscore_crosschecksimulationATLRUNS_MATCH_FINALsimulation:ATL runs match final score and opposing pitching runs: 5.
PASSboxscore_crosschecksimulationWASBAT_PITCH_BB_MATCHsimulation:WAS batting walks match ATL pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_HR_MATCHsimulation:WAS batting home runs match ATL pitching: 1.
PASSboxscore_crosschecksimulationWASBAT_PITCH_H_MATCHsimulation:WAS batting hits match ATL pitching: 3.
PASSboxscore_crosschecksimulationWASBAT_PITCH_SO_MATCHsimulation:WAS batting strikeouts match ATL pitching: 10.
PASSboxscore_crosschecksimulationWASPA_BF_MATCHsimulation:WAS PA=33 matches ATL BF=33.
PASSboxscore_crosschecksimulationWASRUNS_MATCH_FINALsimulation:WAS runs match final score and opposing pitching runs: 1.
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_LEAKAGEAll head-to-head rows are dated before the prediction game date.
PASSenhanced_predictionCONFIDENCE_RANGEHome + away win probabilities sum to approximately 1.0.
PASSenhanced_predictionCONFIDENCE_RANGEaway_win_probability is in [0,1]: 0.420.
PASSenhanced_predictionCONFIDENCE_RANGEconfidence is in [0,1]: 0.580.
PASSenhanced_predictionCONFIDENCE_RANGEhome_win_probability is in [0,1]: 0.580.
PASSenhanced_predictionLOW_SCORE_ANALYSISFinal total runs 6 is reasonably close to low-score expected_total_runs 6.0.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score analysis factors are non-negative.
PASSenhanced_predictionLOW_SCORE_ANALYSISLow-score probability/confidence are valid: 0.499/0.682.
PASSfinal_decisionFINAL_DECISION_POLICYFinal decision policy preserved model ownership of the winner.
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 3, ATL 6.
PASSinningsINNING_TOTAL_RUNSInning runs sum to final score: WAS 1 - ATL 5.
PASSmatchup_recencyGUARDRAIL_FINAL_WINNER_SYNCGuardrail predicted_team matches final predicted winner: ATL.
PASSmatchup_recencyMATCHUP_RECENCY_GUARDRAILMatchup recency guardrail applied for ATL; cap=0.58, reasons=local prediction memory shows 3 straight prior same-side picks.{'applied': True, 'confidence_cap': 0.58, 'winner_flipped': False, 'reasons': ['local prediction memory shows 3 straight prior same-side picks'], 'signals': {'predicted_team': 'ATL', 'opponent_team': 'WAS', 'h2h_net_margin': 10, 'opponent_breakout': False, 'opponent_blowout_win': False, 'split_recent_h2h': False, 'recent_h2h': [{'date': '2026-08-01', 'predicted_team_runs': 8, 'opponent_runs': 3, 'margin_for_predicted_team': 5, 'winner': 'ATL'}, {'date': '2026-07-31', 'predicted_team_runs': 6, 'opponent_runs': 2, 'margin_for_predicted_team': 4, 'winner': 'ATL'}, {'date': '2026-07-30', 'predicted_team_runs': 5, 'opponent_runs': 4, 'margin_for_predicted_team': 1, 'winner': 'ATL'}], 'prediction_memory': {'available': True, 'reason': 'verified_prior_matchup_predictions_available', 'verification_policy': 'pregame_artifact_matched_to_one_official_final', 'verified_outcome_count': 3, 'consecutive_same_pick_count': 3, 'same_pick_actual_loss_count': 0, 'same_pick_blowout_loss_count': 0, 'prior_predictions': [{'date': '20260801', 'away': 'WAS', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 5, 'raw_pick_probability': 0.58, 'artifact': '20260801_WAS@ATL.json', 'verification': 'pregame_official_final'}, {'date': '20260731', 'away': 'WAS', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 4, 'raw_pick_probability': 0.53, 'artifact': '20260731_WAS@ATL.json', 'verification': 'pregame_official_final'}, {'date': '20260730', 'away': 'WAS', 'home': 'ATL', 'game_number': 1, 'predicted_team': 'ATL', 'actual_winner': 'ATL', 'actual_margin': 1, 'raw_pick_probability': 0.6, 'artifact': '20260730_WAS@ATL.json', 'verification': 'pregame_official_final'}]}, 'guardrail_predicted_team': 'ATL', 'guardrail_opponent_team': 'WAS', 'output_pre_simulation_winner': 'ATL', 'output_opponent_team': 'WAS', 'simulation_score_winner': 'ATL', 'final_score_winner': 'ATL', 'pre_simulation_winner': 'ATL', 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False}, 'hard_flip_suppressed': False, 'final_prediction_sync': {'pre_simulation_score': {'away_runs': 3, 'home_runs': 4, 'score_text': 'WAS 3 - 4 ATL', 'winner': 'ATL'}, 'final_simulation_score': {'away_runs': 1, 'home_runs': 5, 'score_text': 'WAS 1 - 5 ATL', 'winner': 'ATL'}, 'winner_flipped_by_simulation': False, 'simulation_would_flip_winner': False, 'simulation_winner_agrees': True, 'away_run_delta': -2, 'home_run_delta': 1, 'total_run_delta': -1, 'score_source': 'scoring_simulation.final_score', 'simulation_usage': 'organic_score_same_winner', 'final_prediction_source': 'stable_final_prediction_policy', 'final_decision_policy': {'policy_version': 'model_winner_simulation_score_v1', 'away_runs': 1, 'home_runs': 5, 'winner': 'ATL', 'model_winner': 'ATL', 'simulation_winner': 'ATL', 'simulation_winner_agrees': True, 'simulation_usage': 'organic_score_same_winner', 'score_source': 'scoring_simulation.final_score', 'model_score': {'away_runs': 3, 'home_runs': 4}, 'simulation_score': {'away_runs': 1, 'home_runs': 5}}, 'final_margin_quality_review': {'review_required': False, 'pre_margin': 1, 'final_margin': 4, 'winner_quality_edge': 0.8884, 'winner': 'ATL', 'reason': 'final margin is directionally supported or within review threshold'}}}
PASSmetadataDATE_PARSEDate is valid ISO format: 2026-08-02.
PASSmetadataFILENAME_GAME_ID_MATCHFilename matches game_id: 20260802_WAS@ATL.
PASSmetadataFILENAME_TEAM_MATCHFilename teams match JSON teams: WAS@ATL.
PASSpipelinePIPELINE_VERSIONPrediction pipeline version is current: enhanced_game_prediction_v3.
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: 136.
PASSpitch_countPITCH_COUNT_TOTAL_MATCHhome pitcher pitch-by-pitch count matches pitch_count_summary total: 134.
PASSpitch_countsimulationATLPITCH_COUNT_PITCHER_MATCHATL pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationATLPITCH_COUNT_TOTAL_MATCHATL pitch_count_summary total, row sum, and pitching total all match: 134.
PASSpitch_countsimulationWASPITCH_COUNT_PITCHER_MATCHWAS pitch_count_summary pitcher rows match pitching box score.
PASSpitch_countsimulationWASPITCH_COUNT_TOTAL_MATCHWAS pitch_count_summary total, row sum, and pitching total all match: 136.
PASSpitcher_opponent_strengthPITCHER_OPPONENT_STRENGTH_BOUNDSPitcher-opponent adjustment stayed inside supported bounds.
PASSpitchingcurrentATLPITCHING_REALISMcurrent:ATL pitcher lines pass basic baseball constraints.
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.
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 1 - 5 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation score matches final score: WAS 1 - 5 ATL.
PASSprediction_comparisonPREDICTION_COMPARISON_MATCHInning simulation winner matches final score: ATL wins 5-1.
PASSprediction_comparisonSIMULATION_WINNER_FLIP_TRACESimulation decision is explicit: model=ATL, simulation=ATL, published=ATL.
PASSprobabilityCONFIDENCE_RANGEEnhanced target confidence is in range: 0.580.
PASSrecent_formRECENT_FORM_RANGEaway recent_form record is coherent: 4/10 (0.400).
PASSrecent_formRECENT_FORM_RANGEhome recent_form record is coherent: 7/10 (0.700).
PASSreportREPORT_COMPLETEAll findings, passes, warnings, errors, and critical issues are rendered in the single HTML report.
PASSschemaSCHEMA_ROOTS_PRESENTBoth major schemas are present: game, scoring_simulation, game_summary, prediction_comparison.
PASSscoreGAME_SUMMARY_MATCHgame_summary is consistent: ATL wins 5-1.
PASSscoreSCORE_NO_TIEFinal score has a clear winner: ATL wins 1-5.
PASSscoreSCORE_STEP_FINAL_MATCHsimulation_result step matches final score: 1-5.
PASSscoreSCORE_STEP_ORDERScore evolution contains the expected ordered steps.
PASSscoreTARGET_SCORE_DRIFTFinal score is close to enhanced target: target 1-5, final 1-5 (delta 0).
PASSscoreTOTAL_RUNS_MATCHtotal_runs field matches final score total: 6.
PASSscoreWINNER_FIELD_MATCHwinner field is consistent: ATL 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_performancecurrentATLRECENT_FORM_RANGEATL recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentATLTEAM_RECENT_RECORDATL wins and win_pct agree: 6/10 = 0.600.
PASSteam_recent_performancecurrentWASRECENT_FORM_RANGEWAS recent hitting/pitching rates are in valid ranges.
PASSteam_recent_performancecurrentWASTEAM_RECENT_RECORDWAS wins and win_pct agree: 4/10 = 0.400.
Info/context findings
SeverityCategorySourceTeamPlayerRuleMessageValueExpected
INFOcurrent_payloadcurrentATLCURRENT_PITCHER_DUPLICATIONATL pitcher list appears in both predicted_performance.pitchers and player_predictions_by_position.pitchers; IDs match and were de-duplicated in this audit.
INFOcurrent_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=35, sim=29; H: current=9, sim=6; 3B: current=0, sim=1; HR: current=0, sim=1; BB: current=1, sim=3; SO: current=9, sim=6; SF: current=0, sim=1; 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-schemaATLCURRENT_PLAYER_MATCH_BOXATL current finalized hitter lines are model predictions and differ from the simulation box score: Michael Harris II: AB current=5 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Drake Baldwin: AB current=5 box=4, H current=1 box=2, RBI current=1 box=0; Ronald Acuña Jr.: AB current=4 box=3, 3B current=0 box=1, RBI current=0 box=2, SO current=1 box=0; Matt Olson: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Ozzie Albies: AB current=4 box=3, H current=1 box=0, BB current=0 box=1, SO current=1 box=2; Mike Yastrzemski: R current=0 box=1, SO current=1 box=0; Austin Riley: H current=1 box=0, SO current=2 box=1; Dominic Smith: H current=1 box=2, HR current=0 box=1, RBI current=1 box=2, R current=0 box=1New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOcurrent_vs_finalcross-schemaWASCURRENT_FINALIZED_MATCH_BOXWAS model-prediction batting totals differ from final simulation box score (AB: current=33, sim=30; H: current=9, sim=3; HR: current=0, sim=1; RBI: current=4, sim=1; R: current=3, sim=1; BB: current=2, sim=3; SO: current=8, sim=10).New contract: model prediction totals may differ from scoring_simulation; simulation_stats_source links the simulation box score.
INFOcurrent_vs_finalcross-schemaWASCURRENT_PLAYER_MATCH_BOXWAS current finalized hitter lines are model predictions and differ from the simulation box score: Andrés Chaparro: AB current=3 box=4, H current=1 box=0, RBI current=1 box=0, SO current=1 box=0; Dylan Crews: AB current=4 box=3, H current=1 box=0, R current=1 box=0, BB current=0 box=1; Jacob Young: HR current=0 box=1, RBI current=0 box=1, R current=0 box=1, BB current=0 box=1; CJ Abrams: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, R current=1 box=0; Brady House: H current=1 box=0, SO current=1 box=0; James Wood: AB current=5 box=4, H current=1 box=2, RBI current=1 box=0, R current=1 box=0; Nasim Nuñez: H current=1 box=0, SO current=1 box=2; Luis García Jr.: AB current=4 box=3, H current=1 box=0, RBI current=1 box=0, SO current=1 box=3New contract: compare model predictions separately; simulation_box_score_stats/scoring_simulation hold the simulation draw.
INFOscore_reconciliationRECONCILIATION_PROPAGATIONNo score_target_reconciliation step was used for this game.
Score evolution
stepaway_runshome_runsconfidencedescription
historical_ml4.350294113159185.289968013763428Base ML historical model prediction
variance_applied45Deterministic baseline target (variance factor 1.0)
enhanced_prediction340.580Enhanced ML with recent form, H2H, low-score analysis (confidence capped by matchup guardrail)
embedded_savant_run_environment34Target score adjusted by temporal Savant lineup quality versus opposing starter quality
fundamental_edge_target_review34Refreshed score target and win probability after Savant/pitcher/team-strength adjustments
capped_target34Capped at max 12 realistic runs
simulation_result15Final inning-by-inning simulation result
Inning-by-inning linescore
team123456789RH
WAS01000000013
ATL00003002056
Team totals - current + final simulation
srcteamtypePAABH2B3BHRRBIRBBSOSFHBPSBCSIPERBFPitches
currentWASbatting33900043280000
currentWASpitching615368.0500
currentATLbatting35900055190000
currentATLpitching3113109.0100
simulationWASbatting3030011131000
simulationWASpitching615368.0534136
simulationATLbatting296011553611
simulationATLpitching3113109.0133134
Batting lines - current + final simulation
srcteamorderposnamePAABH2B3BHRRRBIBBSOHBPAVG
currentWASDHAndrés Chaparro031000010100.333
currentWASLFDylan Crews041000100100.250
currentWASCFJacob Young031000000100.333
currentWASSSCJ Abrams041000111100.250
currentWAS3BBrady House041000000100.250
currentWASRFJames Wood051000111100.200
currentWAS2BNasim Nuñez031000000100.333
currentWAS1BLuis García Jr.041000010100.250
currentWASCKeibert Ruiz031000000000.333
currentATLCFMichael Harris II051000110100.200
currentATLCDrake Baldwin051000110100.200
currentATLRFRonald Acuña Jr.041000101100.250
currentATL1BMatt Olson041000110100.250
currentATL2BOzzie Albies041000110100.250
currentATLLFMike Yastrzemski031000000100.333
currentATL3BAustin Riley041000000200.250
currentATLDHDominic Smith031000010000.333
currentATLSSJim Jarvis031000000100.333
simulationWAS1RFJames Wood442000000000.500
simulationWAS2DHAndrés Chaparro440000000000.000
simulationWAS3LFDylan Crews430000001200.000
simulationWAS4SSCJ Abrams430000001100.000
simulationWAS53BBrady House440000000000.000
simulationWAS6CFJacob Young431001111200.333
simulationWAS72BNasim Nuñez330000000200.000
simulationWAS81BLuis García Jr.330000000300.000
simulationWAS9CKeibert Ruiz330000000000.000
simulationATL1CDrake Baldwin442000100100.500
simulationATL2RFRonald Acuña Jr.431010121000.333
simulationATL31BMatt Olson430000000110.000
simulationATL4CFMichael Harris II430000001000.000
simulationATL52BOzzie Albies430000111200.000
simulationATL6DHDominic Smith432001120000.667
simulationATL73BAustin Riley440000000100.000
simulationATL8LFMike Yastrzemski331000100000.333
simulationATL9SSJim Jarvis330000000100.000
Pitching lines - current + final simulation
srcteamordernameroleIPHRERBBSOHRBFPitchessim_ERAseason_ERAseason_WHIP
currentWAS1Cade CavalliStarter5.1533141005.063.551.29
currentWAS2Clayton BeeterMiddle Reliever2.0000020000.003.031.16
currentWAS5Orlando RibaltaMiddle Reliever0.21222000027.003.691.23
currentATL2Dylan DoddMiddle Reliever1.0000110000.002.200.83
currentATL3Dylan LeeMiddle Reliever1.0111021009.002.160.72
currentATL4Raisel IglesiasMiddle Reliever1.0100010000.002.311.05
currentATL5Didier FuentesMiddle Reliever1.0000000000.002.601.18
currentATL6Tyler KinleyMiddle Reliever1.0000010000.004.231.25
currentATL7Victor MederosReliever1.1000010000.00
currentATL8Reynaldo LópezReliever0.2000120000.00
currentATL9Elieser HernándezReliever2.0100120000.00
simulationWAS1Cade CavalliStarter5.153314123925.063.551.29
simulationWAS2Clayton BeeterMiddle Reliever2.00000206250.003.031.16
simulationWAS3Orlando RibaltaMiddle Reliever0.212220051927.003.691.23
simulationATL1Raisel IglesiasMiddle Reliever1.01000104160.002.311.05
simulationATL2Dylan LeeMiddle Reliever1.01110214189.002.160.72
simulationATL3Didier FuentesMiddle Reliever1.00000003210.002.601.18
simulationATL4Tyler KinleyMiddle Reliever1.00000103130.004.231.25
simulationATL5Dylan DoddMiddle Reliever1.00001104170.002.200.83
simulationATL6Victor MederosReliever1.10000104230.004.051.12
simulationATL7Reynaldo LópezReliever0.2000120330.003.641.34
simulationATL8Elieser HernándezReliever2.01001208230.001.501.67
Pitch count summary
teampitcherroleIPRHBBSOBFPitches
WASCade CavalliStarter5.135142392
WASClayton BeeterMiddle Reliever2.00002625
WASOrlando RibaltaMiddle Reliever0.22120519
ATLDylan DoddMiddle Reliever1.00011417
ATLDylan LeeMiddle Reliever1.01102418
ATLRaisel IglesiasMiddle Reliever1.00101416
ATLDidier FuentesMiddle Reliever1.00000321
ATLTyler KinleyMiddle Reliever1.00001313
ATLVictor MederosReliever1.10001423
ATLReynaldo LópezReliever0.2001233
ATLElieser HernándezReliever2.00112823
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.
FINAL_DECISION_POLICYgood0001One organic simulation cannot replace a disagreeing model winner.
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.
PIPELINE_VERSIONgood0001Prediction artifacts identify the stable pipeline version that created them.
PITCHER_OPPONENT_STRENGTH_BOUNDSgood0001Pitcher-opponent run factors and score deltas remain inside supported bounds.
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_PRESENTerror0112Pitching 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.